# Make.com Operations Usage & Cost Analyzer (`mediocre_interest/make-operations-analyzer`) Actor See where your Make.com operations (credits) go: one row per scenario with this period's usage, 7-day trend, projected monthly operations and cost, share of your plan, incomplete executions and per-module attribution, ranked by burn. Connect a Make account; schedule it weekly. - **URL**: https://apify.com/mediocre\_interest/make-operations-analyzer.md - **Developed by:** [Mediocre\_Interest](https://apify.com/mediocre_interest) (community) - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks - **User rating**: No ratings yet ## Pricing from $0.03 / scenario analyzed This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events. Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have. Learn more: https://docs.apify.com/actors/running/actors-in-store.md#pay-per-event ## What's an Apify Actor? An Actor is a serverless cloud program that runs on the Apify platform. It has two run modes. In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours, and optionally produces a well-defined JSON output, datasets with results, or files in key-value store. In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server. Apify vocabulary and the platform model are defined once, in the agent quickstart at https://apify.com/agents.md. ## How to integrate an Actor? If asked about integration, you help developers integrate Actors into their projects. You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready. Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run. For examples already wired to this Actor's own input schema, see the [API](#api) section below. Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`). # README ## Make.com Operations Usage & Cost Analyzer **See which Make.com scenarios use your operations (credits), what each one will cost this month, and what to fix first** - one ranked row per scenario, built from the same counters Make bills you on. Connect your Make account with a read-only token and schedule it weekly, or press Start on the built-in sample organization and read the output before you connect anything. No LLM: the same data always produces the same rows, and every projected number carries the sentence that says how it was computed. ### What does Make.com Operations Usage & Cost Analyzer do? [Make](https://www.make.com) bills per operation (it now calls them credits) and shows you one total for the organization. Which scenario used them, whether a poller spends most of its operations checking for nothing, and whether you will run out before the reset are questions the dashboard leaves you to work out scenario by scenario - and Make keeps only 30 days of daily usage and no per-scenario history of past periods at all. This Actor reads your Make organization through the Make API - GET requests only - and writes **one row per scenario, biggest burner first**: - **This period, measured:** operations, credits, executions, errors, the error rate, operations per execution and incomplete executions, since the organization's last reset. - **The last 30 days:** operations, the last 7 days against the 7 before (the trend), active days, the peak day. - **Share of the bill:** each scenario's share of the organization's operations and the running total down the ranking, so "the top 3 are 83 % of the bill" is a number you can point at. - **Projections, each with its method:** where this period ends at the current pace, and the monthly steady state from the last 30 days. - **Cost:** the projected monthly operations at your plan's own price per 1,000 operations, read from your Make subscription, or at a rate you set. - **Operations by module:** a second table with every module's operations over 30 days and its share of the scenario. The trigger's share is the cost of polling, measured. - **What to fix first:** a recommendation per scenario from measured signals, with the operations it would recover each month where a method backs the number. Scenarios you deleted this period still appear, flagged, so the operations they used are not a mystery gap. Every run also stores a **snapshot** of everything it read, which you can paste back to analyse again, and keeps the last 12 snapshots per organization in your Apify account so next week's run can say what changed. #### Which Make.com operations problems does it flag? Every signal has an id, carried in the `wasteSignals` column; `recommendation` comes from the highest-value one on the row. | Signal | Fires when | Recoverable operations per month | | ------------------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------ | | `polling-empty-checks` | An active poller whose trigger module holds 80 % or more of its operations - or, without module data, whose 30-day total is what checking alone costs | The trigger's operations saved by the next slower cadence. `high` confidence when measured, `medium` when inferred | | `high-error-rate` | 20 % or more of at least 10 executions failed this period | Failed executions × operations per execution, scaled to a month - an upper bound | | `growing-fast` | Up 50 % or more week over week, on at least 100 operations | - | | `incomplete-executions-pending` | Incomplete executions are waiting to be resolved or discarded | - | | `top-burner` | Rank 3 or better, or 20 % or more of the organization | - | | `active-idle` | Switched on, at least a week old, nothing in 30 days | - | | `inactive-with-usage` | Switched off, but used operations this period | - | | `deleted-with-usage` | In the trash, but used operations this period | - | | `over-plan-pace` | The organization is on pace to exceed its plan - on the run's status line and in the run totals | The overshoot, priced at the cost rate | `recoverableMonthlyOperations` is always the largest single figure on the row, never a sum of overlapping ones, and it is empty unless a measured method applies. ### Why use Make.com Operations Usage & Cost Analyzer? - **Measured first, modelled second.** The period counters, the daily series and the per-module operations are Make's own numbers. The two projections and the cost are labelled as modelled, and `projectionMethod` and `recoverableMethod` show the arithmetic beside them. - **Nothing to install and no credentials needed to start.** Press Start and the built-in sample organization - 12 scenarios across two teams - shows every column filled in. Connect your account when you want your own numbers. - **Safe to run on a real account.** The token needs three read scopes and the Actor only ever sends GET requests; it is stored encrypted and never written to a row, the snapshot or the history. - **Built for a weekly schedule.** Each run compares itself with the previous one in the same reset period and fills the *change since previous run* columns; the snapshot archive keeps what Make forgets after 30 days. - **Built for agencies and ops teams.** Per-team totals in the run summary, a price per 1,000 operations you set for client billing, exports to JSON, CSV and Excel, and Apify's scheduler and integrations to send the status line - *on pace for 43,702 of 40,000* - to Slack or e-mail. ### How to see which Make.com scenarios use the most operations 1. In Make, open **Profile › API/MCP access** and create a token with the `scenarios:read`, `organizations:read` and `teams:read` scopes. 2. Paste it into **Make API token** and put the zone from your Make URL - `eu1`, `eu2`, `us1` or `us2` - in **Make zone**. 3. Press **Start**. A few hundred scenarios take a few minutes; Make allows 240 API calls a minute and the Actor stays under it. 4. Read the **Scenario burn** table in the Output tab, biggest burner first, and the **Operations by module** table beside it. 5. Add a **Schedule** and run it weekly. From the second run on, the change columns are filled and the history grows. To see the output before connecting anything, leave the token empty and press Start: the Actor analyses the sample organization in **Usage snapshot JSON**. The same field takes a `snapshot` record from any earlier run, so you can re-analyse a past week without a token. ### Input | Field | What it does | | ------------------------------------ | -------------------------------------------------------------------------------------------------------------------------------------------------------- | | **Make zone**, **Make API token** | Connect a Make account. The token is stored encrypted and never written to the results. | | **Organization IDs**, **Team IDs** | Narrow the sweep. Empty means every organization the token can see and every team in it, private spaces included. | | **Include idle scenarios** | Keep a row for scenarios that used nothing this period or in the last 30 days. They rank last and are not charged. On by default. | | **Price per 1,000 operations (USD)** | `0` uses your plan's own price from Make; set a number to price a client's usage at your rate. | | **Operations per module** | Also read operations per module for every scenario that used any and write the modules table. Off means scenario rows only, in about half the API calls. | | **Usage snapshot JSON** | Analysed only when the token is empty: the sample organization, or a `snapshot` record from an earlier run. | Analyse every scenario in a Make account at the plan's own price: ```json { "makeZone": "eu1", "makeApiToken": "" } ``` Analyse one client's team at your billing rate, scenario rows only: ```json { "makeZone": "eu1", "makeApiToken": "", "teamIds": ["123456"], "costPer1kOperations": 2.5, "includeModuleBreakdown": false } ``` ### Output One row per scenario in the default dataset, one row per module in the **Operations by module** dataset, and the run totals and the snapshot in the key-value store. Download either dataset as JSON, CSV, Excel or HTML from the run's Output tab. The sample organization filled into **Usage snapshot JSON** produces this row, among its 13 - a 15-minute poller whose checks are nearly all of its operations: ```json { "rank": 4, "scenarioName": "Sync Shopify orders to Sheets", "teamName": "Client A", "isActive": true, "triggerKind": "polling", "schedulingIntervalSeconds": 