# AI Google Ads Generator: RSA Headlines & Descriptions (`acme-ai/ai-google-ads-generator`) Actor Generate ready-to-use Google Ads (RSA) from a product description and an offer: headlines, descriptions, sitelinks, callouts, structured snippets, plus audience and scheduling suggestions. One ad per row. - **URL**: https://apify.com/acme-ai/ai-google-ads-generator.md - **Developed by:** [Acme AI](https://apify.com/acme-ai) (community) - **Categories:** E-commerce, Social media, Lead generation - **Stats:** 1 total users, 0 monthly users, 0.0% runs succeeded, 0 bookmarks - **User rating**: No ratings yet ## Pricing from $100.00 / 1,000 per success ads results This Actor is paid per event and usage. You are charged both the fixed price for specific events and for Apify platform usage. 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 ## ๐Ÿ“ฃ AI Google Ads Generator (RSA Headlines & Descriptions) Describe your product and your offer once, and get **ready-to-use Google Ads** in seconds. Each run returns multiple complete **Responsive Search Ads (RSA)** - every one a different angle - with all the fields Google asks for, already within the character limits, plus a **branded HTML campaign report**. > ๐ŸŽฏ **One ad per row.** Generate 5, 10 or 50 variations at once, export to CSV/Excel, and paste straight into Google Ads. **๐Ÿ“„ Every run also ships a branded, client-ready report** - share it as a link or email it, with the ICP, all ad groups and AI recommendations in one place. Not just raw rows. [![AI Google Ads report preview](https://api.apify.com/v2/key-value-stores/I8KX62PBaRQ0kOeaa/records/ai-google-ads-report.png?signature=zOpfx1rOEopMnBZhmx57)](https://api.apify.com/v2/key-value-stores/I8KX62PBaRQ0kOeaa/records/ai-google-ads-report-full.png?signature=10vZ71NWsJ5k0KcZ0Mpur) > Preview of the HTML report - company, ICP, ad groups, extensions and recommendations. Click to open the full report. --- ### What each ad includes (one row per ad) | Field | Limit | | |---|---|---| | **Headlines** | 30 chars | up to 12-15 | | **Descriptions** | 90 chars | up to 4 | | **Sitelinks** | title 25 ยท desc 35ร—2 | 4 | | **Callouts** | 25 chars | 6 | | **Structured snippet** | header + values 25 chars | 6 values | | **Long headline** | 90 chars | 1 | | **Ideas** | โ€” | keyword ideas, negative keywords, categories, tags | | **reportUrl** | โ€” | public link to the HTML campaign report | Every field is validated against Google's limits in code - if anything is too long it's trimmed and the row is flagged (`trimmed: true`). ### Plus a full campaign report Every run also builds a **branded HTML report** (saved to the Key-Value Store, returned as a public `reportUrl` on every row) containing: - **Company summary** and **Ideal Customer Profile (ICP)** + the typical search intent - All **ad groups** (one per generated ad) with headlines, keywords and extensions - **AI recommendations**: hooks to test, best times to run, and campaign tips > โ„น๏ธ The audience/timing recommendations are AI best-practice **suggestions**, not measured performance data. You can also have the report **emailed** by filling in the optional `emails` field. --- ### How to use Fill in just what matters: - **Product description** (required) โ€” *e.g. "TaskFlow is a project management app for remote startups..."* - **Offer** (required) โ€” *e.g. "14-day free trial, 30% off the annual plan, no credit card required."* - **Audience** (optional) โ€” *e.g. "Startup founders and PMs on remote teams of 10-50 people."* - **Competitor URLs** (optional) โ€” we read their positioning so your ads stand out - **Number of ads** โ€” how many to generate (each = one row) - **Emails** (optional) โ€” send the HTML report to these addresses --- ### Example output (one ad) ```json { "adNumber": 1, "angle": "Pain Point", "headlines": [ "Stop Remote Team Chaos", "Manage Projects Seamlessly", "TaskFlow for Remote Teams", "End Communication Gaps" ], "descriptions": [ "Tired of juggling tools? TaskFlow keeps your remote startup synced and on track.", "Eliminate the chaos of remote work. Manage tasks, files, and chats in one single place.", "Built specifically for remote teams. Stop chasing updates and start hitting deadlines.", "Start your 14-day free trial today. No credit card required. Save 30% on annual plans." ], "callouts": [ "14-Day Free Trial", "No Credit Card Needed", "30% Annual Discount", "Remote-First