Agents

The GEO agent

Generative engine optimisation: getting your product cited when someone asks ChatGPT, Perplexity, Claude or Google's AI Overviews for a recommendation. Those answers lean on Reddit threads, Hacker News comments and clearly structured pages, which is exactly what the other agents produce. This one makes sure the site is readable by AI crawlers and counts the citations you are earning.

What it does

Checks robots.txt for GPTBot, ClaudeBot, PerplexityBot and Google-Extended
Checks llms.txt, FAQ and product structured data, and a plain-language about page
Counts your replies in threads AI answers draw from (upvoted, on-topic, disclosed)
Suggests the one fix that matters most this week

What it never does

Fake reviews, sock-puppet threads or seeded questions
Hidden text or prompt injection on your pages
Anything the acceptable-use policy forbids

Cadence

Runs with the weekly SEO audit. The citation count updates daily from the posts that went out.

Every agent publishes through the same gate: the warming lane, per-account and per-community caps, the 90/10 rule, community rules and your approval. The whole design is public.

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