900, "periodOperations": 1822, "periodExecutions": 1766, "errorRatePct": 0.1, "opsPerExecution": 1.03, "shareOfOrganizationPct": 6.9, "cumulativeSharePct": 90.2, "ops30d": 2911, "ops7d": 634, "opsPrior7d": 693, "trend7dPct": -8.5, "projectedPeriodOperations": 3023, "projectedMonthlyOperations": 2911, "projectionMethod": "Period pace: 1,822 operations over 18.08 elapsed days of a 30-day period. Monthly: 2,911 operations over the last 30 days (30-day months).", "estimatedMonthlyCostUsd": 2.48, "costRateUsdPer1k": 0.853, "costRateSource": "subscription", "triggerModuleOperations30d": 2822, "triggerSharePct": 96.9, "wasteSignals": ["polling-empty-checks"], "recommendation": "Poll less often: the trigger's checks are 96.9% of this scenario's operations (2,822 of 2,911 in 30 days). Polling every 30 min instead of every 15 min would save ~1,411 operations a month; an instant trigger would save nearly all of them, if the app offers one.", "recoverableMonthlyOperations": 1411, "recoverableConfidence": "high", "recoverableMethod": "Trigger module operations over 30 days (2,822) × (1 − 900 s / 1800 s) for the next slower cadence." } ``` And this row in **Operations by module**, one of the 28 the sample produces: ```json { "scenarioName": "Sync Shopify orders to Sheets", "moduleId": 1, "moduleType": "shopify:watchOrders", "moduleLabel": "Watch orders", "isTrigger": true, "isIterator": false, "operations30d": 2822, "errors30d": 0, "shareOfScenarioPct": 96.9, "rank": 1 } ``` #### What does each scenario row contain? The **Scenario burn** view shows the columns that matter; *All fields* has the rest, 70 in total. | Column | Meaning | | -------------------------------------------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------------------------------- | | `rank`, `scenarioName`, `teamName`, `isActive`, `isDeleted` | 1 = the biggest burner in the organization this period. A trashed scenario that still counts is flagged `isDeleted`. | | `periodOperations`, `periodExecutions`, `periodErrors`, `errorRatePct`, `opsPerExecution` | Measured since the organization's last reset (`periodStart` to `periodEnd`). | | `incompleteExecutions` | Incomplete executions waiting to be resolved or discarded. | | `ops30d`, `ops7d`, `opsPrior7d`, `trend7dPct`, `activeDays30d`, `peakDate` | The last 30 days, zero-filled. | | `shareOfOrganizationPct`, `cumulativeSharePct`, `shareOfPlanPct` | Against the organization's own counter and the plan allowance. | | `projectedPeriodOperations`, `projectedMonthlyOperations`, `projectionMethod` | Modelled: the period at its current pace, and the 30-day rate scaled to a 30-day month, with the method beside them. | | `estimatedMonthlyCostUsd`, `costRateUsdPer1k`, `costRateSource` | The projection at the rate, and where the rate came from: `subscription`, `input` or `default`. | | `opsChangeSincePreviousRun`, `opsChangeSincePreviousRunPct`, `previousRunSamePeriod` | Against the previous run of the same organization, only within the same reset period. | | `topModuleType`, `topModuleSharePct`, `triggerModuleOperations30d`, `triggerSharePct` | From the module data, when Make exposes it. | | `wasteSignals`, `recommendation`, `recoverableMonthlyOperations`, `recoverableConfidence`, `recoverableMethod` | What to do first and what it saves, with the method and a confidence. | | `triggerKind`, `schedulingType`, `schedulingIntervalSeconds`, `usedApps` | How the scenario starts, its schedule, and the apps its modules use. | #### What does the Operations by module table contain? One row per module of every scenario that used operations: `moduleType`, `moduleLabel`, `modulePath`, `isTrigger`, `isIterator`, `operations30d`, `warnings30d`, `errors30d`, `shareOfScenarioPct`, `rank` within the scenario, and `opsPerExecution`. It is written when **Operations per module** is on and Make answers the per-module request; the scenario rows never depend on it. #### What else does a run write? - **Run totals** (`summary-run`) - per organization: the plan, operations this period, the projected period total and whether it exceeds the plan, the top scenario and the top-5 share, unattributed operations, team totals, the cost rate and its source, and the signals that fired; plus how many rows were delivered and charged, and any warning. - **Snapshot** (`snapshot`) - everything the run read from Make, in the format **Usage snapshot JSON** accepts. Paste it back to analyse the same data again without a token, or keep it: Make keeps no per-scenario history of past periods. - **History** - a named key-value store `make-operations-history` in your Apify account holds the latest and the last 12 dated snapshots per organization. Its URL is on the run totals. #### How are the projections and the recoverable operations calculated? `projectedPeriodOperations` is the operations used so far divided by the days elapsed since the reset, times the period's length. `projectedMonthlyOperations` is the last 30 days scaled to a 30-day month - or, for a scenario younger than that, the days it has existed; under three days there is no rate worth printing. Neither is computed for a scenario that is switched off. `estimatedMonthlyCostUsd` is the monthly projection at the cost rate. `recoverableMonthlyOperations` follows the signal's method - for a poller, the trigger module's 30-day operations times the share the next slower cadence saves - and `recoverableMethod` shows that arithmetic so you can check it. Months are 30 days throughout; the operations count is the claim and the dollars are a conversion. ### How much does it cost to analyse Make.com operations? The Actor is **pay per event**, at the price shown on this page, and there is one event: | Event | Charged | When | | ------------------- | ------------------------------------------------------------------------- | ------------------------------------ | | `scenario-analyzed` | Once per scenario that used operations this period or in the last 30 days | After that scenario's row is written | Idle scenarios, deleted scenarios and the module rows are free, and so is every run on a snapshot, the sample included. A weekly run over 100 live scenarios is 100 events a week plus about a cent of platform usage. There is nothing to pay for a scenario that could not be read. The Actor respects the run's **Maximum total charge**. If your Apify credit covers fewer scenarios than the organization has, it delivers the biggest burners first, says so on the run's status line, and stores only what it delivered; if the credit covers none, the run fails before it reads anything from Make. You are never billed for a row that did not reach the dataset, and you never receive a row you were not billed for. ### How to run it from the API or from Make A run over a small organization takes seconds, so the Actor can run synchronously - one request in, rows out: ```bash curl -X POST "https://api.apify.com/v2/acts/mediocre_interest~make-operations-analyzer/run-sync-get-dataset-items?token=$APIFY_TOKEN" \ -H 'Content-Type: application/json' \ -d '{ "makeZone": "eu1", "makeApiToken": "" }' ``` The response is a JSON array of the scenario rows shown above. Add `&format=csv` for a spreadsheet, or `&fields=rank,scenarioName,periodOperations,shareOfOrganizationPct,trend7dPct,recommendation` to trim the columns. To run it from inside Make, use the [Apify app for Make](https://apps.make.com/apify): a **Run an Actor** module with this Actor and your token as input, followed by **Get Dataset Items**, gives you a scenario that reports on your other scenarios. Apify's own scheduler does the same without a scenario - schedule a weekly run, and add a Slack or e-mail integration on the run's status message, which carries the headline. ### Tips for better results - **Schedule it weekly, not daily.** The change columns compare two runs in the same reset period, and a week is long enough for the trend to mean something; Make's 30-day series covers the gap either way. - **Set your own price for client billing.** The plan price Make reports is what *you* pay; **Price per 1,000 operations** turns the cost columns into what you charge. - **Turn Operations per module off for a fast sweep.** It roughly halves the API calls on a large organization; the scenario rows, the signals that do not need module data and the projections are unchanged. - **Narrow with Team IDs for one client.** The run totals still show every team's consumption, so the client's share of the organization is on the summary. A narrowed run compares itself with the organization's last full run but does not replace it as the baseline. - **Keep the snapshot.