Design", "Instant Team Sync", "24/7 Priority Support" ], "structuredSnippetHeader": "Features", "structuredSnippetValues": [ "Task Boards", "Gantt Charts", "Time Tracking", "File Sharing", "Team Chat", "API Access" ], "longHeadline": "The All-In-One Project Management App Built Specifically for High-Growth Remote Startups.", "keywordIdeas": [ "remote project management", "startup software", "team collaboration tool", "task manager remote", "agile project tool", "startup productivity app", "remote workflow tool", "project tracker" ], "negativeKeywordIdeas": [ "free forever", "enterprise", "offline", "physical", "student" ], "adGroupTheme": "Remote Team Chaos Solution", "tags": [ "pain-point", "remote-work", "startup", "productivity", "efficiency" ], "trimmed": false, "reportUrl": "https://api.apify.com/v2/key-value-stores/gQqmvZZK8kwZ5INEc/records/re...&signature=...", "success": true } ```` *(headlines/keywords arrays trimmed here for brevity; `reportUrl` is a signed public link)* *** ### FAQ **What is the reportUrl?** A public, signed link to a branded HTML report with the ICP, all ad groups and AI recommendations. It opens in any browser, no token needed. **Are the audience/timing recommendations real performance data?** No - they are AI best-practice **suggestions** to use as a starting point. Validate them against your own campaign data. **Will the copy fit Google Ads?** Yes. The model is told the hard limits and the actor re-checks every field in code, trimming anything over the limit. **Can I generate many at once?** Yes - up to 50 ads per run, each a distinct angle. Larger batches are generated in parallel. **Can I call it in real time?** Yes. The Standby endpoint `POST /generate` responds synchronously. *** #### ๐Ÿ”Œ API integration **Batch run:** ```bash curl -X POST "https://api.apify.com/v2/acts/acme-ai~ai-google-ads-generator/run-sync-get-dataset-items?token=YOUR_TOKEN" \ -H "Content-Type: application/json" \ -d '{"productDescription":"TaskFlow - PM app for remote startups","offer":"14-day free trial, 30% off annual","numberOfAds":10,"emails":["you@company.com"]}' ``` **Standby (`POST /generate`):** ```bash curl -X POST "https://acme-ai--ai-google-ads-generator.apify.actor/generate" \ -H "Authorization: Bearer YOUR_APIFY_TOKEN" \ -H "Content-Type: application/json" \ --compressed \ -d '{"productDescription":"TaskFlow - PM app for remote startups","offer":"14-day free trial, 30% off annual","numberOfAds":10}' ``` The token goes in the `Authorization: Bearer` header, never in the URL. *** ### Notes Generated ad copy and recommendations are provided as a starting point and are not guarantees of performance. Always review copy and comply with Google Ads policies before publishing. # Actor input Schema ## `productDescription` (type: `string`): What you're advertising. Ex.: "TaskFlow is a project management app for remote startups - real-time boards, time tracking, Slack/GitHub integrations." ## `offer` (type: `string`): Your offer, promotion or main CTA. Ex.: "14-day free trial, 30% off the annual plan, no credit card required." ## `audience` (type: `string`): Who you're targeting. Ex.: "Startup founders and PMs on remote teams of 10-50 people." ## `competitorUrls` (type: `array`): Competitor landing pages. We read their positioning so your ads stand out. Ex.: \["https://asana.com", "https://monday.com"]. ## `numberOfAds` (type: `integer`): How many ads to generate. Each ad = one row, billed per ad. Ex.: 10. Max 50. ## `emails` (type: `array`): Optional. Email addresses to send the branded HTML report to. Ex.: \["you@company.com"]. ## Actor input object example ```json { "productDescription": "TaskFlow is a project management app for remote startups - real-time task boards, time tracking, and native Slack and GitHub integrations.", "offer": "14-day free trial, 30% off the annual plan, no credit card required.", "audience": "Startup founders and product managers on remote teams of 10-50 people.", "competitorUrls": [ "https://asana.com", "https://monday.com" ], "numberOfAds": 5 } ``` # Actor output Schema ## `ads` (type: `string`): One Google Ads RSA per row. # 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 = { "productDescription": "TaskFlow is a project management app for remote startups - real-time task boards, time tracking, and native Slack and GitHub integrations.", "offer": "14-day free trial, 30% off the