Home How it works Plans Book a demo Log in Get your free report
How it works

Measure.
Engineer. Dominate.

Two indices, one loop, provable movement. We measure how AI models answer for your category, engineer the sources those models cite, then re-run the same prompts so every gain is on the record.

The shift

Buyers ask one AI who is best, and it answers with one name.

Search gave you a page of blue links and a fighting chance. Generative engines collapse that page into a single recommendation. There is no page two of an answer.

When ChatGPT, Gemini, or Claude names the best option in your category, that brand takes the intent, the click, and the deal. Everyone unnamed was never in the room. Being unnamed is the new invisible, and it is happening quietly, at scale, right now.

What an answer decides
Brands a buyer sees1 to 3
Page two of an answernone
Who the model citesa chosen few
Second chancesrare
The loop

Two indices. One loop. Provable movement.

AIVI and AIRS are our published 0 to 100 indices. We run the same measurement before and after, so a lift is evidence, not a claim.

01 / Measure

We score where you stand

We ask every model what it says about your category, then score it with AIVI and AIRS and hand you the exact answers and the competitors it names.

02 / Engineer

We build what models cite

Answer-shaped content, earned citations, and clean structured data, so the model has real reasons to name you when it composes a recommendation.

03 / Dominate

We hold the top answer

We re-run the identical prompts every month and defend the position, and hand you the recorded before-and-after so the movement is proof, not a claim.

The measurement

AIVI and AIRS, a published index, not a guess.

AIVI, the AI Visibility Index, scores how often and how prominently the models surface you across your category prompts. AIRS, the AI Reputation Score, scores how favorably they describe you when they do. Same method every cycle, so movement is auditable.

100
Index scale, 0 to 100
11+
Models measured directly
Your login, your numbers

Watch the answer move, in real time.

Every client gets a dashboard that tracks AIVI over time, per-model visibility, share of voice, and the sources we get you cited in.

ctrl-reality / client dashboard
illustrative preview
AIVI over time78 +44 in 90d
1000 Day 0Day 45Day 90
Visibility by model11 tracked
ChatGPT82
Perplexity77
Claude74
Gemini69
Copilot61
Grok55
Meta AI48
Share of voice
41% YOUR BRAND
Your brand41%
Competitor A23%
Competitor B17%
Everyone else19%
Recent citations we earned
KNOWLEDGECategory knowledge basecited by ChatGPT
DIRECTORYIndustry directorycited by Perplexity
DATASETStructured data feedread by Gemini
REVIEWVerified review profilecited by Claude
REFERENCEReference encyclopediacited by Copilot
Tracked by persona
The ResearcherThe Bargain-HunterThe LoyalistThe TrendsetterThe Skeptic

Illustrative preview. Your real numbers come from your free AI visibility report.

The system that does the work

Six agents, one job: get you named.

Each runs a discipline that moves a real input the models weigh. Together they engineer the answer.

Brand Agent

Controls how models describe you

Shapes the language, positioning, and facts the models repeat about you, and tracks it on AIRS.

Content Agent

Builds the sources engines cite

Produces the answer-shaped, question-led content that models pull from when they compose a recommendation.

Citation Agent

Earns citations in ground-truth sources

Places you in the directories, datasets, and references that models treat as authoritative fact.

Authority Agent

Builds the standing models reward

Earns the third-party references and coverage that make a model treat you as a trusted answer, working quietly in the background.

Crawl Agent

Tracks how models read your site

Monitors how ChatGPT, Gemini, Claude and others crawl and interpret your pages, and fixes what they misread.

Review Agent

Works reviews and AI Overviews

Manages the review signals and AI Overviews surfaces that feed how the models summarize your reputation.

Get your free report See plans