** It is the only per-scenario record of a reset period once Make has rolled it; paste it back into **Usage snapshot JSON** to re-read it any time, free. ### FAQ #### Is it safe to give an Actor my Make API token? The token needs three read scopes and the Actor only ever sends GET requests: it never runs, activates, edits or deletes a scenario. It is stored encrypted as a secret input, redacted from logs, and never written to a dataset, the snapshot or the history store. #### Does the Actor change anything in my Make account? No. It reads organizations, teams, scenarios, consumption, daily usage and - when asked - operations per module and the blueprint that names the modules. Nothing is written back. #### Does it send my data to an AI model? No. Every column is arithmetic on Make's own counters, which is why the same snapshot produces identical rows on every run and why a re-analysis of last week's snapshot is a reliable comparison. #### Why does a scenario have operations but no 30-day columns? Make's per-scenario daily usage needs the *View scenario details* team permission for the token's user. Without it the period counters from the scenario list still stand and the 30-day columns are empty, with a warning on the run. #### Why is the Operations by module table empty? Per-module operations come from a Make endpoint that Make marks as deprecated with no named replacement. While it answers, the table is filled; if it stops, the scenario rows are unaffected and the run says so. The same happens when the token's user lacks the *View scenario history* permission, or when **Operations per module** is off. #### Why are the change columns empty? They compare two runs of the same organization within the same reset period. The first run has nothing to compare with, and a run after a reset compares nothing rather than printing a −97 %. #### Why did the run fail with "Not started: your Apify account has $X of usage left"? The Actor charges per analysed scenario and never delivers a row it cannot charge. Before it reads anything from Make it checks the run's **Maximum total charge** - or, with *No max limit*, the usage your Apify plan has left this month - and fails at once if that covers less than one scenario. Add credit or raise the monthly limit in Apify Console, or set a Maximum total charge on the run, and run it again. Snapshot runs are free and never fail this way. #### Does it work on the Make Free plan? Yes. The period counters and the daily usage series come from the same API on every plan, and every projection states the window it was computed from. Analytics-only figures that Make reserves for Enterprise are not used. #### How is this different from Make's own dashboard? Make shows the organization total and, per scenario, its own history page. This Actor puts every scenario on one table with the share of the bill, the trend, a projection, a cost and a recommendation, keeps that table week over week, and can be scheduled, exported and piped to Slack from Apify. ### What other Actors work with this one? - [Make.com Scenario Auditor - Linter & Cost Review](https://apify.com/mediocre_interest/make-scenario-auditor) - the natural companion: it says what is structurally wrong with a scenario and prices it from the blueprint; this Actor says what each scenario actually cost you this week. A scenario near the top here with a polling finding there is the one to fix first. - [n8n Workflow Auditor - Linter & Security Review](https://apify.com/mediocre_interest/n8n-workflow-auditor) - the same audit for n8n workflows, for teams that run both platforms. - [n8n Workflow Backup & GitOps](https://apify.com/mediocre_interest/n8n-workflow-backup) - scheduled export of every n8n workflow to versioned, diffable JSON. - [n8n Node Catalog & Community Package Scraper](https://apify.com/mediocre_interest/n8n-node-catalog) - every n8n node with its package, provenance and maintenance signals. ### Support Found a number that does not add up, a signal that should exist, or an organization the Actor cannot read? Open an issue on the **Issues** tab with the run id and, for a wrong number, the scenario's row. Per-client billing reports, a different window and alert thresholds for agencies are available on request. # Actor input Schema ## `makeZone` (type: `string`): The zone from your Make URL: eu1, eu2, us1 or us2. A full host such as eu1.make.com or a white-label host also works. ## `makeApiToken` (type: `string`): An API token from Profile > API/MCP access with the scenarios:read, organizations:read and teams:read scopes. Read-only: the Actor only ever sends GET requests. ## `organizationIds` (type: `array`): Only analyse these organizations. Leave empty for every organization the token can see. ## `teamIds` (type: `array`): Only analyse scenarios in these teams. Leave empty for every team, private spaces included. ## `includeIdleScenarios` (type: `boolean`): Keep a row for every scenario that used no operations this period or in the last 30 days. They rank last and are not charged. ## `costPer1kOperations` (type: `number`): What you pay Make per 1,000 operations (credits). Leave at 0 to use the organization's own plan price from Make; set it to price a client's usage at your own rate. ## `includeModuleBreakdown` (type: `boolean`): Also read operations per module for every scenario that used any, and write the modules table with the trigger's share of each scenario. Switch it off for scenario rows only, in about half the API calls. ## `usageSnapshotJson` (type: `object`): A snapshot record from an earlier run of this Actor, or the sample. Used only when the Make API token above is empty; with no token and no snapshot there is nothing to analyse. ## Actor input object example ```json { "makeZone": "eu1", "organizationIds": [], "teamIds": [], "includeIdleScenarios": true, "costPer1kOperations": 0, "includeModuleBreakdown": true, "usageSnapshotJson": { "snapshotVersion": 1, "capturedAt": "2026-09-19T08:00:00.000Z", "zone": "eu1", "organization": { "id": 1, "name": "Example agency", "lastReset": "2026-09-01T06:00:00.000Z", "nextReset": "2026-10-01T06:00:00.000Z", "restartPeriod": "1 month", "planOperations": 40000, "planTransferBytes": 21474836480, "operations": 26338, "transfer": 36873200, "centicreditsConsumed": 2633800, "activeScenarios": 11, "subscription": { "priceUsd": 34.12, "period": "month", "operations": 40000 } }, "teams": [ { "id": 10, "name": "Client A", "type": "standard", "consumedOperations": 20045, "operationsLimit": null }, { "id": 11, "name": "Client B", "type": "standard", "consumedOperations": 6293, "operationsLimit": null } ], "scenarios": [ { "id": 101, "name": "Sync Shopify orders to Sheets", "teamId": 10, "folderId": null, "folderPath": null, "isActive": true, "isPaused": false, "isInvalid": false, "hookId": null, "scheduling": { "type": "indefinitely", "interval": 900 }, "created": "2026-03-02T09:14:00.000Z", "lastEdit": "2026-03-02T09:14:00.000Z", "nextExec": null, "operations": 1822, "centicredits": 182200, "transfer": 2550800, "executions": 1766, "errors": 2, "dlqCount": 0, "allDlqCount": 0, "usedPackages": [ "shopify", "google-sheets" ], "usage": [ { "date": "2026-08-21", "operations": 99, "dataTransfer": 138600, "centicredits": 9900 }, { "date": "2026-08-22", "operations": 99, "dataTransfer": 138600, "centicredits": 9900 }, { "date": "2026-08-23", "operations": 99, "dataTransfer": 138600, "centicredits": 9900 }, { "date": "2026-08-24", "operations": 99, "dataTransfer": 138600, "centicredits": 9900 }, { "date": "2026-08-25", "operations": 99, "dataTransfer": 138600, "centicredits": 9900 }, { "date": "2026-08-26", "operations": 99, "dataTransfer": 138600, "centicredits": 9900 }, { "date": "2026-08-27", "operations": 99, "dataTransfer": 138600, "centicredits": 9900 }, { "date": "2026-08-28", "operations": 99, "dataTransfer": 138600, "centicredits": 9900 }, { "date": "2026-08-29", "operations": 99, "dataTransfer": 138600, "centicredits": 9900 }, { "date": "2026-08-30", "operations": 99, "dataTransfer": 138600, "centicredits": 9900 }, { "date": "2026-08-31", "operations": 99, "dataTransfer": 138600, "centicredits": 9900 }, { "date": "2026-09-01", "operations": 99, "dataTransfer": 138600, "centicredits": 9900 }, { "date": "2026-09-02", "operations": 99, "dataTransfer": 138600, "centicredits": 9900 }, { "date": "2026-09-03", "operations": 99, "dataTransfer": 138600, "centicredits": 9900 }, { "date": "2026-09-04", "operations": 99, "dataTransfer": 138600, "centicredits": 9900 }, { "date": "2026-09-05", "operations": 99, "dataTransfer": 138600, 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"operations": 0, "centicredits": 0, "transfer": 0, "executions": 0, "errors": 0, "dlqCount": 0, "allDlqCount": 0, "usedPackages": [ "gateway", "google-sheets" ], "usage": [], "modules": null }, { "id": 109, "name": "Archive old deals", "teamId": 11, "folderId": null, "folderPath": null, "isActive": false, "isPaused": false, "isInvalid": false, "hookId": null, "scheduling": { "type": "daily", "time": "03:00" }, "created": "2025-08-15T09:00:00.000Z", "lastEdit": "2025-08-15T09:00:00.000Z", "nextExec": null, "operations": 240, "centicredits": 24000, "transfer": 336000, "executions": 2, "errors": 0, "dlqCount": 0, "allDlqCount": 0, "usedPackages": [ "hubspot" ], "usage": [ { "date": "2026-08-21", "operations": 120, "dataTransfer": 168000, "centicredits": 12000 }, { "date": "2026-08-22", "operations": 120, "dataTransfer": 168000, "centicredits": 12000 }, { "date": "2026-08-23", "operations": 120, "dataTransfer": 168000, "centicredits": 12000 }, { "date": "2026-08-24", "operations": 120, "dataTransfer": 168000, "centicredits": 12000 }, { "date": "2026-08-25", "operations": 120, "dataTransfer": 168000, "centicredits": 12000 }, { "date": "2026-08-26", "operations": 120, "dataTransfer": 168000, "centicredits": 12000 }, { "date": "2026-08-27", "operations": 120, "dataTransfer": 168000, "centicredits": 12000 }, { "date": "2026-08-28", "operations": 120, "dataTransfer": 168000, "centicredits": 12000 }, { "date": "2026-08-29", "operations": 120, "dataTransfer": 168000, "centicredits": 12000 }, { "date": "2026-08-30", "operations": 120, "dataTransfer": 168000, "centicredits": 12000 }, { "date": "2026-08-31", "operations": 120, "dataTransfer": 168000, "centicredits": 12000 }, { "date": "2026-09-01", "operations": 120, "dataTransfer": 168000, "centicredits": 12000 }, { "date": "2026-09-02", "operations": 120, "dataTransfer": 168000, "centicredits": 12000 } ], "modules": [ { "moduleId": 1, "moduleType": "hubspot:searchDeals", "moduleLabel": null, "modulePath": "flow[0]", "total": 13, "warnings": 0, "errors": 0 }, { "moduleId": 2, "moduleType": "hubspot:updateDeal", "moduleLabel": "Archive", "modulePath": "flow[1]", "total": 1547, "warnings": 0, "errors": 0 } ] }, { "id": 110, "name": "Slack standup reminder", "teamId": 11, "folderId": null, "folderPath": null, "isActive": true, "isPaused": false, "isInvalid": false, "hookId": null, "scheduling": { "type": "daily", "time": "09:00" }, "created": "2025-01-05T09:00:00.000Z", "lastEdit": "2025-01-05T09:00:00.000Z", "nextExec": null, "operations": 19, "centicredits": 1900, "transfer": 26600, "executions": 19, "errors": 0, "dlqCount": 0, "allDlqCount": 0, "usedPackages": [ "slack" ], "usage": [ { "date": "2026-08-21", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-08-22", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-08-23", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-08-24", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-08-25", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-08-26", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-08-27", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-08-28", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-08-29", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-08-30", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-08-31", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-09-01", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-09-02", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-09-03", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-09-04", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-09-05", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-09-06", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-09-07", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-09-08", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-09-09", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-09-10", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-09-11", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-09-12", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-09-13", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-09-14", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-09-15", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-09-16", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-09-17", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-09-18", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-09-19", "operations": 1, "dataTransfer": 1400, "centicredits": 100 } ], "modules": [ { "moduleId": 1, "moduleType": "slack:CreateMessage", "moduleLabel": null, "modulePath": "flow[0]", "total": 30, "warnings": 0, "errors": 0 } ] }, { "id": 111, "name": "Backup Notion pages", "teamId": 10, "folderId": null, "folderPath": null, "isActive": true, "isPaused": false, "isInvalid": false, "hookId": null, "scheduling": { "type": "weekly", "days": [ 0 ], "time": "01:00" }, "created": "2025-05-20T20:00:00.000Z", "lastEdit": "2025-05-20T20:00:00.000Z", "nextExec": null, "operations": 90, "centicredits": 9000, "transfer": 126000, "executions": 2, "errors": 0, "dlqCount": 0, "allDlqCount": 0, "usedPackages": [ "notion", "google-drive" ], "usage": [ { "date": "2026-08-23", "operations": 45, "dataTransfer": 63000, "centicredits": 4500 }, { "date": "2026-08-30", "operations": 45, "dataTransfer": 63000, "centicredits": 4500 }, { "date": "2026-09-06", "operations": 45, "dataTransfer": 63000, "centicredits": 4500 }, { "date": "2026-09-13", "operations": 45, "dataTransfer": 63000, "centicredits": 4500 } ], "modules": [ { "moduleId": 1, "moduleType": "notion:searchObjects", "moduleLabel": null, "modulePath": "flow[0]", "total": 4, "warnings": 0, "errors": 0 }, { "moduleId": 2, "moduleType": "notion:getPage", "moduleLabel": null, "modulePath": "flow[1]", "total": 88, "warnings": 0, "errors": 0 }, { "moduleId": 3, "moduleType": "google-drive:uploadFile", "moduleLabel": null, "modulePath": "flow[2]", "total": 88, "warnings": 0, "errors": 0 } ] }, { "id": 112, "name": "Newsletter signup → Mailchimp", "teamId": 11, "folderId": null, "folderPath": null, "isActive": true, "isPaused": false, "isInvalid": false, "hookId": 5555, "scheduling": { "type": "immediately", "maximum_runs_per_minute": 100 }, "created": "2026-02-14T14:00:00.000Z", "lastEdit": "2026-02-14T14:00:00.000Z", "nextExec": null, "operations": 110, "centicredits": 11000, "transfer": 154000, "executions": 55, "errors": 0, "dlqCount": 0, "allDlqCount": 0, "usedPackages": [ "gateway", "mailchimp" ], "usage": [ { "date": "2026-08-21", "operations": 4, "dataTransfer": 5600, "centicredits": 400 }, { "date": "2026-08-22", "operations": 6, "dataTransfer": 8400, "centicredits": 600 }, { "date": "2026-08-23", "operations": 8, "dataTransfer": 11200, "centicredits": 800 }, { "date": "2026-08-24", "operations": 4, "dataTransfer": 5600, "centicredits": 400 }, { "date": "2026-08-25", "operations": 6, "dataTransfer": 8400, "centicredits": 600 }, { "date": "2026-08-26", "operations": 8, "dataTransfer": 11200, "centicredits": 800 }, { "date": "2026-08-27", "operations": 4, "dataTransfer": 5600, "centicredits": 400 }, { "date": "2026-08-28", "operations": 6, "dataTransfer": 8400, "centicredits": 600 }, { "date": "2026-08-29", "operations": 8, "dataTransfer": 11200, "centicredits": 800 }, { "date": "2026-08-30", "operations": 4, "dataTransfer": 5600, "centicredits": 400 }, { "date": "2026-08-31", "operations": 6, "dataTransfer": 8400, "centicredits": 600 }, { "date": "2026-09-01", "operations": 8, "dataTransfer": 11200, "centicredits": 800 }, { "date": "2026-09-02", "operations": 4, "dataTransfer": 5600, "centicredits": 400 }, { "date": "2026-09-03", "operations": 6, "dataTransfer": 8400, "centicredits": 600 }, { "date": "2026-09-04", "operations": 8, "dataTransfer": 11200, "centicredits": 800 }, { "date": "2026-09-05", "operations": 4, "dataTransfer": 5600, "centicredits": 400 }, { "date": "2026-09-06", "operations": 6, "dataTransfer": 8400, "centicredits": 600 }, { "date": "2026-09-07", "operations": 8, "dataTransfer": 11200, "centicredits": 800 }, { "date": "2026-09-08", "operations": 4, "dataTransfer": 5600, "centicredits": 400 }, { "date": "2026-09-09", "operations": 6, "dataTransfer": 8400, "centicredits": 600 }, { "date": "2026-09-10", "operations": 8, "dataTransfer": 11200, "centicredits": 800 }, { "date": "2026-09-11", "operations": 4, "dataTransfer": 5600, "centicredits": 400 }, { "date": "2026-09-12", "operations": 6, "dataTransfer": 8400, "centicredits": 600 }, { "date": "2026-09-13", "operations": 8, "dataTransfer": 11200, "centicredits": 800 }, { "date": "2026-09-14", "operations": 4, "dataTransfer": 5600, "centicredits": 400 }, { "date": "2026-09-15", "operations": 6, "dataTransfer": 8400, "centicredits": 600 }, { "date": "2026-09-16", "operations": 8, "dataTransfer": 11200, "centicredits": 800 }, { "date": "2026-09-17", "operations": 4, "dataTransfer": 5600, "centicredits": 400 }, { "date": "2026-09-18", "operations": 6, "dataTransfer": 8400, "centicredits": 600 }, { "date": "2026-09-19", "operations": 2, "dataTransfer": 2800, "centicredits": 200 } ], "modules": [ { "moduleId": 1, "moduleType": "gateway:CustomWebHook", "moduleLabel": "Signup form", "modulePath": "flow[0]", "total": 87, "warnings": 0, "errors": 0 }, { "moduleId": 2, "moduleType": "mailchimp:addMember", "moduleLabel": null, "modulePath": "flow[1]", "total": 87, "warnings": 0, "errors": 0 } ] } ], "consumptions": [ { "scenarioId": 101, "executions": 1766, "operations": 1822, "centicredits": 182200, "transfer": 2550800, "errors": 2 }, { "scenarioId": 102, "executions": 2811, "operations": 11244, "centicredits": 1124400, "transfer": 15741600, "errors": 30 }, { "scenarioId": 103, "executions": 19, "operations": 6479, "centicredits": 647900, "transfer": 9070600, "errors": 0 }, { "scenarioId": 104, "executions": 130, "operations": 390, "centicredits": 39000, "transfer": 546000, "errors": 41 }, { "scenarioId": 105, "executions": 405, "operations": 1196, "centicredits": 119600, "transfer": 1674400, "errors": 14 }, { "scenarioId": 106, "executions": 2, "operations": 120, "centicredits": 12000, "transfer": 168000, "errors": 0 }, { "scenarioId": 107, "executions": 1766, "operations": 4218, "centicredits": 421800, "transfer": 5905200, "errors": 1 }, { "scenarioId": 109, "executions": 2, "operations": 240, "centicredits": 24000, "transfer": 336000, "errors": 0 }, { "scenarioId": 110, "executions": 19, "operations": 19, "centicredits": 1900, "transfer": 26600, "errors": 0 }, { "scenarioId": 111, "executions": 2, "operations": 90, "centicredits": 9000, "transfer": 126000, "errors": 0 }, { "scenarioId": 112, "executions": 55, "operations": 110, "centicredits": 11000, "transfer": 154000, "errors": 0 }, { "scenarioId": 99, "executions": 41, "operations": 410, "centicredits": 41000, "transfer": 574000, "errors": 0 } ], "deletedScenarios": [ { "id": 99, "name": "Old lead router", "teamId": 10, "operations": 410, "deletedAt": "2026-09-10T16:20:00.000Z" } ], "organizationUsage": [ { "date": "2026-08-21", "operations": 1283, "dataTransfer": 1796200, "centicredits": 128300 }, { "date": "2026-08-22", "operations": 1445, "dataTransfer": 2023000, "centicredits": 144500 }, { "date": "2026-08-23", "operations": 1460, "dataTransfer": 2044000, "centicredits": 146000 }, { "date": "2026-08-24", "operations": 1424, "dataTransfer": 1993600, "centicredits": 142400 }, { "date": "2026-08-25", "operations": 1334, "dataTransfer": 1867600, "centicredits": 133400 }, { "date": "2026-08-26", "operations": 1454, "dataTransfer": 2035600, "centicredits": 145400 }, { "date": "2026-08-27", "operations": 1418, "dataTransfer": 1985200, "centicredits": 141800 }, { "date": "2026-08-28", "operations": 1388, "dataTransfer": 1943200, "centicredits": 138800 }, { "date": "2026-08-29", "operations": 1343, "dataTransfer": 1880200, "centicredits": 134300 }, { "date": "2026-08-30", "operations": 1517, "dataTransfer": 2123800, "centicredits": 151700 }, { "date": "2026-08-31", "operations": 1487, "dataTransfer": 2081800, "centicredits": 148700 }, { "date": "2026-09-01", "operations": 1397, "dataTransfer": 1955800, "centicredits": 139700 }, { "date": "2026-09-02", "operations": 1361, "dataTransfer": 1905400, "centicredits": 136100 }, { "date": "2026-09-03", "operations": 1254, "dataTransfer": 1755600, "centicredits": 125400 }, { "date": "2026-09-04", "operations": 1389, "dataTransfer": 1944600, "centicredits": 138900 }, { "date": "2026-09-05", "operations": 1338, "dataTransfer": 1873200, "centicredits": 133800 }, { "date": "2026-09-06", "operations": 1353, "dataTransfer": 1894200, "centicredits": 135300 }, { "date": "2026-09-07", "operations": 1338, "dataTransfer": 1873200, "centicredits": 133800 }, { "date": "2026-09-08", "operations": 1392, "dataTransfer": 1948800, "centicredits": 139200 }, { "date": "2026-09-09", "operations": 1366, "dataTransfer": 1912400, "centicredits": 136600 }, { "date": "2026-09-10", "operations": 1259, "dataTransfer": 1762600, "centicredits": 125900 }, { "date": "2026-09-11", "operations": 1223, "dataTransfer": 1712200, "centicredits": 122300 }, { "date": "2026-09-12", "operations": 1385, "dataTransfer": 1939000, "centicredits": 138500 }, { "date": "2026-09-13", "operations": 1643, "dataTransfer": 2300200, "centicredits": 164300 }, { "date": "2026-09-14", "operations": 1622, "dataTransfer": 2270800, "centicredits": 162200 }, { "date": "2026-09-15", "operations": 1517, "dataTransfer": 2123800, "centicredits": 151700 }, { "date": "2026-09-16", "operations": 1487, "dataTransfer": 2081800, "centicredits": 148700 }, { "date": "2026-09-17", "operations": 1616, "dataTransfer": 2262400, "centicredits": 161600 }, { "date": "2026-09-18", "operations": 1571, "dataTransfer": 2199400, "centicredits": 157100 }, { "date": "2026-09-19", "operations": 827, "dataTransfer": 1157800, "centicredits": 82700 } ], "warnings": [] } } ``` # Actor output Schema ## `scenarios` (type: `string`): No description ## `modules` (type: `string`): No description ## `runSummary` (type: `string`): No description ## `snapshot` (type: `string`): No description # API You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup. ## JavaScript example ```javascript import { ApifyClient } from 'apify-client'; // Initialize the ApifyClient with your Apify API token // Replace the '' with your token const client = new ApifyClient({ token: '', }); // Prepare Actor input const input = { "usageSnapshotJson": { "snapshotVersion": 1, "capturedAt": "2026-09-19T08:00:00.000Z", "zone": "eu1", "organization": { "id": 1, "name": "Example agency", "lastReset": "2026-09-01T06:00:00.000Z", "nextReset": "2026-10-01T06:00:00.000Z", "restartPeriod": "1 month", "planOperations": 40000, "planTransferBytes": 21474836480, "operations": 26338, "transfer": 36873200, "centicreditsConsumed": 2633800, "activeScenarios": 11, "subscription": { "priceUsd": 34.12, "period": "month", "operations": 40000 } }, "teams": [ { "id": 10, "name": "Client A", "type": "standard", "consumedOperations": 20045, "operationsLimit": null }, { "id": 11, "name": "Client B", "type": "standard", "consumedOperations": 6293, "operationsLimit": null } ], "scenarios": [ { "id": 101, "name": "Sync Shopify orders to Sheets", "teamId": 10, "folderId": null, "folderPath": null, "isActive": true, "isPaused": false, "isInvalid": false, "hookId": null, "scheduling": { "type": "indefinitely", "interval": 900 }, "created": "2026-03-02T09:14:00.000Z", "lastEdit": "2026-03-02T09:14:00.000Z", "nextExec": null, "operations": 1822, "centicredits": 182200, "transfer": 2550800, "executions": 1766, "errors": 2, "dlqCount": 0, "allDlqCount": 0, "usedPackages": [ "shopify", "google-sheets" ], "usage": [ { "date": "2026-08-21", "operations": 99, "dataTransfer": 138600, "centicredits": 9900 }, { "date": "2026-08-22", "operations": 99, "dataTransfer": 138600, "centicredits": 9900 }, { "date": "2026-08-23", "operations": 99, "dataTransfer": 138600, "centicredits": 9900 }, { "date": "2026-08-24", "operations": 99, "dataTransfer": 138600, "centicredits": 9900 }, { "date": "2026-08-25", "operations": 99, "dataTransfer": 138600, "centicredits": 9900 }, { "date": "2026-08-26", "operations": 99, "dataTransfer": 138600, "centicredits": 9900 }, { "date": "2026-08-27", "operations": 99, "dataTransfer": 138600, "centicredits": 9900 }, { "date": "2026-08-28", "operations": 99, "dataTransfer": 138600, "centicredits": 9900 }, { "date": "2026-08-29", "operations": 99, "dataTransfer": 138600, "centicredits": 9900 }, { "date": "2026-08-30", "operations": 99, "dataTransfer": 138600, "centicredits": 9900 }, { "date": "2026-08-31", "operations": 99, "dataTransfer": 138600, "centicredits": 9900 }, { "date": "2026-09-01", "operations": 99, "dataTransfer": 138600, "centicredits": 9900 }, { "date": "2026-09-02", "operations": 99, "dataTransfer": 138600, "centicredits": 9900 }, { "date": "2026-09-03", "operations": 99, "dataTransfer": 138600, "centicredits": 9900 }, { "date": "2026-09-04", "operations": 99, "dataTransfer": 138600, "centicredits": 9900 }, { 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"2025-03-10T12:00:00.000Z", "nextExec": null, "operations": 0, "centicredits": 0, "transfer": 0, "executions": 0, "errors": 0, "dlqCount": 0, "allDlqCount": 0, "usedPackages": [ "gateway", "google-sheets" ], "usage": [], "modules": null }, { "id": 109, "name": "Archive old deals", "teamId": 11, "folderId": null, "folderPath": null, "isActive": false, "isPaused": false, "isInvalid": false, "hookId": null, "scheduling": { "type": "daily", "time": "03:00" }, "created": "2025-08-15T09:00:00.000Z", "lastEdit": "2025-08-15T09:00:00.000Z", "nextExec": null, "operations": 240, "centicredits": 24000, "transfer": 336000, "executions": 2, "errors": 0, "dlqCount": 0, "allDlqCount": 0, "usedPackages": [ "hubspot" ], "usage": [ { "date": "2026-08-21", "operations": 120, "dataTransfer": 168000, "centicredits": 12000 }, { "date": "2026-08-22", "operations": 120, "dataTransfer": 168000, "centicredits": 12000 }, { "date": "2026-08-23", "operations": 120, "dataTransfer": 168000, "centicredits": 12000 }, { "date": "2026-08-24", "operations": 120, "dataTransfer": 168000, "centicredits": 12000 }, { "date": "2026-08-25", "operations": 120, "dataTransfer": 168000, "centicredits": 12000 }, { "date": "2026-08-26", "operations": 120, "dataTransfer": 168000, "centicredits": 12000 }, { "date": "2026-08-27", "operations": 120, "dataTransfer": 168000, "centicredits": 12000 }, { "date": "2026-08-28", "operations": 120, "dataTransfer": 168000, "centicredits": 12000 }, { "date": "2026-08-29", "operations": 120, "dataTransfer": 168000, "centicredits": 12000 }, { "date": "2026-08-30", "operations": 120, "dataTransfer": 168000, "centicredits": 12000 }, { "date": "2026-08-31", "operations": 120, "dataTransfer": 168000, "centicredits": 12000 }, { "date": "2026-09-01", "operations": 120, "dataTransfer": 168000, "centicredits": 12000 }, { "date": "2026-09-02", "operations": 120, "dataTransfer": 168000, "centicredits": 12000 } ], "modules": [ { "moduleId": 1, "moduleType": "hubspot:searchDeals", "moduleLabel": null, "modulePath": "flow[0]", "total": 13, "warnings": 0, "errors": 0 }, { "moduleId": 2, "moduleType": "hubspot:updateDeal", "moduleLabel": "Archive", "modulePath": "flow[1]", "total": 1547, "warnings": 0, "errors": 0 } ] }, { "id": 110, "name": "Slack standup reminder", "teamId": 11, "folderId": null, "folderPath": null, "isActive": true, "isPaused": false, "isInvalid": false, "hookId": null, "scheduling": { "type": "daily", "time": "09:00" }, "created": "2025-01-05T09:00:00.000Z", "lastEdit": "2025-01-05T09:00:00.000Z", "nextExec": null, "operations": 19, "centicredits": 1900, "transfer": 26600, "executions": 19, "errors": 0, "dlqCount": 0, "allDlqCount": 0, "usedPackages": [ "slack" ], "usage": [ { "date": "2026-08-21", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-08-22", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-08-23", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-08-24", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-08-25", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-08-26", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-08-27", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-08-28", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-08-29", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-08-30", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-08-31", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-09-01", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-09-02", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-09-03", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-09-04", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-09-05", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-09-06", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-09-07", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-09-08", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-09-09", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-09-10", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-09-11", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-09-12", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-09-13", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-09-14", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-09-15", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-09-16", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-09-17", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-09-18", "operations": 1, "dataTransfer": 1400, "centicredits": 100 }, { "date": "2026-09-19", "operations": 1, "dataTransfer": 1400, "centicredits": 100 } ], "modules": [ { "moduleId": 1, "moduleType": "slack:CreateMessage", "moduleLabel": null, "modulePath": "flow[0]", "total": 30, "warnings": 0, "errors": 0 } ] }, { "id": 111, "name": "Backup Notion pages", "teamId": 10, "folderId": null, "folderPath": null, "isActive": true, "isPaused": false, "isInvalid": false, "hookId": null, "scheduling": { "type": "weekly", "days": [ 0 ], "time": "01:00" }, "created": "2025-05-20T20:00:00.000Z", "lastEdit": "2025-05-20T20:00:00.000Z", "nextExec": null, "operations": 90, "centicredits": 9000, "transfer": 126000, "executions": 2, "errors": 0, "dlqCount": 0, "allDlqCount": 0, "usedPackages": [ "notion", "google-drive" ], "usage": [ { "date": "2026-08-23", "operations": 45, "dataTransfer": 63000, "centicredits": 4500 }, { "date": "2026-08-30", "operations": 45, "dataTransfer": 63000, "centicredits": 4500 }, { "date": "2026-09-06", "operations": 45, "dataTransfer": 63000, "centicredits": 4500 }, { "date": "2026-09-13", "operations": 45, "dataTransfer": 63000, "centicredits": 4500 } ], "modules": [ { "moduleId": 1, "moduleType": "notion:searchObjects", "moduleLabel": null, "modulePath": "flow[0]", "total": 4, "warnings": 0, "errors": 0 }, { "moduleId": 2, "moduleType": "notion:getPage", "moduleLabel": null, "modulePath": "flow[1]", "total": 88, "warnings": 0, "errors": 0 }, { "moduleId": 3, "moduleType": "google-drive:uploadFile", "moduleLabel": null, "modulePath": "flow[2]", "total": 88, "warnings": 0, "errors": 0 } ] }, { "id": 112, "name": "Newsletter signup → Mailchimp", "teamId": 11, "folderId": null, "folderPath": null, "isActive": true, "isPaused": false, "isInvalid": false, "hookId": 5555, "scheduling": { "type": "immediately", "maximum_runs_per_minute": 