annual plan, no credit card required.", "audience": "Startup founders and product managers on remote teams of 10-50 people.", "competitorUrls": [ "https://asana.com", "https://monday.com" ], "numberOfAds": 5 }; // Run the Actor and wait for it to finish const run = await client.actor("acme-ai/ai-google-ads-generator").call(input); // Fetch and print Actor results from the run's dataset (if any) console.log('Results from dataset'); console.log(`๐Ÿ’พ 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); }); // ๐Ÿ“š Want to learn more ๐Ÿ“–? Go to โ†’ 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 = { "productDescription": "TaskFlow is a project management app for remote startups - real-time task boards, time tracking, and native Slack and GitHub integrations.", "offer": "14-day free trial, 30% off the annual plan, no credit card required.", "audience": "Startup founders and product managers on remote teams of 10-50 people.", "competitorUrls": [ "https://asana.com", "https://monday.com", ], "numberOfAds": 5, } # Run the Actor and wait for it to finish run = client.actor("acme-ai/ai-google-ads-generator").call(run_input=run_input) # Fetch and print Actor results from the run's dataset (if there are any) print("๐Ÿ’พ Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"]) for item in client.dataset(run["defaultDatasetId"]).iterate_items(): print(item) # ๐Ÿ“š Want to learn more ๐Ÿ“–? Go to โ†’ https://docs.apify.com/api/client/python/docs/quick-start ``` ## CLI example ```bash echo '{ "productDescription": "TaskFlow is a project management app for remote startups - real-time task boards, time tracking, and native Slack and GitHub integrations.", "offer": "14-day free trial, 30% off the annual plan, no credit card required.", "audience": "Startup founders and product managers on remote teams of 10-50 people.", "competitorUrls": [ "https://asana.com", "https://monday.com" ], "numberOfAds": 5 }' | apify call acme-ai/ai-google-ads-generator --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=acme-ai/ai-google-ads-generator", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "AI Google Ads Generator: RSA Headlines & Descriptions", "description": "Generate ready-to-use Google Ads (RSA) from a product description and an offer: headlines, descriptions, sitelinks, callouts, structured snippets, plus audience and scheduling suggestions. One ad per row.", "version": "1.0", "x-build-id": "xJNw360F4JJX5PCmH" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/acme-ai~ai-google-ads-generator/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-acme-ai-ai-google-ads-generator", "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/acme-ai~ai-google-ads-generator/runs": { "post": { "operationId": "runs-sync-acme-ai-ai-google-ads-generator", "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/acme-ai~ai-google-ads-generator/run-sync": { "post": { "operationId": "run-sync-acme-ai-ai-google-ads-generator", "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", "required": [ "productDescription", "offer" ], "properties": { "productDescription": { "title": "Product description", "type": "string", "description": "What you're advertising. Ex.: \"TaskFlow is a project management app for remote startups - real-time boards, time tracking, Slack/GitHub integrations.\"" }, "offer": { "title": "Offer", "type": "string", "description": "Your offer, promotion or main CTA. Ex.: \"14-day free trial, 30% off the annual plan, no credit card required.\"" }, "audience": { "title": "Audience (optional)", "type": "string", "description": "Who you're targeting. Ex.: \"Startup founders and PMs on remote teams of 10-50 people.\"" }, "competitorUrls": { "title": "Competitor URLs (optional)", "type": "array", "description": "Competitor landing pages. We read their positioning so your ads stand out. Ex.: [\"https://asana.com\", \"https://monday.com\"].", "items": { "type": "string" } }, "numberOfAds": { "title": "Number of ads", "minimum": 1, "maximum": 50, "type": "integer", "description": "How many ads to generate. Each ad = one row, billed per ad. Ex.: 10. Max 50.", "default": 5 }, "emails": { "title": "Emails (optional)", "type": "array", "description": "Optional. Email addresses to send the branded HTML report to. Ex.: [\"you@company.com\"].", "items": { "type": "string" } } } }, "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 } } } } } } } } } } ```