AI-Powered Local Leads Scraper v2.3 - Kitchen Sink Edition

Scrape Google Maps for local business leads with AI-powered lead scoring and prioritization. BYOK (Bring Your Own Key) - Use your Anthropic API key for Claude AI to analyze each lead and provide: quality score (0-100), priority tier (hot/warm/cold), buying signals.

BYOK (Bring Your Own Key) -- you provide your own API credentials.

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Before You Start

This actor requires your own API credentials to fetch real data.

Where to get your key: Your Hunter.io API key

You can test with Demo Mode first (free, no key needed) to see the output format before committing.

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Quick Start

Test with Demo Mode (free, no API key needed)

{
  "demoMode": true,
  "searchQuery": "plumbers",
  "location": "Dallas, TX"
}

Run with real data

{
  "demoMode": false,
  "searchQuery": "plumbers",
  "location": "Dallas, TX",
  "maxResults": 100,
  "includeEmail": false,
  "findLinkedIn": false,
  "useHunterIo": false,
  "hunterApiKey": "YOUR_API_KEY_HERE",
  "useApollo": false,
  "apolloApiKey": "YOUR_API_KEY_HERE",
  "useClearbit": false,
  "clearbitApiKey": "YOUR_API_KEY_HERE",
  "useSnovIo": false,
  "snovIoClientId": "YOUR_API_KEY_HERE",
  "snovIoClientSecret": "YOUR_API_KEY_HERE",
  "useFullContact": false,
  "fullContactApiKey": "YOUR_API_KEY_HERE",
  "useLusha": false,
  "lushaApiKey": "YOUR_API_KEY_HERE",
  "minRating": 0,
  "maxRating": 5,
  "hasWebsite": false,
  "noWebsite": false,
  "anthropicApiKey": "YOUR_API_KEY_HERE",
  "enableAiScoring": true
}

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Input Parameters

Parameter	Type	Default	Required	Description
searchQuery	string	"plumbers"	No	Business category to search for (e.g., 'plumbers', 'dentists', 'restaurants')
location	string	"Dallas, TX"	No	City and state to search in (e.g., 'Dallas, TX' or 'New York, NY')
maxResults	integer	100	No	Maximum number of leads to scrape (default: 100, max: 500)
includeEmail	boolean	false	No	Scrape emails directly from business websites (free but slower)
findLinkedIn	boolean	false	No	Search Google for company LinkedIn pages (free, adds ~1 second per lead)
useHunterIo	boolean	false	No	Professional email finding with verified addresses (requires API key from hunter.io)
hunterApiKey	string	-	Yes*	Your Hunter.io API key
useApollo	boolean	false	No	Find decision-maker contacts with titles and LinkedIn profiles (requires API key from apollo.io)
apolloApiKey	string	-	Yes*	Your Apollo.io API key
useClearbit	boolean	false	No	Enrich with company info, social profiles, and tech stack (requires API key from clearbit.com)
clearbitApiKey	string	-	Yes*	Your Clearbit API key
useSnovIo	boolean	false	No	Email finder and verification with contact details (requires credentials from snov.io)
snovIoClientId	string	-	Yes*	Your Snov.io Client ID
snovIoClientSecret	string	-	Yes*	Your Snov.io Client Secret
useFullContact	boolean	false	No	Company profiles with employee count, founded year, and social links (requires API key from fullcontact.com)
fullContactApiKey	string	-	Yes*	Your FullContact API key
useLusha	boolean	false	No	Find verified emails and direct phone numbers for decision-makers (requires API key from lusha.com)
lushaApiKey	string	-	Yes*	Your Lusha API key
minRating	number	0	No	Only include businesses with this rating or higher (0-5)
maxRating	number	5	No	Only include businesses with this rating or lower (useful for finding businesses that need help)
hasWebsite	boolean	false	No	Only include businesses that have a website listed
noWebsite	boolean	false	No	Only include businesses WITHOUT a website (great for web design leads)
anthropicApiKey	string	-	Yes*	Your Anthropic API key to enable AI-powered lead scoring and prioritization. Get yours at console.anthropic.com. Leave empty to skip AI analysis.
enableAiScoring	boolean	true	No	When enabled with an API key, Claude analyzes each lead and provides: quality score (0-100), priority tier (hot/warm/cold), and personalized outreach recommendations.
demoMode	boolean	false	No	Run with sample data to test without real scraping. Returns realistic sample output instantly.
webhookUrl	string	-	No	URL to POST results when scraping completes (Zapier, Make, n8n, custom endpoint)

*Required when Demo Mode is off.

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Pricing

This actor uses pay-per-event billing:

Event	Description	Price
Lead Scraped	Each local business lead scraped and enriched	$0.06

Demo mode is free -- no charges for sample data.

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Troubleshooting

"API key is required"

You have Demo Mode turned off but didn't provide an API key. Either:

• Turn Demo Mode on to test with sample data
• Add your API key in the input

"API error 403" or "Unauthorized"

Your API key is invalid, expired, or doesn't have access to this specific API endpoint. Double-check your key and account permissions.

"API error 429" or "Rate limit"

Too many requests. Wait a minute and try again, or reduce the number of items per run.

No results or empty dataset

Check the run log for error messages. Common causes:

• Invalid input format (check the examples above)
• API key without proper permissions
• The target data doesn't exist or is too small to track

How do I test without an API key?

Enable Demo Mode in the input. This returns realistic sample data so you can verify the output format works for your workflow.

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Built by John Rippy | Actor Arsenal