100 }, "created": "2026-02-14T14:00:00.000Z", "lastEdit": "2026-02-14T14:00:00.000Z", "nextExec": null, "operations": 110, "centicredits": 11000, "transfer": 154000, "executions": 55, "errors": 0, "dlqCount": 0, "allDlqCount": 0, "usedPackages": [ "gateway", "mailchimp" ], "usage": [ { "date": "2026-08-21", "operations": 4, "dataTransfer": 5600, "centicredits": 400 }, { "date": "2026-08-22", "operations": 6, "dataTransfer": 8400, "centicredits": 600 }, { "date": "2026-08-23", "operations": 8, "dataTransfer": 11200, "centicredits": 800 }, { "date": "2026-08-24", "operations": 4, "dataTransfer": 5600, "centicredits": 400 }, { "date": "2026-08-25", "operations": 6, "dataTransfer": 8400, "centicredits": 600 }, { "date": "2026-08-26", "operations": 8, "dataTransfer": 11200, "centicredits": 800 }, { "date": "2026-08-27", "operations": 4, "dataTransfer": 5600, "centicredits": 400 }, { "date": "2026-08-28", "operations": 6, "dataTransfer": 8400, "centicredits": 600 }, { "date": "2026-08-29", "operations": 8, "dataTransfer": 11200, "centicredits": 800 }, { "date": "2026-08-30", "operations": 4, "dataTransfer": 5600, "centicredits": 400 }, { "date": "2026-08-31", "operations": 6, "dataTransfer": 8400, "centicredits": 600 }, { "date": "2026-09-01", "operations": 8, "dataTransfer": 11200, "centicredits": 800 }, { "date": "2026-09-02", "operations": 4, "dataTransfer": 5600, "centicredits": 400 }, { "date": "2026-09-03", "operations": 6, "dataTransfer": 8400, "centicredits": 600 }, { "date": "2026-09-04", "operations": 8, "dataTransfer": 11200, "centicredits": 800 }, { "date": "2026-09-05", "operations": 4, "dataTransfer": 5600, "centicredits": 400 }, { "date": "2026-09-06", "operations": 6, "dataTransfer": 8400, "centicredits": 600 }, { "date": "2026-09-07", "operations": 8, "dataTransfer": 11200, "centicredits": 800 }, { "date": "2026-09-08", "operations": 4, "dataTransfer": 5600, "centicredits": 400 }, { "date": "2026-09-09", "operations": 6, "dataTransfer": 8400, "centicredits": 600 }, { "date": "2026-09-10", "operations": 8, "dataTransfer": 11200, "centicredits": 800 }, { "date": "2026-09-11", "operations": 4, "dataTransfer": 5600, "centicredits": 400 }, { "date": "2026-09-12", "operations": 6, "dataTransfer": 8400, "centicredits": 600 }, { "date": "2026-09-13", "operations": 8, "dataTransfer": 11200, "centicredits": 800 }, { "date": "2026-09-14", "operations": 4, "dataTransfer": 5600, "centicredits": 400 }, { "date": "2026-09-15", "operations": 6, "dataTransfer": 8400, "centicredits": 600 }, { "date": "2026-09-16", "operations": 8, "dataTransfer": 11200, "centicredits": 800 }, { "date": "2026-09-17", "operations": 4, "dataTransfer": 5600, "centicredits": 400 }, { "date": "2026-09-18", "operations": 6, "dataTransfer": 8400, "centicredits": 600 }, { "date": "2026-09-19", "operations": 2, "dataTransfer": 2800, "centicredits": 200 } ], "modules": [ { "moduleId": 1, "moduleType": "gateway:CustomWebHook", "moduleLabel": "Signup form", "modulePath": "flow[0]", "total": 87, "warnings": 0, "errors": 0 }, { "moduleId": 2, "moduleType": "mailchimp:addMember", "moduleLabel": null, "modulePath": "flow[1]", "total": 87, "warnings": 0, "errors": 0 } ] } ], "consumptions": [ { "scenarioId": 101, "executions": 1766, "operations": 1822, "centicredits": 182200, "transfer": 2550800, "errors": 2 }, { "scenarioId": 102, "executions": 2811, "operations": 11244, "centicredits": 1124400, "transfer": 15741600, "errors": 30 }, { "scenarioId": 103, "executions": 19, "operations": 6479, "centicredits": 647900, "transfer": 9070600, "errors": 0 }, { "scenarioId": 104, "executions": 130, "operations": 390, "centicredits": 39000, "transfer": 546000, "errors": 41 }, { "scenarioId": 105, "executions": 405, "operations": 1196, "centicredits": 119600, "transfer": 1674400, "errors": 14 }, { "scenarioId": 106, "executions": 2, "operations": 120, "centicredits": 12000, "transfer": 168000, "errors": 0 }, { "scenarioId": 107, "executions": 1766, "operations": 4218, "centicredits": 421800, "transfer": 5905200, "errors": 1 }, { "scenarioId": 109, "executions": 2, "operations": 240, "centicredits": 24000, "transfer": 336000, "errors": 0 }, { "scenarioId": 110, "executions": 19, "operations": 19, "centicredits": 1900, "transfer": 26600, "errors": 0 }, { "scenarioId": 111, "executions": 2, "operations": 90, "centicredits": 9000, "transfer": 126000, "errors": 0 }, { "scenarioId": 112, "executions": 55, "operations": 110, "centicredits": 11000, "transfer": 154000, "errors": 0 }, { "scenarioId": 99, "executions": 41, "operations": 410, "centicredits": 41000, "transfer": 574000, "errors": 0 } ], "deletedScenarios": [ { "id": 99, "name": "Old lead router", "teamId": 10, "operations": 410, "deletedAt": "2026-09-10T16:20:00.000Z" } ], "organizationUsage": [ { "date": "2026-08-21", "operations": 1283, "dataTransfer": 1796200, "centicredits": 128300 }, { "date": "2026-08-22", "operations": 1445, "dataTransfer": 2023000, "centicredits": 144500 }, { "date": "2026-08-23", "operations": 1460, "dataTransfer": 2044000, "centicredits": 146000 }, { "date": "2026-08-24", "operations": 1424, "dataTransfer": 1993600, "centicredits": 142400 }, { "date": "2026-08-25", "operations": 1334, "dataTransfer": 1867600, "centicredits": 133400 }, { "date": "2026-08-26", "operations": 1454, "dataTransfer": 2035600, "centicredits": 145400 }, { "date": "2026-08-27", "operations": 1418, "dataTransfer": 1985200, "centicredits": 141800 }, { "date": "2026-08-28", "operations": 1388, "dataTransfer": 1943200, "centicredits": 138800 }, { "date": "2026-08-29", "operations": 1343, "dataTransfer": 1880200, "centicredits": 134300 }, { "date": "2026-08-30", "operations": 1517, "dataTransfer": 2123800, "centicredits": 151700 }, { "date": "2026-08-31", "operations": 1487, "dataTransfer": 2081800, "centicredits": 148700 }, { "date": "2026-09-01", "operations": 1397, "dataTransfer": 1955800, "centicredits": 139700 }, { "date": "2026-09-02", "operations": 1361, "dataTransfer": 1905400, "centicredits": 136100 }, { "date": "2026-09-03", "operations": 1254, "dataTransfer": 1755600, "centicredits": 125400 }, { "date": "2026-09-04", "operations": 1389, "dataTransfer": 1944600, "centicredits": 138900 }, { "date": "2026-09-05", "operations": 1338, "dataTransfer": 1873200, "centicredits": 133800 }, { "date": "2026-09-06", "operations": 1353, "dataTransfer": 1894200, "centicredits": 135300 }, { "date": "2026-09-07", "operations": 1338, "dataTransfer": 1873200, "centicredits": 133800 }, { "date": "2026-09-08", "operations": 1392, "dataTransfer": 1948800, "centicredits": 139200 }, { "date": "2026-09-09", "operations": 1366, "dataTransfer": 1912400, "centicredits": 136600 }, { "date": "2026-09-10", "operations": 1259, "dataTransfer": 1762600, "centicredits": 125900 }, { "date": "2026-09-11", "operations": 1223, "dataTransfer": 1712200, "centicredits": 122300 }, { "date": "2026-09-12", "operations": 1385, "dataTransfer": 1939000, "centicredits": 138500 }, { "date": "2026-09-13", "operations": 1643, "dataTransfer": 2300200, "centicredits": 164300 }, { "date": "2026-09-14", "operations": 1622, "dataTransfer": 2270800, "centicredits": 162200 }, { "date": "2026-09-15", "operations": 1517, "dataTransfer": 2123800, "centicredits": 151700 }, { "date": "2026-09-16", "operations": 1487, "dataTransfer": 2081800, "centicredits": 148700 }, { "date": "2026-09-17", "operations": 1616, "dataTransfer": 2262400, "centicredits": 161600 }, { "date": "2026-09-18", "operations": 1571, "dataTransfer": 2199400, "centicredits": 157100 }, { "date": "2026-09-19", "operations": 827, "dataTransfer": 1157800, "centicredits": 82700 } ], "warnings": [] } }; // Run the Actor and wait for it to finish const run = await client.actor("mediocre_interest/make-operations-analyzer").call(input); // Fetch and print Actor results from the run's dataset (if any) console.log('Results from dataset'); console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`); const { items } = await client.dataset(run.defaultDatasetId).listItems(); items.forEach((item) => { console.dir(item); }); // 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs ``` ## Python example ```python from apify_client import ApifyClient # Initialize the ApifyClient with your Apify API token # Replace '' with your token. client = ApifyClient("") # Prepare the Actor input run_input = { "usageSnapshotJson": { "snapshotVersion": 1, "capturedAt": "2026-09-19T08:00:00.000Z", "zone": "eu1", "organization": { "id": 1, "name": "Example agency", "lastReset": "2026-09-01T06:00:00.000Z", "nextReset": "2026-10-01T06:00:00.000Z", "restartPeriod": "1 month", "planOperations": 40000, "planTransferBytes": 21474836480, "operations": 26338, "transfer": 36873200, "centicreditsConsumed": 2633800, "activeScenarios": 11, "subscription": { "priceUsd": 34.12, "period": "month", "operations": 40000, }, }, "teams": [ { "id": 10, "name": "Client A", "type": "standard", "consumedOperations": 20045, "operationsLimit": None, }, { "id": 11, "name": "Client B", "type": "standard", "consumedOperations": 6293, "operationsLimit": None, }, ], "scenarios": [ { "id": 101, "name": "Sync Shopify orders to Sheets", "teamId": 10, "folderId": None, "folderPath": None, "isActive": True, "isPaused": False, "isInvalid": False, "hookId": None, "scheduling": { "type": "indefinitely", "interval": 900, }, "created": "2026-03-02T09:14:00.000Z", "lastEdit": "2026-03-02T09:14:00.000Z", "nextExec": None, "operations": 1822, "centicredits": 182200, "transfer": 2550800, "executions": 1766, "errors": 2, "dlqCount": 0, "allDlqCount": 0, "usedPackages": [ "shopify", "google-sheets", ], "usage": [ { "date": "2026-08-21", "operations": 99, "dataTransfer": 138600, "centicredits": 9900, }, { "date": "2026-08-22", "operations": 99, "dataTransfer": 138600, "centicredits": 9900, }, { "date": "2026-08-23", "operations": 99, "dataTransfer": 138600, "centicredits": 9900, }, { "date": "2026-08-24", "operations": 99, "dataTransfer": 138600, "centicredits": 9900, }, { "date": "2026-08-25", "operations": 99, "dataTransfer": 138600, "centicredits": 9900, }, { "date": "2026-08-26", "operations": 99, "dataTransfer": 138600, "centicredits": 