Trigger from Telegram to scrape Google Maps, generate AI summaries, and extract emails from websites, then log results to Sheets and notify you on completion.
This AI agent collects local business data from Google Maps, generates AI-driven company summaries, and discovers contact emails when available. It cleans and deduplicates entries and stores them in a CRM-ready sheet. The flow is triggered via Telegram for on-the-go control and scalable batch processing.
Core capabilities that turn maps data into actionable leads.
Trigger searches via Telegram to start a lead-enrichment run.
Scrape Google Maps to collect business details (name, category, location, website).
Deduplicate and normalize the results to ensure consistency.
Generate AI-driven summaries for each business.
Extract authoritative contact emails from websites when available.
Upsert core data to Google Sheets and notify completion via Telegram.
This AI agent replaces fragmented, manual lead research with a repeatable automation that starts from a mobile trigger and delivers CRM-ready data. It addresses real-world pain points and yields tangible outcomes.
A simple three-step flow for non-technical users.
Send a Telegram message with Sector; Limit; Maps search to start the lead-enrichment run.
Apify scrapes Google Maps for business data and the results are deduplicated and prepared for processing.
OpenAI generates summaries, Jina AI fetches site content to locate emails, and data is upserted to Sheets with a Telegram DONE notification.
A realistic scenario showing inputs, timing, and results.
Scenario: A local SEO agency needs 50 plumbers in Paris. Trigger via Telegram with Sector=Plumbers; Limit=50; Maps search for plumbers in Paris. The AI agent scrapes, generates summaries, and extracts emails from the sites. Result: 50 leads with names, addresses, websites, and verified emails in a Google Sheet, with a DONE notification sent via Telegram in about 1–2 hours.
Roles that gain faster, cleaner local lead data.
Need locally targeted lists with consistent summaries and contact emails.
Identify new business sectors for campaigns with reliable contact details.
Spot investment opportunities with business-type leads and addresses.
Source potential local vendors and franchise targets.
Maintain clean, deduplicated lead data in CRM-ready format.
Trigger leads while on the go and export quickly to spreadsheets.
Tools that enable end-to-end automation inside the AI agent workflow.
Captures user input to start the AI agent run.
Executes the Maps scraper to collect business data.
Performs AI analysis to generate summaries and extract emails.
Converts website HTML to machine-friendly Markdown for AI parsing.
Stores and updates lead data in a centralized sheet.
Six practical scenarios that show value across sectors.
Common practical questions and detailed answers.
The AI agent collects publicly visible business name, category, address, phone (if available), and website when accessible. Data handling follows platform terms and keeps entries deduplicated. If a field is missing, the workflow notes that and continues without blocking downstream steps.
Emails are sourced from the most authoritative pages found on the company site. The AI step prioritizes primary domain emails and notes confidence levels in the summary. If no email is found, the row remains in Sheets with a blank email field for follow-up later.
Yes. The Telegram trigger lets you start lead-enrichment on the go. You can specify sector and limit in a compact message, and the AI agent handles processing in the background. Completion is confirmed with a DONE notification.
The AI agent operates within your connected accounts and uses standard credential management. Data remains in your Sheets and is only shared with services you authorize. Access can be restricted and logs can be reviewed to ensure compliance.
If a site blocks scraping, the workflow can fallback to a lighter data capture or skip that entry. It can retry with adjusted scraping settings or move on to the next lead, logging any issues for manual follow-up.
Yes. You can tailor the sector, limit, and search parameters for Google Maps, and adjust the OpenAI prompts to produce summaries in your preferred tone and language. This ensures alignment with your CRM standards and outreach strategy.
The AI agent is compatible with many CRM options. You can replace the Sheets step with a connector to HubSpot, Pipedrive, or another CRM, enabling direct lead injection and downstream workflows.
Trigger from Telegram to scrape Google Maps, generate AI summaries, and extract emails from websites, then log results to Sheets and notify you on completion.
