# Tomato Cart AI Intelligence – B2B Lead & Competitor Analyze (`tomato_cart/ai-maps-intelligence`) Actor AI-powered B2B lead generation and competitor intelligence from Google Maps. Two modes: Bulk Lead Finder (AI scoring + email drafts) or Single Business Analysis (deep competitor insights + PDF reports). 10 free/month. - **URL**: https://apify.com/tomato\_cart/ai-maps-intelligence.md - **Developed by:** [Richard](https://apify.com/tomato_cart) (community) - **Categories:** Lead generation, AI, Automation - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, NaN bookmarks - **User rating**: No ratings yet ## Pricing from $19.00 / 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 ## 🍅 Tomato Cart AI Intelligence ### AI-Powered Google Maps Business Intelligence Discover and analyze businesses on Google Maps with AI-driven insights. Generate lead scores, sales email drafts, competitor comparisons, market insights, and PDF/CSV reports — all in one run. --- ### 🎯 Two Modes | Feature | Bulk Lead Generation | Single Business Analysis | |---------|--------------------|------------------------| | **Use case** | Find prospects by industry + location | Deep analysis of one specific business | | **Input** | Keywords + Locations array | Maps URL or "Business Name, City" | | **Output** | Lead list with AI scores + email drafts | Competitor comparison + recommendations + PDF | | **Best for** | Sales teams, B2B prospecting | Business owners, marketers, consultants | #### Bulk Lead Generation Input industry keywords and city locations. The actor searches Google Maps, scores each business as a lead (0-100), generates a personalized sales email draft, and exports everything as CSV. **Example**: Find plastic injection molding manufacturers in Chicago, Detroit, and Cleveland. #### Single Business Analysis Input a Google Maps URL or business name. The actor analyzes the target business, discovers competitors nearby, compares them with AI-generated strengths/weaknesses, and produces a professional PDF report with market insights and actionable recommendations. **Example**: Analyze "Home Slice Pizza, Austin TX" — get competitors, market insights, and improvement suggestions. --- ### ⭐ Core Features | Feature | Description | Availability | |---------|-------------|-------------| | **Lead Score (0-100)** | AI-powered scoring based on rating, reviews, distance, and sentiment | ✅ All modes | | **Best Call Time** | Intelligent call timing suggestions per lead | ✅ All modes | | **AI Email Draft** | Personalized 100-150 word sales outreach email per lead | ✅ All modes | | **CSV Export** | All leads as CSV with full fields | ✅ All modes | | **PDF Report** | Professional report with tables, insights, recommendations | ✅ Single Business | | **Market Insights** | Average ratings, common pain points, differentiation advice | ✅ Single Business | | **Competitor Analysis** | Strengths/weaknesses/opportunities per competitor via DeepSeek AI | ✅ Single Business | | **Google Maps Reviews** | Extract up to N reviews per business (configurable) | ✅ All modes | | **Free Tier** | 10 free results per user per month | ✅ All modes | | **B2B Presets** | Pre-configured industry keyword sets | ✅ Bulk mode | --- ### 🚀 Quick Start ### 📋 Input Guide — Which Fields to Fill #### If you selected "Bulk Lead Generation": | Field | Required | What to fill | |-------|----------|-------------| | `taskType` | ✅ | `bulk_leads` | | `bulkKeywords` | ✅ | Industry keywords like `["plastic injection molding", "mold maker"]` | | `bulkLocations` | ✅ | Cities like `["Chicago, IL", "Detroit, MI"]` | | `bulkMaxLeads` | Optional | Max leads per location (default 50) | **Leave Single Business fields (singleTarget, singleLocation, etc.) EMPTY.** #### If you selected "Single Business Analysis": | Field | Required | What to fill | |-------|----------|-------------| | `taskType` | ✅ | `single_business` | | `singleTarget` | ✅ | Maps URL or "Business Name, City" | | `singleLocation` | Optional | City if Target is a name | | `singleMaxCompetitors` | Optional | Max competitors (default 10) | | `singleRadiusKm` | Optional | Search radius in km (default 2) | **Leave Bulk fields (bulkKeywords, bulkLocations, etc.) EMPTY.