01
Buyers ask engines, not just Google
Category, comparison and “best of” prompts now produce named shortlists. If you are not cited, you are not on the list.
Your buyers already ask ChatGPT, Perplexity and Gemini who to hire, buy and trust — and they act on the names they hear. If a competitor is the answer, you never enter the conversation. GeoLab is how ambitious brands get on that list, and stay there as the engines change.
01
Category, comparison and “best of” prompts now produce named shortlists. If you are not cited, you are not on the list.
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Models trust entities, corroboration and extractable answers. Page-rank tactics do not reliably produce citations.
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Without a fixed prompt set, multi-engine runs and share-of-voice, AI visibility is anecdote. GeoLab starts with measurement.
What we do
01
A fixed, version-controlled set for your category — typically 40–120 prompts.
02
Real mention, citation and share of voice across ChatGPT, Perplexity, Gemini, Claude and Google AI answers.
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Improve that performance through a repeatable six-stage process, not a one-off content burst.
04
The same prompt set is re-run on cadence so progress is visible and attributable.
Live snapshot
Pick a category. Optionally name your brand. We run a typical shortlist prompt the way an engine would — this is a modelled snapshot, not a live crawl.
Prompt
What are the best CRM platforms for mid-market UK companies in 2026?
The GeoLab Method
Stage 01
We define a category-specific prompt set (typically 40–120 prompts) covering brand, competitor, category, problem/solution, comparison and local prompts. Each is run across priority engines. We record mention, citation, sentiment, competing brands, and supporting sources, then produce a baseline Visibility Score and Share of Voice.
Outputs
Success. A quantified picture of current AI visibility and the prompts that matter most.
Packaging
One-off diagnostic
£2,500 – £5,000
ex VAT · 2–4 weeks
A deep baseline, competitor citation analysis and a prioritised roadmap. The audit is the primary way to start — it demonstrates the method and makes the retained offer concrete.
Request an auditMeasurement retainer
£750 – £1,500 / month
ex VAT · monthly
Stay close to how engines talk about you. Built for teams with internal resource to execute who want specialist measurement, alerts and a natural path into full Programme work.
Talk about MonitorFull retained delivery
£3,500 – £9,000+ / month
Typical mid-market £4,500 – £6,500 · ex VAT
Named strategist, content engineering, structural work, authority and corroboration, and continuous iteration against a living prompt-performance view.
Start with an auditWho it’s for
UK mid-market, typically £5m–£100m revenue. Decision makers: Marketing Director, Head of Growth, Head of SEO/Content, or Founder.
Buyers ask engines to shortlist tools before they ever visit a comparison page.
Legal, accountancy, consultancy, architecture — trust and expertise are now mediated by AI answers.
High-consideration products are recommended, not just ranked.
Regulated categories reward brands that models can attribute and corroborate.
Shortlists form around named institutions and programmes inside generative answers.
GeoLab makes your brand the answer AI gives.
The Geo Audit is the way in — a 2–4 week diagnostic that shows where you stand, who is cited instead, and the roadmap to change it.
Start with a Geo Audit