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AI & LLM

AI Visibility Intelligence API

A 3-agent pipeline for AI-search visibility

Role
Backend & AI Engineer
Year
2026
Status
Open source
Stack
5 technologies
Source code

Overview

As more people search through AI assistants, businesses need to know which questions they should be the answer to. This API finds them.

Three agents work in sequence — discovering queries in the business's competitive space, scoring them for opportunity and generating content recommendations.

What I built

  1. 013-agent AI pipeline: query discovery → opportunity scoring → content recommendations.
  2. 02Transparent opportunity-score formula, with real data and a heuristic fallback.
  3. 03Dockerised with Gunicorn; database migrations run automatically on boot.
  4. 04Documented API reference, prompt-engineering notes and a test suite.