Home / What we do / AI Search & Visibility

Being cited isn’t the same work as ranking.

Answer engine optimisation makes your business discoverable, understandable and citable by the AI systems your buyers now ask first — ChatGPT, Perplexity, Gemini and Google AI Overviews.

Audits from $1,500  ·  Retainers from $3,000/mo  ·  Fee credited

Prompt

“Best employment law firm in Manchester?”

Cited sources

competitor-firm.co.ukCited
legal500.comCited
another-firm.co.ukCited
your-firm.co.ukNot cited

Protocol diff

Two front doors. Two disciplines.

They share a technical foundation. The work above it is not the same job.

search-strategy.diff

− SEO Optimises for ranking

  • 01rank_positionlist_result
  • 02signalkeyword_relevance
  • 03authoritybacklinks
  • 04measureclick_through
  • 05scopesingle_page

+ AEO Optimises for citation

  • 01retrievalinside_answer
  • 02signalentity_identity
  • 03authorityexternal_corroboration
  • 04measurecitation_share
  • 05scopeorganisation

Scoring model v1.0

The AI Visibility Index

100 points, five dimensions, every check objectively verifiable. Weights published so the score is defensible rather than arbitrary.

01

Entity Clarity

Can an AI system identify your organisation without ambiguity?

Organization schemaName consistencyNAP alignmentDisambiguation
25 pts

02

Machine Readability

Can crawlers reach, parse and extract your content?

Server renderingAI crawler accessSchema coverageAnswer capsules
20 pts

03

Topical Authority

Is your entity consistently associated with a definable subject?

Cluster depthDefinitional contentNamed authorsOriginal data
20 pts

04

External Corroboration

Do independent sources confirm what your site claims?

Directory presenceEditorial mentionsReview platformsClaim verifiability
25 pts

05

Retrieval Performance

Are you actually being cited today?

30-prompt test4 AI systemsCompetitor gapCitation share
10 pts

Engagement spec

Two ways in.

01

AI Visibility Audit

$1,500

one-off

Duration
1–2 weeks
Delivery
Report + 45-min call
Prompts tested
30
AI systems
4
Observations
120
Output
100-pt score + roadmap
Fee credited
Yes, within 90 days
Book an audit

02

Search Visibility Retainer

$3,000

per month

Term
30 days notice
Delivery
Live dashboard
Content
2–4 pieces / mo
Citation testing
Monthly
Technical
Continuous
Reporting
Dashboard + written
Minimum
6 months advised
Discuss a retainer

Query log

The ones worth asking.

No, and be sceptical of anyone who says otherwise. AI systems retrieve and synthesise rather than rank, and outputs are non-deterministic — the same prompt returns different sources on different days. What can be influenced is the probability of citation, measured as citation share against a fixed prompt set.

Find out what AI assistants say about you.

We run a 30-prompt test across ChatGPT, Perplexity, Gemini and Google AI Overviews, and show you exactly where you’re cited — and who’s recommended instead.

45 minutes  ·  No proposal on the call  ·  Held in your time zone