9900, }, { "date": "2026-08-27", "operations": 99, "dataTransfer": 138600, "centicredits": 9900, }, { "date": "2026-08-28", "operations": 99, "dataTransfer": 138600, "centicredits": 9900, }, { "date": "2026-08-29", "operations": 99, "dataTransfer": 138600, "centicredits": 9900, }, { "date": "2026-08-30", "operations": 99, "dataTransfer": 138600, "centicredits": 9900, }, { "date": "2026-08-31", "operations": 99, "dataTransfer": 138600, "centicredits": 9900, }, { "date": "2026-09-01", "operations": 99, "dataTransfer": 138600, "centicredits": 9900, }, { "date": "2026-09-02", "operations": 99, "dataTransfer": 138600, "centicredits": 9900, }, { "date": "2026-09-03", "operations": 99, "dataTransfer": 138600, "centicredits": 9900, }, { "date": "2026-09-04", "operations": 99, "dataTransfer": 138600, "centicredits": 9900, }, { "date": "2026-09-05", "operations": 99, "dataTransfer": 138600, "centicredits": 9900, 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"folderPath": None, "isActive": True, "isPaused": False, "isInvalid": False, "hookId": 5554, "scheduling": { "type": "immediately", "maximum_runs_per_minute": 100, }, "created": "2025-03-10T12:00:00.000Z", "lastEdit": "2025-03-10T12:00:00.000Z", "nextExec": None, "operations": 0, "centicredits": 0, "transfer": 0, "executions": 0, "errors": 0, "dlqCount": 0, "allDlqCount": 0, "usedPackages": [ "gateway", "google-sheets", ], "usage": [], "modules": None, }, { "id": 109, "name": "Archive old deals", "teamId": 11, "folderId": None, "folderPath": None, "isActive": False, "isPaused": False, "isInvalid": False, "hookId": None, "scheduling": { "type": "daily", "time": "03:00", }, "created": "2025-08-15T09:00:00.000Z", "lastEdit": "2025-08-15T09:00:00.000Z", "nextExec": None, "operations": 240, "centicredits": 24000, "transfer": 336000, "executions": 2, "errors": 0, "dlqCount": 0, "allDlqCount": 0, "usedPackages": ["hubspot"], "usage": [ { "date": "2026-08-21", "operations": 120, "dataTransfer": 168000, "centicredits": 12000, }, { "date": "2026-08-22", "operations": 120, "dataTransfer": 168000, "centicredits": 12000, }, { "date": "2026-08-23", "operations": 120, "dataTransfer": 168000, "centicredits": 12000, }, { "date": "2026-08-24", "operations": 120, "dataTransfer": 168000, "centicredits": 12000, }, { "date": "2026-08-25", "operations": 120, "dataTransfer": 168000, "centicredits": 12000, }, { "date": "2026-08-26", "operations": 120, "dataTransfer": 168000, "centicredits": 12000, }, { "date": "2026-08-27", "operations": 120, "dataTransfer": 168000, "centicredits": 12000, }, { "date": "2026-08-28", "operations": 120, "dataTransfer": 168000, "centicredits": 12000, }, { "date": "2026-08-29", "operations": 120, "dataTransfer": 168000, "centicredits": 12000, }, { "date": "2026-08-30", "operations": 120, "dataTransfer": 168000, "centicredits": 12000, }, { "date": "2026-08-31", "operations": 120, "dataTransfer": 168000, "centicredits": 12000, }, { "date": "2026-09-01", "operations": 120, "dataTransfer": 168000, "centicredits": 12000, }, { "date": "2026-09-02", "operations": 120, "dataTransfer": 168000, "centicredits": 12000, }, ], "modules": [ { "moduleId": 1, "moduleType": "hubspot:searchDeals", "moduleLabel": None, "modulePath": "flow[0]", "total": 13, "warnings": 0, "errors": 0, }, { "moduleId": 2, "moduleType": "hubspot:updateDeal", "moduleLabel": "Archive", "modulePath": "flow[1]", "total": 1547, "warnings": 0, "errors": 0, }, ], }, { "id": 110, "name": "Slack standup reminder", "teamId": 11, "folderId": None, "folderPath": None, "isActive": True, "isPaused": False, "isInvalid": False, "hookId": None, "scheduling": { "type": "daily", "time": "09:00", }, "created": "2025-01-05T09:00:00.000Z", "lastEdit": "2025-01-05T09:00:00.000Z", "nextExec": None, "operations": 19, "centicredits": 1900, "transfer": 26600, "executions": 19, "errors": 0, "dlqCount": 0, "allDlqCount": 0, "usedPackages": ["slack"], "usage": [ { "date": "2026-08-21", "operations": 1, "dataTransfer": 1400, "centicredits": 100, }, { "date": "2026-08-22", "operations": 1, "dataTransfer": 1400, "centicredits": 100, }, { "date": "2026-08-23", "operations": 1, "dataTransfer": 1400, "centicredits": 100, }, { "date": "2026-08-24", "operations": 1, "dataTransfer": 1400, "centicredits": 100, }, { "date": "2026-08-25", "operations": 1, "dataTransfer": 1400, "centicredits": 100, }, { "date": "2026-08-26", "operations": 1, "dataTransfer": 1400, "centicredits": 100, }, { "date": "2026-08-27", "operations": 1, "dataTransfer": 1400, "centicredits": 100, }, { "date": "2026-08-28", "operations": 1, "dataTransfer": 1400, "centicredits": 100, }, { "date": "2026-08-29", "operations": 1, "dataTransfer": 1400, "centicredits": 100, }, { "date": "2026-08-30", "operations": 1, "dataTransfer": 1400, "centicredits": 100, }, { "date": "2026-08-31", "operations": 1, "dataTransfer": 1400, "centicredits": 100, }, { "date": "2026-09-01", "operations": 1, "dataTransfer": 1400, "centicredits": 100, }, { "date": "2026-09-02", "operations": 1, "dataTransfer": 1400, "centicredits": 100, }, { "date": "2026-09-03", "operations": 1, "dataTransfer": 1400, "centicredits": 100, }, { "date": "2026-09-04", "operations": 1, "dataTransfer": 1400, "centicredits": 100, }, { "date": "2026-09-05", "operations": 1, "dataTransfer": 1400, "centicredits": 100, }, { "date": "2026-09-06", "operations": 1, "dataTransfer": 1400, "centicredits": 100, }, { "date": "2026-09-07", "operations": 1, "dataTransfer": 1400, "centicredits": 100, }, { "date": "2026-09-08", "operations": 1, "dataTransfer": 1400, "centicredits": 100, }, { "date": "2026-09-09", "operations": 1, "dataTransfer": 1400, "centicredits": 100, }, { "date": "2026-09-10", "operations": 1, "dataTransfer": 1400, "centicredits": 100, }, { "date": "2026-09-11", "operations": 1, "dataTransfer": 1400, "centicredits": 100, }, { "date": "2026-09-12", "operations": 1, "dataTransfer": 1400, "centicredits": 100, }, { "date": "2026-09-13", "operations": 1, "dataTransfer": 1400, "centicredits": 100, }, { "date": "2026-09-14", "operations": 1, "dataTransfer": 1400, "centicredits": 100, }, { "date": "2026-09-15", "operations": 1, "dataTransfer": 1400, "centicredits": 100, }, { "date": "2026-09-16", "operations": 1, "dataTransfer": 1400, "centicredits": 100, }, { "date": "2026-09-17", "operations": 1, "dataTransfer": 1400, "centicredits": 100, }, { "date": "2026-09-18", "operations": 1, "dataTransfer": 1400, "centicredits": 100, }, { "date": "2026-09-19", "operations": 1, "dataTransfer": 1400, "centicredits": 100, }, ], "modules": [{ "moduleId": 1, "moduleType": "slack:CreateMessage", "moduleLabel": None, "modulePath": "flow[0]", "total": 30, "warnings": 0, "errors": 0, }], }, { "id": 111, "name": "Backup Notion pages", "teamId": 10, "folderId": None, "folderPath": None, "isActive": True, "isPaused": False, "isInvalid": False, "hookId": None, "scheduling": { "type": "weekly", "days": [0], "time": "01:00", }, "created": "2025-05-20T20:00:00.000Z", "lastEdit": "2025-05-20T20:00:00.000Z", "nextExec": None, "operations": 90, "centicredits": 9000, "transfer": 126000, "executions": 2, "errors": 0, "dlqCount": 0, "allDlqCount": 0, "usedPackages": [ "notion", "google-drive", ], "usage": [ { "date": "2026-08-23", "operations": 45, "dataTransfer": 63000, "centicredits": 4500, }, { "date": "2026-08-30", "operations": 45, "dataTransfer": 63000, "centicredits": 4500, }, { "date": "2026-09-06", "operations": 45, "dataTransfer": 63000, "centicredits": 4500, }, { "date": "2026-09-13", "operations": 45, "dataTransfer": 63000, "centicredits": 4500, }, ], "modules": [ { "moduleId": 1, "moduleType": "notion:searchObjects", "moduleLabel": None, "modulePath": "flow[0]", "total": 4, "warnings": 0, "errors": 0, }, { "moduleId": 2, "moduleType": "notion:getPage", "moduleLabel": None, "modulePath": "flow[1]", "total": 88, "warnings": 0, "errors": 0, }, { "moduleId": 3, "moduleType": "google-drive:uploadFile", "moduleLabel": None, "modulePath": "flow[2]", "total": 88, "warnings": 0, "errors": 0, }, ], }, { "id": 112, "name": "Newsletter signup → Mailchimp", "teamId": 11, "folderId": None, "folderPath": None, "isActive": True, "isPaused": False, "isInvalid": False, "hookId": 5555, "scheduling": { "type": "immediately", "maximum_runs_per_minute": 100, }, "created": "2026-02-14T14:00:00.000Z", "lastEdit": "2026-02-14T14:00:00.000Z", "nextExec": None, "operations": 110, "centicredits": 11000, "transfer": 154000, "executions": 55, "errors": 0, "dlqCount": 0, "allDlqCount": 0, "usedPackages": [ "gateway", "mailchimp", ], "usage": [ { "date": "2026-08-21", "operations": 4, "dataTransfer": 5600, "centicredits": 400, }, { "date": "2026-08-22", "operations": 6, "dataTransfer": 8400, "centicredits": 600, }, { "date": "2026-08-23", "operations": 8, "dataTransfer": 11200, "centicredits": 800, }, { "date": "2026-08-24", "operations": 4, "dataTransfer": 5600, "centicredits": 400, }, { "date": "2026-08-25", "operations": 6, "dataTransfer": 8400, "centicredits": 600, }, { "date": "2026-08-26", "operations": 8, "dataTransfer": 11200, "centicredits": 800, }, { "date": "2026-08-27", "operations": 4, "dataTransfer": 5600, "centicredits": 400, }, { "date": "2026-08-28", "operations": 6, "dataTransfer": 8400, "centicredits": 600, }, { "date": "2026-08-29", "operations": 8, "dataTransfer": 11200, "centicredits": 800, }, { "date": "2026-08-30", "operations": 4, "dataTransfer": 5600, "centicredits": 400, }, { "date": "2026-08-31", "operations": 6, "dataTransfer": 8400, "centicredits": 600, }, { "date": "2026-09-01", "operations": 8, "dataTransfer": 11200, "centicredits": 800, }, { "date": "2026-09-02", "operations": 4, "dataTransfer": 5600, "centicredits": 400, }, { "date": "2026-09-03", "operations": 6, "dataTransfer": 8400, "centicredits": 600, }, { "date": "2026-09-04", "operations": 8, "dataTransfer": 11200, "centicredits": 800, }, { "date": "2026-09-05", "operations": 4, "dataTransfer": 5600, "centicredits": 400, }, { "date": "2026-09-06", "operations": 6, "dataTransfer": 8400, "centicredits": 600, }, { "date": "2026-09-07", "operations": 8, "dataTransfer": 11200, "centicredits": 800, }, { "date": "2026-09-08", "operations": 4, "dataTransfer": 