LeadStudio

An agency CRM that finds local businesses on the map, AI-scores them, and hosts the pitch site it generates.

CategoryWeb
Timeline2026
ContextInternal tooling · Solo
StatusWorking v0.4
Geo-grid map search
5×5 kmadaptive geo-grid search
4editable AI prompt pipelines
16database models

The product

LeadStudio runs a web studio's whole funnel: geocode a city, sweep it in a 5 km grid through Google Places, auto-split saturated tiles, dedupe and score every business with AI (website need, budget likelihood, competition), then track the pipeline from cold lead to won project — money, tasks and files included.

Its sharpest feature: it hosts the AI-generated preview website you pitch — drag-drop a build, get a public share link served through a path-traversal-safe manifest, with view counts per prospect.

Under the hood

THE ENGINEERING

  • 01

    Adaptive geospatial search: saturated 20-result tiles recursively subdivide into quadrants, with per-cell API-cost accounting

  • 02

    Zero-dependency Zip64-capable ZIP reader using DecompressionStream — written from scratch

  • 03

    Static preview hosting off a DB manifest with traversal guards and on-the-fly URL rebasing

  • 04

    Edge-safe HMAC cookie auth with constant-time compare — no auth library

  • 05

    An 80-line AI art-direction prompt that bans generic-AI aesthetics and derives palettes from the business's trade

Next case study

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