Live work · Lead Pipeline
Lead Pipeline.
Up to 500 scored business leads per run, deduplicated, with reasoning.
Apify scraping plus Claude scoring, up to 500 records per run. Every lead gets a 1-10 score with explicit reasoning and a custom outreach angle. In weekly use for my own client prospecting.
Demo · Try it
See it in action.
Pick a target market and run the pipeline
Google Maps + Yelp + Yellow Pages
Fuzzy match name + address
1-10 with reasoning
Waiting…
Pick a target above to start the run
I · About
Building a prospect list manually is hours of copying names from Google Maps into a spreadsheet, half the data junk. This pipeline runs an Apify scrape across Google Maps, Yelp, and Yellow Pages in parallel, then runs every record through Claude for scoring. Score 1-10 with explicit reasoning. Each high-score lead gets a custom outreach angle generated from the data. Output is a clean CSV ready for any CRM.
II · How it works
The pipeline.
- 01Configure target industry, location, qualifying criteria in JSON config
- 02Apify actors scrape Google Maps + Yelp + Yellow Pages in parallel
- 03Records deduplicated by name + address fuzzy match
- 04Phone numbers and emails normalized
- 05Claude scores each lead 1-10 on review count, rating, category fit, and online presence, with explicit reasoning per score
- 06For high-score leads (8+), Claude generates a personalized outreach angle from the available data
- 07Export clean CSV + JSON ready for CRM import
III · Sample
Example output format (demo data): coffee shops in Austin, TX.
| Business | Score | Reasoning | Outreach angle |
|---|---|---|---|
| Houndstooth Coffee | 9 | 5.0 stars · 1.8K reviews · 4 locations · active IG · single-origin focus | Lead with their cupping events; they care about coffee education. |
| Greater Goods | 8 | 4.8 stars · 600 reviews · roastery + cafe · wholesale program | Pitch the wholesale-side opportunity, not the retail. |
| Mañana Coffee | 8 | 4.9 stars · 1.2K reviews · downtown location · brunch overlap | Their brunch line is the lever. Talk about converting wait-time into upsell. |
| Cosmic Coffee + Beer Garden | 7 | 4.7 stars · 2.5K reviews · large patio · concert venue | Lead with events; they program shows weekly. |
| Caffé Medici | 7 | 4.6 stars · 800 reviews · multi-location · espresso-focused | Speak Italian. The vibe is European. Don't sell American. |