Measure first.
Then build.
We do not start with recommendations. We start by measuring what 10 AI engines and surfaces answer today when someone asks for your category, and we keep measuring so the effect of every action is visible.
Free measurement
Thirty minutes. Five critical questions from your category put to 10 engines and surfaces, with the real answers and a written read of where you stand. No commitment, and you keep the output.
Diagnostic
Two weeks. Full technical audit, entity foundation, presence across at least 30 buyer questions run five times each, benchmark against your real competitors, and a prioritised plan across four horizons.
Continuous tracking
The Visibility Tracker running weekly on your brand, plus the work that moves the numbers: technical implementation, content built to be cited, entity and authority work, and proof before and after each action.
10 engines and surfaces. Two routes each.
MODELS, QUERIED BY API
ChatGPT, Claude, Gemini, Grok, DeepSeek, Mistral and Perplexity. Each one that supports it runs in two modes: what the model answers from training memory, and what it answers with live web search. The two are won differently, and reporting them together hides which lever is working.
SURFACES, AS A PERSON SEES THEM
Google AI Overviews, Google AI Mode and Microsoft Copilot. Queried from your country and in your language, because they return different answers per market. Measuring a British brand from a Portuguese location would produce numbers that look right and are not.
GEO takes months, not weeks.
The training-memory route moves in months, because it depends on sources that third parties publish and models absorb. The live-search route moves in weeks. Anyone promising ChatGPT presence in thirty days is improvising.
We measure what we can measure.
Citation rate, share of voice against direct competitors, average position, sentiment, and the sources each engine cites. We do not report estimated impressions or potential reach, because those numbers are not measured, they are imagined.
Our depth is Portuguese.
The published research, the case studies and the Tier-1 press relationships are Portuguese. The method transfers; the local source landscape has to be rebuilt for your market, and we would rather say that now than discover it together later.
Quoted per market.
Our published prices are in euros and anchored to the Portuguese market. For work outside Portugal we quote after the free measurement, when we know how many questions, engines and competitors your category actually needs.