AI Visibility Operations · Ongoing

Ongoing discussion ops and AI citation tracking: the full GEO program.

Sustained Reddit operations on the subreddits your buyers actually read, plus monthly LLM citation tracking and AI brand monitoring across ChatGPT, Perplexity, Claude, and Google AI Overviews. Your brand starts appearing in AI answers about your category by month 4, with auditable monthly citation reports.

Who this is for

Companies that have completed the subreddit strategy engagement (or have equivalent foundation in place) and are committed to the 3 to 6 month timeline that AI citation work actually requires. SaaS, tech, and service brands with named competitors in the AI answer set who want to be there too.

What's included

  • Sustained operations across the 8 to 15 subreddits selected in the strategy engagement
  • Thread contribution and creation on a rhythm calibrated to each subreddit's culture
  • Monthly LLM citation tracking across ChatGPT, Perplexity, Claude, and Google AI Overviews with a locked prompt set
  • AI brand monitoring: track what AI engines say about your brand specifically, not just your category
  • Competitor citation-share benchmarking month over month
  • Source attribution: which threads are driving your citations
  • Monthly dashboard plus written commentary on what shifted and why
  • Monthly strategy call with you (or your marketing lead)
  • On-call support for time-sensitive thread opportunities

Process and timeline

  1. Month 1: Operations ramp, baseline citation snapshot, initial thread contributions on highest-priority subreddits.
  2. Months 2 to 3: Sustained presence on all selected subreddits, first signs of source attribution shifts.
  3. Month 4 onward: Citations start landing across the AI engines, monthly reporting cadence, ongoing program refinement.

Frequently asked

When should I expect to see citations show up?

Standard generative engine optimization timeline is 3 to 6 months from sustained Reddit and earned-media presence to first reliable AI citations on your category. Faster categories (newer software, less competition) sometimes show citations by month 2. Slower categories (mature enterprise software, heavily astroturfed verticals) take closer to 6. Anyone promising 30-day AI citation results is either lying or running tactics that get accounts banned.

What does the monthly citation report look like?

A dashboard plus a written commentary. Dashboard tracks citation count, citation share against named competitors, source attribution (which threads drive your citations), and citation quality (recommended vs. mentioned-without-context). Written commentary explains what shifted and why, plus the planned moves for the next month.

What's the minimum engagement length?

Six months. AI citation work compounds; the first three months are mostly foundation and earning trust on the right subreddits, the second three are when citations start landing. Shorter engagements are available for diagnostic or pilot work, but not for the ongoing track.

Start the program that gets your brand into the AI answer set.