I built an AI agent that audits a site's visibility in both Google AND ChatGPT/Perplexity — here's how it works
Source: Dev.to
The problem it solves
Both Google rankings and AI citations matter. Ignoring either leaves visible search traffic on the table.
Two agents, two jobs
- Wave 1 – audits traditional search using live Google Search Console data pulled via Supermetrics.
- Wave 2 – audits AI citation by running 30+ prompts across ChatGPT, Claude, Gemini, and Perplexity.
What the output looks like
- 8 keyword targets with intent, keyword difficulty, search volume, and the target page mapped.
It’s open source
The project is called visibility‑strategist. Fork it, rebrand the PDF template, and swap in your own niche knowledge. Pull requests are welcome, especially for non‑Dublin, non‑SME niche packs.
Full breakdown
A complete walkthrough of how I use this system in client retainers is available in the WebFluence resources section.