AI Lead Finder
Built by Noorflows. This is the plain-text version of the working demo. It carries the same information without any of that page's design, because no major AI crawler runs JavaScript — this is the version a machine reads.
What is the AI Lead Finder?
It is a prospecting tool. You give it a city and a type of business. It pulls real listings from Google Maps, scores each one as a sales prospect, and writes a short reason next to every score. The result is a sortable table you can filter and download as a CSV file.
It is a demo. Anyone can open it and run a real search without asking us for anything.
What do you give it?
Two things: a city, typed freely, and a business type chosen from 12 that have been tuned in advance — Med spa, Dentist, Restaurant, Gym & fitness, Hair salon, Coffee shop, Law firm, Real estate agency, Auto repair, Plumber, Chiropractor, Dental / med clinic.
How is a lead scored?
Each business is scored from 1 to 10 by Claude Haiku 4.5, against an ideal-customer profile. The score is accompanied by a tier of A, B or C, and by a reason of under thirty words explaining it.
The model is given only what was scraped: the business name, its category, its city, its star rating, how many reviews it has, and whether it has a website and a phone number. Nothing else is available to it.
What does it refuse to do?
The reason may only use the fields it was given. The model is instructed never to invent anything about a business it has not been shown. This is the part worth watching: a scoring tool that embellishes is worse than no scoring tool, because the embellishment reads exactly like the finding.
What are its limits?
- Five live searches an hour, per visitor. Past that it says so and stops.
- An ambiguous city name is assumed to be the American one. "Manchester" finds Connecticut, not England.
- It reads public business listings only — no logins, and no personal profiles.
- A live search takes roughly thirty to forty-five seconds, because it scrapes first and scores afterwards.
Where does the data come from?
The demo scrapes public Google Maps listings through Apify, scores them with Claude, and runs on Cloudflare. Run for a client, it would work from data they provide or from an official API, under a documented lawful basis — not from scraping.
What is on screen before you search?
A sample dataset, so the page is never empty. It holds 48 businesses in the Medical spa and Facial spa category, scraped on 2026-06-27, across 6 cities: Miami, Doral, Miami Beach, Austin, West Lake Hills, Chicago.
- Average score: 7.0 out of 10
- Scored tier A: 14 of 48
- Have a website: 48 of 48
Those four figures are counted from the sample data every time this page is built, not typed into it.