# SAM Vendor Pursuit Intelligence (`taroyamada/sam-vendor-pursuit-intelligence`) Actor Extract federal opportunity pursuit leads from SAM.gov search inputs, with agency, NAICS, deadline, set-aside, contact, and warning fields. - **URL**: https://apify.com/taroyamada/sam-vendor-pursuit-intelligence.md - **Developed by:** [åĪŠéƒŽ åąąį”°](https://apify.com/taroyamada) (community) - **Categories:** Lead generation, Business - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, NaN bookmarks - **User rating**: No ratings yet ## Pricing from $8.00 / 1,000 results This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events. Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event ## What's an Apify Actor? Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases. 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. Actors are written with capital "A". ## 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. The best way to integrate Actors is as follows. In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md): ```bash npm install apify-client ``` In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md): ```bash pip install apify-client ``` In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md): ````bash # MacOS / Linux curl -fsSL https://apify.com/install-cli.sh | bash # Windows irm https://apify.com/install-cli.ps1 | iex ```bash In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md). If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md). For usage examples, see the [API](#api) section below. For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt). # README ## SAM Vendor Pursuit Intelligence Extract federal opportunity pursuit leads from SAM.gov search inputs, with agency, NAICS, deadline, set-aside, contact, and warning fields. ### What it returns - Normalized SAM.gov opportunity pursuit rows with source URLs, agency/office, NAICS, set-aside, response deadline, place of performance, contacts, pursuit signals, confidence, and relevance score. - Run-level warnings when SAM auth is unavailable, filters return no rows, or a date cannot be sent to SAM.gov. - Deterministic dry-run/sample rows for smoke tests and Apify UI previews. - A local `output/result.json` file for reproducible smoke tests. ### Input Use `input.json` as the quickstart. - `keywords`: optional opportunity title/search terms. - `naicsCodes`: optional NAICS filters sent as SAM `ncode`. - `agency`: optional client-side agency/office filter. - `postedFrom` and `postedTo`: optional `MM/DD/YYYY` or `YYYY-MM-DD` date filters. - `samApiKey`: optional. Falls back to `SAM_API_KEY`. - `emitSampleOnAuthMissing`: emits a clearly marked sample row when live auth is unavailable. - `delivery`: `dataset` or `webhook`. - `webhookUrl`: required only when `delivery=webhook` and `dryRun=false`. - `dryRun`: skips SAM.gov requests and delivery, then writes deterministic sample output. Set `dryRun=false` in Apify Cloud tasks when you want rows written to the default dataset or posted to a webhook. If no SAM key is configured, the actor warns and emits either a sample row or zero rows depending on `emitSampleOnAuthMissing`. ### Pricing This actor is intended for PAY_PER_EVENT with a low actor-start fee and a default dataset item fee of $0.008 per result row. The result price is set above the HTTP-light operating floor because the row is positioned as a lead/intelligence unit rather than raw page scraping. ### Notes The actor uses the public SAM.gov opportunities API directly. It does not use search engines or private portals, and it emits warnings instead of failing the whole run when auth is missing, a source times out, or filters return no useful rows. # Actor input Schema ## `keywords` (type: `array`): Opportunity keywords to search. ## `naicsCodes` (type: `array`): Optional NAICS filters. ## `agency` (type: `string`): Optional federal agency filter. ## `postedFrom` (type: `string`): Optional posted-from date. Accepts MM/DD/YYYY or YYYY-MM-DD and is sent to the SAM API as MM/DD/YYYY. ## `postedTo` (type: `string`): Optional posted-to date. Accepts MM/DD/YYYY or YYYY-MM-DD and is sent to the SAM API as MM/DD/YYYY. ## `samApiKey` (type: `string`): Optional SAM.gov API key. Falls back to SAM_API_KEY environment variable. ## `samApiUrl` (type: `string`): Optional SAM opportunities search endpoint override for testing or gateway deployments. ## `emitSampleOnAuthMissing` (type: `boolean`): Emit one clearly marked sample row when no SAM API key is available. ## `limit` (type: `integer`): Maximum rows to emit. ## `delivery` (type: `string`): Where to send results. ## `webhookUrl` (type: `string`): Required when delivery=webhook. ## `dryRun` (type: `boolean`): Run without writing dataset rows or posting webhook output. ## Actor input object example ```json { "keywords": [ "software" ], "naicsCodes": [], "agency": "", "postedFrom": "", "postedTo": "", "samApiKey": "", "samApiUrl": "https://api.sam.gov/opportunities/v2/search", "emitSampleOnAuthMissing": true, "limit": 25, "delivery": "dataset", "webhookUrl": "", "dryRun": false } ```` # 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 = { "keywords": [ "software" ], "naicsCodes": [] }; // Run the Actor and wait for it to finish const run = await client.actor("taroyamada/sam-vendor-pursuit-intelligence").call(input); // Fetch and print Actor results from the run's dataset (if any) console.log('Results from dataset'); console.log(`ðŸ’ū 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 = { "keywords": ["software"], "naicsCodes": [], } # Run the Actor and wait for it to finish run = client.actor("taroyamada/sam-vendor-pursuit-intelligence").call(run_input=run_input) # Fetch and print Actor results from the run's dataset (if there are any) print("ðŸ’ū Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"]) for item in client.dataset(run["defaultDatasetId"]).iterate_items(): print(item) # 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start ``` ## CLI example ```bash echo '{ "keywords": [ "software" ], "naicsCodes": [] }' | apify call taroyamada/sam-vendor-pursuit-intelligence --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=taroyamada/sam-vendor-pursuit-intelligence", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "SAM Vendor Pursuit Intelligence", "description": "Extract federal opportunity pursuit leads from SAM.gov search inputs, with agency, NAICS, deadline, set-aside, contact, and warning fields.", "version": "0.1", "x-build-id": "9tqFLQyPJNcL5qucs" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/taroyamada~sam-vendor-pursuit-intelligence/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-taroyamada-sam-vendor-pursuit-intelligence", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/taroyamada~sam-vendor-pursuit-intelligence/runs": { "post": { "operationId": "runs-sync-taroyamada-sam-vendor-pursuit-intelligence", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK", "content": { "application/json": { "schema": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/taroyamada~sam-vendor-pursuit-intelligence/run-sync": { "post": { "operationId": "run-sync-taroyamada-sam-vendor-pursuit-intelligence", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } } }, "components": { "schemas": { "inputSchema": { "type": "object", "properties": { "keywords": { "title": "Keywords", "type": "array", "description": "Opportunity keywords to search.", "default": [ "software" ], "items": { "type": "string" } }, "naicsCodes": { "title": "NAICS codes", "type": "array", "description": "Optional NAICS filters.", "default": [], "items": { "type": "string" } }, "agency": { "title": "Agency", "type": "string", "description": "Optional federal agency filter.", "default": "" }, "postedFrom": { "title": "Posted from", "type": "string", "description": "Optional posted-from date. Accepts MM/DD/YYYY or YYYY-MM-DD and is sent to the SAM API as MM/DD/YYYY.", "default": "" }, "postedTo": { "title": "Posted to", "type": "string", "description": "Optional posted-to date. Accepts MM/DD/YYYY or YYYY-MM-DD and is sent to the SAM API as MM/DD/YYYY.", "default": "" }, "samApiKey": { "title": "SAM API key", "type": "string", "description": "Optional SAM.gov API key. Falls back to SAM_API_KEY environment variable.", "default": "" }, "samApiUrl": { "title": "SAM API URL", "type": "string", "description": "Optional SAM opportunities search endpoint override for testing or gateway deployments.", "default": "https://api.sam.gov/opportunities/v2/search" }, "emitSampleOnAuthMissing": { "title": "Emit sample on missing auth", "type": "boolean", "description": "Emit one clearly marked sample row when no SAM API key is available.", "default": true }, "limit": { "title": "Result limit", "minimum": 1, "maximum": 100, "type": "integer", "description": "Maximum rows to emit.", "default": 25 }, "delivery": { "title": "Delivery", "enum": [ "dataset", "webhook" ], "type": "string", "description": "Where to send results.", "default": "dataset" }, "webhookUrl": { "title": "Webhook URL", "type": "string", "description": "Required when delivery=webhook.", "default": "" }, "dryRun": { "title": "Dry run", "type": "boolean", "description": "Run without writing dataset rows or posting webhook output.", "default": false } } }, "runsResponseSchema": { "type": "object", "properties": { "data": { "type": "object", "properties": { "id": { "type": "string" }, "actId": { "type": "string" }, "userId": { "type": "string" }, "startedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "finishedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "status": { "type": "string", "example": "READY" }, "meta": { "type": "object", "properties": { "origin": { "type": "string", "example": "API" }, "userAgent": { "type": "string" } } }, "stats": { "type": "object", "properties": { "inputBodyLen": { "type": "integer", "example": 2000 }, "rebootCount": { "type": "integer", "example": 0 }, "restartCount": { "type": "integer", "example": 0 }, "resurrectCount": { "type": "integer", "example": 0 }, "computeUnits": { "type": "integer", "example": 0 } } }, "options": { "type": "object", "properties": { "build": { "type": "string", "example": "latest" }, "timeoutSecs": { "type": "integer", "example": 300 }, "memoryMbytes": { "type": "integer", "example": 1024 }, "diskMbytes": { "type": "integer", "example": 2048 } } }, "buildId": { "type": "string" }, "defaultKeyValueStoreId": { "type": "string" }, "defaultDatasetId": { "type": "string" }, "defaultRequestQueueId": { "type": "string" }, "buildNumber": { "type": "string", "example": "1.0.0" }, "containerUrl": { "type": "string" }, "usage": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "integer", "example": 1 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } }, "usageTotalUsd": { "type": "number", "example": 0.00005 }, "usageUsd": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "number", "example": 0.00005 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } } } } } } } } } ```