Turning Google Maps Scraper Output into a 0-100 Lead Priority Score (No Scraping, No LLM)

orange

Posted on Sep 5

Edited on Sep 8

If you've ever looked at a lead-gen pipeline for a local SEO or web design agency, you know the pattern: scrape a bunch of businesses off Google Maps, then manually eyeball which ones are worth calling. Missing website? Good lead. Unclaimed Google Business Profile? Also good. Both? Great lead. But sorting hundreds or thousands of rows by hand on multiple criteria doesn't scale.

I built Google Maps Lead Priority Scorer, an Apify Actor that takes the JSON output you already have from a Google Maps scraper and turns it into a single sortable priorityScore (0-100) per business, plus a plain-English list of reasons. It does no scraping and makes no LLM or external API calls — it's pure post-processing of data you already paid to collect.