AI Visibility.
Show up when ChatGPT, Perplexity, and Gemini get asked.
Search is bifurcating in front of our eyes. By the end of 2026, somewhere between 25% and 40% of high-intent commercial queries will happen inside an LLM — ChatGPT, Perplexity, Claude, Gemini, Grok — instead of Google. The brands that win that traffic right now are the ones being cited and recommended by the models. The ones that lose are invisible. AI Visibility is the new battlefield, and most agencies haven't even seen the map.
The case for
getting this right.
ChatGPT alone serves over 200 million weekly active users, and a growing percentage of them are asking for product, service, and local business recommendations. Unlike Google, LLMs don't show 10 blue links — they pick a small handful of sources and synthesize a single answer. Get cited, or get skipped entirely.
LLMs are trained on a different signal mix than Google's algorithm. Pure backlinks matter less; entity recognition, structured data, brand mentions in trusted sources, and structured documents like llms.txt matter more. We tune for both retrieval and synthesis.
Early movers compound. The brands building AI visibility in 2026 are creating training-data presence and structured authority that will compound over the next 3–5 years of model updates. The cost of waiting is permanent — once the new models are trained, retroactive citation is much harder.
Six deliverables.
One outcome.
Four phases.
No mystery.
Visibility baseline
Run 50+ branded and category prompts across ChatGPT, Perplexity, Gemini, Claude. Document where you appear, where you don't, and where competitors do.
Structured authority
Deploy llms.txt, schema markup, entity disambiguation, and Knowledge Graph signals so the models can find and trust you.
Citation building
Earn mentions in the publications and aggregators that the models actually retrieve from. Wikipedia, niche directories, tier-1 press, structured datasets.
Track & iterate
Monthly visibility score across all four major models. Watch what moves, double down, and adapt as the models change.
What working
with us feels like.
Monthly retainer. Baseline measurement up front, ongoing structured authority work + citation building.
- → Visibility baseline — 50+ prompts tested across ChatGPT, Perplexity, Gemini, Claude
- → Monthly structured-authority sprint — schema, llms.txt, entity work, Knowledge Graph signals
- → Quarterly citation campaign — press, niche-pub contributions, structured-data placements
- → Monthly written report — visibility score, mentions, competitor gap
Monthly AI visibility scorecard across all four major models. We track whether you're cited, where in the citation order, and whether you're being recommended vs. just listed.
What you can
realistically expect.
Baseline delivered. You see exactly where you appear (or don't) across ChatGPT, Perplexity, Gemini, Claude.
llms.txt + schema infrastructure deployed. Entity disambiguation handled. Foundation in place.
First tracked citations appearing in model answers. Visibility score moving.
Meaningful recommendation presence across multiple models for core category terms.
Three ways
to work together.
Baseline
Fit Want to know where you stand before committing to a program.
- ✦ Visibility baseline across 4 models
- ✦ Competitor gap analysis
- ✦ Prioritized recommendation list
- ✦ Single written report
One-time engagement. Gives you the map so you can decide whether to build the road.
Foundation
Fit Ready to build structured authority — schema, llms.txt, entity work, Knowledge Graph signals.
- ✦ Everything in Baseline
- ✦ llms.txt + llms-full.txt
- ✦ Schema + entity deployment
- ✦ Content adaptation for retrieval
- ✦ Monthly visibility tracking
3–6 month program. Goal: get found and trusted by the models.
Authority
Fit Want to be the default answer in your category — not just cited, recommended.
- ✦ Everything in Foundation
- ✦ Journalistic citation building
- ✦ Niche-publication contributions
- ✦ Competitive displacement campaigns
Ongoing retainer. Goal: compound recommendation presence over 12–24 months.
Questions,
answered honestly.
01 Is AI Visibility just SEO with a new name? +
02 How do you measure if it's working? +
03 Should I wait until AI search matures? +
04 Does AI Visibility help my Google rankings? +
05 What's llms.txt and do I need it? +
Ready to scope
ai visibility?
Free 30-minute call with Bryan. No pitch deck, no sales team. We'll tell you honestly whether AI Visibility is the right next move for your business — or whether something else should come first.