** > ⚠️ The Actor will auto-detect mixed parameters and clear conflicting ones with a warning. #### Prerequisites - A **DeepSeek API key** (set as `DEEPSEEK_API_KEY` env variable) - (Optional) Configure `competitor_analysis` event at $0.015/unit in Apify Console → Monetization #### Bulk Lead Generation — Input Example ```json { "taskType": "bulk_leads", "bulkKeywords": [ "plastic injection molding", "mold maker", "CNC machining" ], "bulkLocations": [ "Chicago, IL", "Detroit, MI", "Cleveland, OH" ], "bulkMaxLeads": 100, "maxReviewsPerPlace": 3 } ```` #### Single Business Analysis — Input Example ```json { "taskType": "single_business", "singleTarget": "https://www.google.com/maps/place/Home+Slice+Pizza/@30.2492286,-97.7495328,17z", "singleMaxCompetitors": 10, "singleRadiusKm": 2, "maxReviewsPerPlace": 5 } ``` Or by business name: ```json { "taskType": "single_business", "singleTarget": "Home Slice Pizza", "singleLocation": "Austin, TX", "singleMaxCompetitors": 10, "singleRadiusKm": 2 } ``` *** ### 📦 Output Structure #### Top-level fields ```json { "target": { "name": "...", "rating": 4.7, "address": "...", ... }, "competitors": [ { "name": "DeSano Pizzeria", "rating": 4.7, "address": "...", "phone": "...", "website": "...", "place_id": "...", "lat": 30.25, "lng": -97.74, "reviews": [{ "text": "...", "rating": 5, "publishedAt": "..." }], "leadScore": 85, "bestCallTime": "Tuesday-Thursday 2-4 PM", "emailDraft": "Subject: Partnership opportunity for DeSano Pizzeria...", "ai_strengths": ["High rating indicates strong...", "Over 1,300 reviews..."], "ai_weaknesses": ["Limited menu variety...", "No online ordering..."], "ai_opportunities": ["Could expand to catering..."] } ], "market_insights": { "average_rating": 4.65, "common_pain_points": ["Slow service during peak hours", "Limited parking"], "differentiation_advice": "Focus on unique toppings and faster delivery." }, "recommendations": [ "Implement online ordering system", "Offer loyalty program", "Extend operating hours on weekends" ], "reportPdfUrl": "https://api.apify.com/.../report_xxx.pdf", "csvExportUrl": "https://api.apify.com/.../leads_export_xxx.csv" } ``` *** ### 💰 Pricing | Item | Price | Notes | |------|-------|-------| | **Free tier** | **10 results/month** | No charge for first 10 per user/month | | **competitor\_analysis** | **$0.015/each** | Charged per competitor analyzed | | **AI analysis** | Included | DeepSeek API calls included | | **PDF/CSV reports** | Included | No additional charge | #### Example costs | Scenario | Results | Free | Charged | Total Cost | |----------|---------|------|---------|-----------| | First run, 14 leads | 14 | 10 | 4 | **$0.06** | | Second run, 14 leads | 14 | 0 | 14 | **$0.21** | | Monthly batch (2 runs) | 28 | 10 | 18 | **$0.27** | *** ### 🧠 Technology Stack | Component | Technology | |-----------|-----------| | Web scraping | Playwright (headless Chromium) | | AI analysis | DeepSeek (deepseek-chat) via OpenAI SDK | | Data export | CSV + Playwright PDF generation | | Platform | Apify (serverless, pay-per-event) | | Anti-detection | Custom stealth script + user agent rotation | *** ### 🔧 Environment Variables | Variable | Required | Description | |----------|----------|-------------| | `DEEPSEEK_API_KEY` | ✅ Yes | DeepSeek API key for AI analysis | *** ### 📋 Tags - `B2B Leads` - `Competitor Analysis` - `AI Scoring` - `Email Drafts` - `Google Maps` - `Lead Generation` - `Market Research` *** ### 🤝 Support - **Issues**: Create a ticket on the Apify Store page - **Developer**: Tomato Cart - **Built with**: Apify SDK + Playwright + DeepSeek AI *** ### 📝 Changelog | Version | Date | Changes | |---------|------|---------| | v0.9 | 2026-05 | Task type selector (bulk/single), backward compat | | v0.8 | 2026-05 | Free tier (10/mo), leadScore improvements | | v0.7 | 2026-05 | Email drafts, CSV export | | v0.6 | 2026-05 | Lead scoring, best call time | | v0.5 | 2026-05 | PDF report, charging | | v0.4 | 2026-05 | Market insights, recommendations | | v0.3 | 2026-05 | DeepSeek AI integration | | v0.2 | 2026-05 | Review extraction | | v0.1 | 2026-05 | Initial release | # Actor input Schema ## `taskType` (type: `string`): Required. Choose Bulk Lead Generation or Single Business Analysis. ## `bulkKeywords` (type: `array`): Keywords for your target industry. Example: plastic injection molding, mold maker, CNC machining ## `bulkLocations` (type: `array`): Cities to search. Example: Chicago, IL; Detroit, MI; Cleveland, OH ## `bulkMaxLeads` (type: `integer`): Maximum number of leads to collect per location. ## `singleTarget` (type: `string`): Google Maps URL, or business name + city (e.g. Home Slice Pizza, Austin TX) ## `singleLocation` (type: `string`): City or area for the business. Only needed if Target is a name, not a URL. ## `singleMaxCompetitors` (type: `integer`): Maximum competitors to analyze. ## `singleRadiusKm` (type: `integer`): Radius in km to search for competitors. ## `maxReviewsPerPlace` (type: `integer`): Reviews to collect