Evidence first
Every recommendation starts from what AI engines actually retrieve, cite and recommend, measured on real buyer questions. No borrowed SEO playbooks, no guesswork.
Research-led GEO agency
Become the answer.
We help global brands get discovered, understood, and recommended by AI.
Engines we audit and track
The problem
The way buyers find you has changed
Old search
You were one of many options.
- Query
- 10 blue links
- Comparison
- Choice
01
Your buyers aren't searching for ten options anymore.
They're asking AI to recommend one.
02
Meanwhile, your team is still publishing, optimising, and testing.
More content. More tools. More prompts. Little certainty.
03
Because most teams aren't measuring what AI actually sees.
What it cites. What it gets wrong. And who it recommends instead.
How we work
Strategy, expertise, and software. Working as one.
Expert-run
GEO specialists learn your business, your buyers and your competitors, then decide what changes. They build the trust that software can't: on review sites, in communities, and in the publications AI already cites.
Machine-measured
Our tracking system runs the same buyer questions across every engine, three times each, and records who is named, recommended and cited. Every change we make is checked against the same questions.
How AI decides
Before AI recommends you, four things happen.
Crawl
Can AI reach you?
AI can't recommend what it can't retrieve. Technical barriers, rendering issues and blocked pages can make your best content invisible.
Retrieve
Does AI find you?
For every question, an engine pulls a shortlist of sources. If you're not in the retrieval set, you're not in the answer.
Understand
Does AI know what you are?
Models connect your brand to categories, customers, products, pricing and competitors. If those signals conflict, the model fills the gaps.
Recommend
Will AI choose you?
Being mentioned isn't enough. AI weighs coverage, corroboration and trust before putting your name forward.
Our system
Three engines. One outcome.
Reach Engine
Can AI reach you?
Technical accessibility, crawling, rendering, indexability and the pages that matter to your pipeline.
Context Engine
Does AI understand you?
Entity definition, topical coverage, category relationships, products, customers and competitors: the information AI uses to construct its understanding of your brand.
Conviction Engine
Will AI choose you?
Third-party corroboration, reviews, communities, comparisons and publications: the external signals that give AI confidence to recommend you.
Measurement
See what AI sees.
We audit the questions your buyers are asking AI, map the answers, and trace the evidence behind every recommendation.
Question
What are the best telephony APIs for AI voice agents?
AI response (top options)
- 01 Telnyx ★
- 02 Twilio ★
- 03 Retell
- 04 Vapi
Why this answer?
- Developer documentation
- Technical authority
- Independent reviews
- Community discussions
- Comparisons & benchmarks
Opportunity
Your brand is understood in the category but rarely retrieved or recommended.
Mentioned
0.69%
Recommended
0%
Top-3
0%
Citation share
0.087%
What we do about it
Diagnose, execute, re-measure.
We start from the questions buyers ask AI, map the answers, and trace the evidence behind every recommendation.
Execute
We make sure AI can find your pages, give it one version of the facts, and go where the answer already comes from.
Re-measure
The same questions, on the same engines, three times each. Mention, recommendation, position, and citation, reported separately.
Book a strategy call
See where you stand.
Then change it.
Measurement is the starting point.
Measure your AI visibility →Strategy is the mastery of information.
Chanakya's claim was simple. Whoever understands the forces at play before making a move, shapes the outcome.