AI Visibility Intelligence: where AI cites, ignores, or replaces your brand.

I analyze real queries, citations, sources, sentiment, and competitors across ChatGPT, Perplexity, Claude, Gemini, Copilot, and Google AI Search. The result is an operating map, not a generic scorecard.

Analyze your brand

[ 2026 DATA ]

17%

Only 17% of Google AI Overview citations come from the top 10 organic results.

Five out of six AI citations come from pages a user would never see on page one of Google. The number has been flat for months: not a transition, the new map.

Source: BrightEdge, February 2026
[ THE GEO LOOP ]

The proprietary GEO system that closes the cycle.

Every cycle starts from a specific question found in Discovery. The same question is measured, fixed, published, and re-measured 90 days later. A system that closes with numbers, not reports.

[ 01 ]

Discovery

PROPRIETARY DISCOVERY PIPELINE

[ PROMPT FOUND ]

[ 02 ]

Measure

PROPRIETARY MATHEMATICAL MODEL

[ BASELINE SCORE ]

[ 03 ]

Hunting

PROPRIETARY BRIEF ENGINE

[ BRIEF GENERATED ]

[ 04 ]

Publish

EDITORIAL EXECUTION

[ 05 ]

Re-Measure

+90 DAYS

[ SCORE IMPROVED ]

[ THE CYCLE RESTARTS ]

The same prompt: found in Discovery → scored in Measure → briefed in Hunting → re-scored in Re-Measure. One question. One loop. One proof of improvement.

[ 01 · PROPRIETARY DISCOVERY PIPELINE ]

Discovery: where the loop begins

Multi-engine pipeline · the starting point

Fires hundreds of different prompts to map the full AI search landscape of your market. The output is a list of specific questions where your brand has a gap: questions AI engines are answering with a competitor's name, or without any brand at all. Each becomes a candidate prompt for the full loop.

Output: a prioritised list of prompts where your brand is missing. Each one enters the Measure → Hunting → Re-Measure cycle.

[ TYPICAL COVERAGE ]
50+
PROMPTS PER AUDIT
6
AI ENGINES MONITORED PER PROMPT

Want to see the loop in action on your brand?

Free audit
what you get
Initial brand AI map in 48 hours
Query map by intent, language, and market
Source, citation, and competitor map
Sentiment, trust, and differentiation diagnosis
Production-ready GEO/AEO briefs
who it's for

Brands strong offline, weak in AI answers

The market knows you, but AI engines cite other names when it matters.

Marketing teams already investing in SEO

You have content and traffic, but do not know if they are legible and citable for AI engines.

Founders and CEOs who want data

You want to know where you stand, who is ahead, and which actions matter first.

Want to know where to start?

Send context, website, and objective. I'll reply with the most sensible first step.

Analyze your brand