Google rankings aren't the whole game anymore. I started noticing my clients' potential customers asking ChatGPT and Perplexity "best web designer in Dublin" and getting answers — answers that didn't include my clients.

So I built a two-agent system that audits both: Wave 1 (traditional search) and Wave 2 (AI citation). It's open source.

The problem it solves

Classic SEO tools tell you where you rank in Google. They tell you nothing about whether ChatGPT mentions you when someone asks a relevant question.

Both matter. Ignoring either leaves visible search traffic on the table.

Two agents, two jobs

seo-strategist handles Wave 1:

Pulls live GSC data via Supermetrics

Cross-references Ahrefs for keyword difficulty + volume

Runs a mandatory cannibalization gate — if two pages compete for the same query, it stops and flags before doing any optimisation

Outputs: Keyword Targets · Technical Audit · Sitemap Recommendations

aeo-strategist handles Wave 2:

Runs 30+ prompts across ChatGPT, Claude, Gemini,…