5600, "centicredits": 400, }, { "date": "2026-09-09", "operations": 6, "dataTransfer": 8400, "centicredits": 600, }, { "date": "2026-09-10", "operations": 8, "dataTransfer": 11200, "centicredits": 800, }, { "date": "2026-09-11", "operations": 4, "dataTransfer": 5600, "centicredits": 400, }, { "date": "2026-09-12", "operations": 6, "dataTransfer": 8400, "centicredits": 600, }, { "date": "2026-09-13", "operations": 8, "dataTransfer": 11200, "centicredits": 800, }, { "date": "2026-09-14", "operations": 4, "dataTransfer": 5600, "centicredits": 400, }, { "date": "2026-09-15", "operations": 6, "dataTransfer": 8400, "centicredits": 600, }, { "date": "2026-09-16", "operations": 8, "dataTransfer": 11200, "centicredits": 800, }, { "date": "2026-09-17", "operations": 4, "dataTransfer": 5600, "centicredits": 400, }, { "date": "2026-09-18", "operations": 6, "dataTransfer": 8400, "centicredits": 600, }, { "date": "2026-09-19", "operations": 2, "dataTransfer": 2800, "centicredits": 200, }, ], "modules": [ { "moduleId": 1, "moduleType": "gateway:CustomWebHook", "moduleLabel": "Signup form", "modulePath": "flow[0]", "total": 87, "warnings": 0, "errors": 0, }, { "moduleId": 2, "moduleType": "mailchimp:addMember", "moduleLabel": None, "modulePath": "flow[1]", "total": 87, "warnings": 0, "errors": 0, }, ], }, ], "consumptions": [ { "scenarioId": 101, "executions": 1766, "operations": 1822, "centicredits": 182200, "transfer": 2550800, "errors": 2, }, { "scenarioId": 102, "executions": 2811, "operations": 11244, "centicredits": 1124400, "transfer": 15741600, "errors": 30, }, { "scenarioId": 103, "executions": 19, "operations": 6479, "centicredits": 647900, "transfer": 9070600, "errors": 0, }, { "scenarioId": 104, "executions": 130, "operations": 390, "centicredits": 39000, "transfer": 546000, "errors": 41, }, { "scenarioId": 105, "executions": 405, "operations": 1196, "centicredits": 119600, "transfer": 1674400, "errors": 14, }, { "scenarioId": 106, "executions": 2, "operations": 120, "centicredits": 12000, "transfer": 168000, "errors": 0, }, { "scenarioId": 107, "executions": 1766, "operations": 4218, "centicredits": 421800, "transfer": 5905200, "errors": 1, }, { "scenarioId": 109, "executions": 2, "operations": 240, "centicredits": 24000, "transfer": 336000, "errors": 0, }, { "scenarioId": 110, "executions": 19, "operations": 19, "centicredits": 1900, "transfer": 26600, "errors": 0, }, { "scenarioId": 111, "executions": 2, "operations": 90, "centicredits": 9000, "transfer": 126000, "errors": 0, }, { "scenarioId": 112, "executions": 55, "operations": 110, "centicredits": 11000, "transfer": 154000, "errors": 0, }, { "scenarioId": 99, "executions": 41, "operations": 410, "centicredits": 41000, "transfer": 574000, "errors": 0, }, ], "deletedScenarios": [{ "id": 99, "name": "Old lead router", "teamId": 10, "operations": 410, "deletedAt": "2026-09-10T16:20:00.000Z", }], "organizationUsage": [ { "date": "2026-08-21", "operations": 1283, "dataTransfer": 1796200, "centicredits": 128300, }, { "date": "2026-08-22", "operations": 1445, "dataTransfer": 2023000, "centicredits": 144500, }, { "date": "2026-08-23", "operations": 1460, "dataTransfer": 2044000, "centicredits": 146000, }, { "date": "2026-08-24", "operations": 1424, "dataTransfer": 1993600, "centicredits": 142400, }, { "date": "2026-08-25", "operations": 1334, "dataTransfer": 1867600, "centicredits": 133400, }, { "date": "2026-08-26", "operations": 1454, "dataTransfer": 2035600, "centicredits": 145400, }, { "date": "2026-08-27", "operations": 1418, "dataTransfer": 1985200, "centicredits": 141800, }, { "date": "2026-08-28", "operations": 1388, "dataTransfer": 1943200, "centicredits": 138800, }, { "date": "2026-08-29", "operations": 1343, "dataTransfer": 1880200, "centicredits": 134300, }, { "date": "2026-08-30", "operations": 1517, "dataTransfer": 2123800, "centicredits": 151700, }, { "date": "2026-08-31", "operations": 1487, "dataTransfer": 2081800, "centicredits": 148700, }, { "date": "2026-09-01", "operations": 1397, "dataTransfer": 1955800, "centicredits": 139700, }, { "date": "2026-09-02", "operations": 1361, "dataTransfer": 1905400, "centicredits": 136100, }, { "date": "2026-09-03", "operations": 1254, "dataTransfer": 1755600, "centicredits": 125400, }, { "date": "2026-09-04", "operations": 1389, "dataTransfer": 1944600, "centicredits": 138900, }, { "date": "2026-09-05", "operations": 1338, "dataTransfer": 1873200, "centicredits": 133800, }, { "date": "2026-09-06", "operations": 1353, "dataTransfer": 1894200, "centicredits": 135300, }, { "date": "2026-09-07", "operations": 1338, "dataTransfer": 1873200, "centicredits": 133800, }, { "date": "2026-09-08", "operations": 1392, "dataTransfer": 1948800, "centicredits": 139200, }, { "date": "2026-09-09", "operations": 1366, "dataTransfer": 1912400, "centicredits": 136600, }, { "date": "2026-09-10", "operations": 1259, "dataTransfer": 1762600, "centicredits": 125900, }, { "date": "2026-09-11", "operations": 1223, "dataTransfer": 1712200, "centicredits": 122300, }, { "date": "2026-09-12", "operations": 1385, "dataTransfer": 1939000, "centicredits": 138500, }, { "date": "2026-09-13", "operations": 1643, "dataTransfer": 2300200, "centicredits": 164300, }, { "date": "2026-09-14", "operations": 1622, "dataTransfer": 2270800, "centicredits": 162200, }, { "date": "2026-09-15", "operations": 1517, "dataTransfer": 2123800, "centicredits": 151700, }, { "date": "2026-09-16", "operations": 1487, "dataTransfer": 2081800, "centicredits": 148700, }, { "date": "2026-09-17", "operations": 1616, "dataTransfer": 2262400, "centicredits": 161600, }, { "date": "2026-09-18", "operations": 1571, "dataTransfer": 2199400, "centicredits": 157100, }, { "date": "2026-09-19", "operations": 827, "dataTransfer": 1157800, "centicredits": 82700, }, ], "warnings": [], } } # Run the Actor and wait for it to finish run = client.actor("mediocre_interest/make-operations-analyzer").call(run_input=run_input) # Fetch and print Actor results from the run's dataset (if there are any) print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}") for item in client.dataset(run.default_dataset_id).iterate_items(): print(item) # 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start ``` ## CLI example ```bash echo '{ "usageSnapshotJson": { "snapshotVersion": 1, "capturedAt": "2026-09-19T08:00:00.000Z", "zone": "eu1", "organization": { "id": 1, "name": "Example agency", "lastReset": "2026-09-01T06:00:00.000Z", "nextReset": "2026-10-01T06:00:00.000Z", "restartPeriod": "1 month", "planOperations": 40000, "planTransferBytes": 21474836480, "operations": 26338, "transfer": 36873200, "centicreditsConsumed": 2633800, "activeScenarios": 11, "subscription": { "priceUsd": 34.12, "period": "month", "operations": 40000 } }, "teams": [ { "id": 10, "name": "Client A", "type": "standard", "consumedOperations": 20045, "operationsLimit": null }, { "id": 11, "name": "Client B", "type": "standard", "consumedOperations": 6293, "operationsLimit": null } ], "scenarios": [ { "id": 101, "name": "Sync Shopify orders to Sheets", "teamId": 10, "folderId": null, "folderPath": null, "isActive": true, "isPaused": false, "isInvalid": false, "hookId": null, "scheduling": { "type": "indefinitely", "interval": 900 }, "created": "2026-03-02T09:14:00.000Z", "lastEdit": "2026-03-02T09:14:00.000Z", "nextExec": null, "operations": 1822, "centicredits": 182200, "transfer": 2550800, "executions": 1766, "errors": 2, "dlqCount": 0, "allDlqCount": 0, "usedPackages": [ "shopify", "google-sheets" ], "usage": [ { "date": "2026-08-21", "operations": 99, "dataTransfer": 138600, "centicredits": 9900 }, { "date": "2026-08-22", "operations": 99, "dataTransfer": 138600, "centicredits": 9900 }, { "date": "2026-08-23", "operations": 99, "dataTransfer": 138600, "centicredits": 9900 }, { "date": "2026-08-24", "operations": 99, "dataTransfer": 138600, "centicredits": 9900 }, { "date": "2026-08-25", "operations": 99, "dataTransfer": 138600, "centicredits": 9900 }, { "date": "2026-08-26", "operations": 99, "dataTransfer": 138600, "centicredits": 9900 }, { "date": "2026-08-27", "operations": 99, "dataTransfer": 138600, 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1944600, "centicredits": 138900 }, { "date": "2026-09-05", "operations": 1338, "dataTransfer": 1873200, "centicredits": 133800 }, { "date": "2026-09-06", "operations": 1353, "dataTransfer": 1894200, "centicredits": 135300 }, { "date": "2026-09-07", "operations": 1338, "dataTransfer": 1873200, "centicredits": 133800 }, { "date": "2026-09-08", "operations": 1392, "dataTransfer": 1948800, "centicredits": 139200 }, { "date": "2026-09-09", "operations": 1366, "dataTransfer": 1912400, "centicredits": 136600 }, { "date": "2026-09-10", "operations": 1259, "dataTransfer": 1762600, "centicredits": 125900 }, { "date": "2026-09-11", "operations": 1223, "dataTransfer": 1712200, "centicredits": 122300 }, { "date": "2026-09-12", "operations": 1385, "dataTransfer": 1939000, "centicredits": 138500 }, { "date": "2026-09-13", "operations": 1643, "dataTransfer": 2300200, "centicredits": 164300 }, { "date": "2026-09-14", "operations": 1622, "dataTransfer": 2270800, "centicredits": 162200 }, { "date": "2026-09-15", "operations": 1517, "dataTransfer": 2123800, "centicredits": 151700 }, { "date": "2026-09-16", "operations": 1487, "dataTransfer": 2081800, "centicredits": 148700 }, { "date": "2026-09-17", "operations": 1616, "dataTransfer": 2262400, "centicredits": 161600 }, { "date": "2026-09-18", "operations": 1571, "dataTransfer": 2199400, "centicredits": 157100 }, { "date": "2026-09-19", "operations": 827, "dataTransfer": 1157800, "centicredits": 82700 } ], "warnings": [] } }' | apify call mediocre_interest/make-operations-analyzer --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "type": "http", "url": "https://mcp.apify.com/?tools=fetch-actor-details,mediocre_interest/make-operations-analyzer" } } } ``` The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer ` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations). ## OpenAPI specification Download the OpenAPI definition: https://api.apify.com/v2/actors/PpxeIV5yaGJ2LF2nv/builds/Q1toygDwcrWLVda6h/openapi.json