per competitor (0 = skip). Applies to both modes. ## Actor input object example ```json { "taskType": "bulk_leads", "bulkKeywords": [ "plastic injection molding", "mold maker" ], "bulkLocations": [ "Chicago, IL", "Detroit, MI" ], "bulkMaxLeads": 50, "singleTarget": "Home Slice Pizza, Austin TX", "singleLocation": "", "singleMaxCompetitors": 10, "singleRadiusKm": 2, "maxReviewsPerPlace": 5 } ``` # 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 = { "bulkKeywords": [ "plastic injection molding", "mold maker" ], "bulkLocations": [ "Chicago, IL", "Detroit, MI" ], "singleTarget": "Home Slice Pizza, Austin TX" }; // Run the Actor and wait for it to finish const run = await client.actor("tomato_cart/ai-maps-intelligence").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 = { "bulkKeywords": [ "plastic injection molding", "mold maker", ], "bulkLocations": [ "Chicago, IL", "Detroit, MI", ], "singleTarget": "Home Slice Pizza, Austin TX", } # Run the Actor and wait for it to finish run = client.actor("tomato_cart/ai-maps-intelligence").call(run_input=run_input) # Fetch and print Actor results from the run's dataset (if there are any) print("💾 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 '{ "bulkKeywords": [ "plastic injection molding", "mold maker" ], "bulkLocations": [ "Chicago, IL", "Detroit, MI" ], "singleTarget": "Home Slice Pizza, Austin TX" }' | apify call tomato_cart/ai-maps-intelligence --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=tomato_cart/ai-maps-intelligence", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Tomato Cart AI Intelligence – B2B Lead & Competitor Analyze", "description": "AI-powered B2B lead generation and competitor intelligence from Google Maps. Two modes: Bulk Lead Finder (AI scoring + email drafts) or Single Business Analysis (deep competitor insights + PDF reports). 10 free/month.", "version": "0.13", "x-build-id": "cMSviRegZGzjcbN42" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/tomato_cart~ai-maps-intelligence/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-tomato_cart-ai-maps-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": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/tomato_cart~ai-maps-intelligence/runs": { "post": { "operationId": "runs-sync-tomato_cart-ai-maps-intelligence", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/tomato_cart~ai-maps-intelligence/run-sync": { "post": { "operationId": "run-sync-tomato_cart-ai-maps-intelligence", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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", "required": [ "taskType" ], "properties": { "taskType": { "title": "Select Analysis Mode (Required)", "enum": [ "bulk_leads", "single_business" ], "type": "string", "description": "Required. Choose Bulk Lead Generation or Single Business Analysis.", "default": "bulk_leads" }, "bulkKeywords": { "title": "Industry Keywords (Bulk Lead Generation)", "type": "array", "description": "Keywords for your target industry. Example: plastic injection molding, mold maker, CNC machining", "items": { "type": "string" }, "default": [] }, "bulkLocations": { "title": "Locations (Bulk Lead Generation)", "type": "array", "description": "Cities to search. Example: Chicago, IL; Detroit, MI; Cleveland, OH", "items": { "type": "string" }, "default": [] }, "bulkMaxLeads": { "title": "Max Leads Per Location (Bulk Lead Generation)", "minimum": 10, "maximum": 500, "type": "integer", "description": "Maximum number of leads to collect per location.", "default": 50 }, "singleTarget": { "title": "Target Business (Single Business Analysis)", "type": "string", "description": "Google Maps URL, or business name + city (e.g. Home Slice Pizza, Austin TX)" }, "singleLocation": { "title": "Location (Single Business Analysis)", "type": "string", "description": "City or area for the business. Only needed if Target is a name, not a URL.", "default": "" }, "singleMaxCompetitors": { "title": "Max Competitors (Single Business Analysis)", "minimum": 3, "maximum": 30, "type": "integer", "description": "Maximum competitors to analyze.", "default": 10 }, "singleRadiusKm": { "title": "Search Radius (km) (Single Business Analysis)", "minimum": 1, "maximum": 10, "type": "integer", "description": "Radius in km to search for competitors.", "default": 2 }, "maxReviewsPerPlace": { "title": "Max Reviews Per Place (Common)", "minimum": 0, "maximum": 20, "type": "integer", "description": "Reviews to collect per competitor (0 = skip). Applies to both modes.", "default": 5 } } }, "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 } } } } } } } } } } ```