The LLM Citation AI Worker

When Your Buyers Ask ChatGPT Who to Hire — You Come Up by Name.

Get cited by ChatGPT, Perplexity, and Gemini in the answers your buyers actually see.

See How It Works
Who This Is For

Your Buyers Stopped Googling. They're Asking ChatGPT.

40% of B2B buyers research in AI first. It names 3-5 companies. If you're not one, you don't get the shortlist.

  • You sell to buyers who research online first
  • You rank on Google but never appear in AI answers
  • You want to own the AI channel early
What It Does

Two Surfaces. One System. AI Starts Citing You by Name.

Surface 1

Your Website

AI Visibility Audit

A report showing exactly what ChatGPT, Perplexity, and Gemini say about you today (and what they get wrong).

Restructured pages

Your top 10-15 pages rewritten so AI can extract, verify, and quote specific claims.

Schema + structured data

JSON-LD, entity markup, and heading hierarchy installed on your site.

Answer-block optimization

FAQ sections and answer patterns that LLMs prefer to quote.

Your website becomes the source AI trusts to verify claims about your business.

Surface 2

Reddit

Why Reddit: The #1 source ChatGPT and Perplexity cite from. If Reddit doesn't mention you, AI won't either.

Subreddit mapping

The threads where your buyers ask questions.

Genuine answers in your voice

High-value contributions, no self-promotion.

Natural brand mentions

Referenced in context, where it helps the reader.

Monthly citation tracking

Which queries surface you by name.

Your business becomes part of the answer, not a link at the bottom.

Reddit is where LLMs pull answers from. Your website is where they verify. Cover both — get quoted by name.

The Alternative

Without This, You'd Be Cobbling It Together — And Probably Getting Reddit Banned.

ChatGPT / Perplexity Pro
manually testing how AI sees you
Schema markup tools
JSON-LD, structured data
SEO consultant
content restructured for LLM extraction
Reddit strategy (without getting banned)
subreddit knowledge, community trust
Manual citation tracking
spreadsheet, monthly logging
LLM Citation AI Worker

Five moving parts. One community you can't afford to burn. Or one worker running the whole system — while you approve the strategy.

Common Questions

Quick Answers

Yes. SEO targets Google's ranking algorithm. This targets how AI models extract and cite content — from your site AND from Reddit.

Own the AI Channel Before Your Competitors Notice It Exists.