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Developer Builds Scoring Tool to Rank Google Maps Business Leads Without AI or Scraping

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A developer has released a tool called Google Maps Lead Priority Scorer, an Apify Actor that assigns a 0-100 priority score to businesses using data already collected from Google Maps scrapers. The tool evaluates four signals: absence of a real website, an unclaimed Google Business Profile, missing profile fields such as phone or hours, and a below-median review count compared to nearby businesses. Businesses are then sorted into Hot, Warm, or Cold lead tiers, with permanently closed listings automatically excluded. The tool performs no scraping and makes no external API or AI calls, relying entirely on local computation over existing data. Pricing is set at $0.005 per run plus $0.0015 per scored result, making it cost roughly $1.51 to process 1,000 leads.

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Developer Builds Scoring Tool to Rank Google Maps Business Leads Without AI or Scraping · ShortSingh