Foundry AI Visibility Engine™  ·  Part of Foundry OS™

AI Search Visibility, Measured Daily —
Across Six Engines.

When your buyers ask ChatGPT, Gemini, Perplexity, Claude, Grok, or Google AI Overviews who leads your category, you’re either the answer or you’re invisible. The Foundry AI Visibility Engine™ runs your real buyer queries through all six engines every day — and scores your share of the answer against every competitor cited alongside you.

Get your visibility baseline → See how it works ↓
Six AI engines, checked daily · Share of voice vs your competitors · Official APIs & licensed data — never scraped

The Shift

You Can’t Manage a Channel
You Don’t Measure.

Buyers ask AI assistants for recommendations, comparisons, and “best in category” answers — and the assistants answer with citations. Those citations are the new search results. Most agencies can’t tell you whether you appear in them, because they never look. The few that do look bolt on a third-party tool and forward you its screenshots.

We built the measurement into Foundry OS™ itself. Your buyer queries, your competitors, your citations, your trend — checked daily, scored, dated, and turned into a plan. Track, prove, improve. No promises of guaranteed citations, because nobody honest can make one — just a measured record of where you stand and a system that moves it.

Six-Engine Coverage

Every Engine Your Buyers Actually Ask.

For every answer, the engine records three things: whether you’re cited (position and exact URL), whether your brand is mentioned and what claim the AI attributes to it, and every competitor cited in the same answer. Not just “are we visible” — who’s winning the answer.

ChatGPT

The assistant your buyers reach for first. Citations, positions, and attributed claims logged per query.

Google Gemini

Google’s assistant layer — tracked separately from AI Overviews, because they answer differently.

Perplexity

The most citation-forward engine in the set — every source named, every position measurable.

Claude

Increasingly the professional’s assistant — and a distinct retrieval pattern worth tracking on its own.

Grok

The newest engine in the set — measured from day one, before your competitors think to look.

Google AI Overviews

The AI answer above the blue links. Tracked for every query where Google shows one.

AI Share of Voice

One Score That Tells You
Who Owns the Answer.

“We were mentioned” is trivia. Share of voice is a metric: the percentage of AI answers that cite you, benchmarked against every tracked competitor appearing in the same responses — per engine, and overall. One visibility score per run, dated.

Because competitors are measured inside the same answers, the score means something. You’re not comparing your visibility to a guess about theirs — you’re reading who the engines actually named, side by side, query by query.

Citation Gap Intelligence

Analytics End in Charts.
This Ends in a To-Do List.

Every source the six engines cited across every answer in your category, aggregated and ranked — the domains AI actually trusts. Then the gaps, prioritized:

Your rank among cited sources

Where you sit in the list of domains the engines trust in your category — a single, honest number.

The gap list

High-trust sources where you’re absent — with the receipts: which engines cited them, how many times, for which of your queries. “Get present here” stops being an opinion.

The unanswered queries

Buyer questions where no engine cites you at all — each one a brief for the page that should exist.

A prioritized action plan

The whole analysis lands as “do this next” — and because the same Foundry OS™ runs the scan-guided optimization engine, we don’t hand you the plan and wish you luck. We execute it.

Proof Over Time

We Date the Result.

Visibility Trendline

Every run is saved as dated history. Trend charts show your visibility climbing — or slipping — over weeks, per engine and overall. “Here’s your AI visibility the day we started. Here it is now.” That’s the whole pitch, and it’s chartable.

Buyer Prompt Intelligence

The query set isn’t guessed. It’s generated from your actual Search Console data, tracked keywords, and services — the questions real buyers ask AI assistants in your category, kept honest and current as your data changes.

Daily, Automatically

A scheduled daily run checks every client on every connected engine, saves the history, and regenerates the reporting — visibility tracking that runs while everyone sleeps. On-demand runs whenever a check matters.

Foundry OS™ Client Portal

A Live Portal.
Not a Monthly PDF.

Every client gets their own hosted, password-protectable Foundry OS™ portal: 28-day KPIs against the prior period — revenue, conversions, sessions, search clicks and impressions — traffic channels, top queries, and head-to-head keyword positions against your competitors.

And the AI visibility layer, live: per-engine share-of-voice tiles, the full citation matrix across all six engines, your visibility trendline, the “sources AI trusts” ranking, and this period’s focus list. Regenerated automatically by the daily run. Your numbers come from Google’s and Meta’s own APIs and the engines themselves — never scraped, never estimated, never third-hand.

Your data stays yours — dated snapshots are delivered with the portal. And yes, the monthly report still exists for the ones who want it.

Why This Lives in Foundry OS™

Most Agencies Bolt On an AISO Tool.
Foundry OS™ Is One.

One system, both eras of search: classical SEO — rankings, on-page, technical, local — and AI-era visibility in the same operating system, sharing the same first-party data. We track you and your competitors on the same keywords, and we discover who your real competitors are from the SERPs, not from guesswork.

Built ourselves, on source APIs, with no middleware — which is why the gap analysis doesn’t end in a chart. It ends in a plan the same system can execute: scan-guided page optimization, internal linking, entity work — every edit change-logged, human writing preserved.

Explore Foundry OS™ → Our AEO & GEO services →

FAQ

AI Visibility, Answered

What is AI search visibility tracking? +
Measuring whether AI answer engines cite your brand when buyers ask questions in your category. The Foundry AI Visibility Engine™ runs your real buyer-intent queries through six engines and records whether you’re cited, at what position, which URL, what claim the AI attributes to your brand — and which competitors appear in the same answers.
What is AI share of voice? +
The percentage of AI answers that cite you, benchmarked against every tracked competitor in the same responses — scored per engine and overall. Not “were we mentioned,” but who’s winning the answer, and by how much.
Which engines do you track? +
Six: ChatGPT, Google Gemini, Perplexity, Claude, Grok, and Google AI Overviews — through official APIs and licensed data, never scraped interfaces. AI Overviews coverage reflects the queries where Google actually shows one.
How often do you check? +
Daily, automatically — plus on-demand whenever a check matters. Every run is dated history, so your trend is real: where you started, where you are, per engine and overall.
Do I get access, or do I get reports? +
Both. Your own live Foundry OS™ client portal — KPIs, rankings, the six-engine citation matrix, share of voice, trendline, and this period’s focus list, regenerated daily — plus dated data snapshots that are yours to keep. The monthly report still exists for the ones who want it.

Get Started

Find Out If You’re the Answer —
On All Six Engines.

Start with the founder-signed audit: your buyer queries run across the engines, your citations and share of voice scored against your top competitor, and the gaps ranked by what they’re costing you.

Get your free baseline → Book a walkthrough →