Commercial prompt landscape
The questions, categories, buyer stages and markets that define useful visibility.
AI Search Visibility Audit
Find where your business is missing from the answers that influence buyers.
The AI Search Visibility Audit measures how your business and competitors appear across commercially relevant AI searches, identifies what is shaping those answers and gives you a prioritised 90-day plan.
Two entry options
Initial evidence or a complete diagnostic.
The free Snapshot is a qualification exercise, not a reduced Audit. It tests whether one focused visibility gap appears commercially important enough to investigate.
| Area | Free Snapshot | £500 Audit |
|---|---|---|
| Commercial categories | One focused category | Full agreed priority scope |
| Prompts | Small focused sample | Researched and approved prompt set |
| Competitors | One or two | Up to three |
| Visibility baseline | Initial snapshot | Full weighted baseline |
| Technical review | Not included | Included |
| Entity review | Limited observation | Full assessment |
| Source analysis | One useful example | Full gap analysis |
| Content review | One opportunity | Prioritised content and proof gaps |
| Roadmap | Recommended next step | Prioritised 90-day roadmap |
| Presentation | Concise summary | Full findings presentation |
Free Snapshot availability is subject to qualification and capacity. It does not include a technical audit, full prompt strategy, full competitor benchmark or implementation specification.
What the Audit answers
Where are recommendations being lost, why, and what should change first?
Are we appearing for the questions that matter commercially?
Which competitors are being recommended instead?
Which owned and third-party sources shape the answers?
Does the website explain the business clearly enough?
Is the proof strong, specific and accessible?
Are the company, service, leadership and location entities consistent?
What should we fix first?
Which implementation route fits the need?
What is examined
The answer, the evidence and the systems behind it.
Competitive position
Who appears, how often, in what context and where named rivals are winning the recommendation.
Sources & citations
The owned and third-party sources influencing answers, and the important gaps around them.
Technical readiness
Crawl, indexation, structure, templates, rendering, metadata, schema, linking and measurement foundations.
Entity clarity
How consistently the business, services, people, proof, locations and credentials are defined and corroborated.
Content & proof
Whether important buyer questions receive direct, useful and supportable answers backed by accessible evidence.
Measurement readiness
Whether the business can repeat the baseline and understand meaningful movement over time.
What you receive
A baseline you can repeat and a roadmap you can act on.
- →Executive visibility verdict
- →Buyer-search and prompt map
- →Researched and approved prompt set
- →Competitor benchmark for up to three named rivals
- →Visibility and share-of-voice baseline
- →Mention, citation and source-gap analysis
- →Technical-readiness and entity findings
- →Authority, content and proof gaps
- →Named competitor teardown
- →Immediate fixes and 30-day actions
- →Prioritised 90-day roadmap
- →Measurement framework and recommended tier
- →Full findings presentation
Audit process
Define the measurement before drawing the conclusion.
- 01
Qualification conversation
- 02
Scope and competitor confirmation
- 03
Prompt research and client approval
- 04
Baseline measurement
- 05
Website, entity, content and authority analysis
- 06
Commercial prioritisation
- 07
Findings presentation
- 08
Roadmap and next-step options
Prioritisation framework
Fix. Clarify. Prove. Expand. Measure.
Fix
Remove technical barriers and conflicting signals.
Clarify
Make the company, offer and entities easier to understand.
Prove
Strengthen accessible evidence, expertise and corroboration.
Expand
Cover measured buyer questions and authority opportunities.
Measure
Compare movement against the agreed baseline.
After the Audit
Keep the roadmap. Choose the right delivery route.
Implement internally
Use the findings, measurement framework and prioritised roadmap with your own team or existing supplier.
AI Visibility Growth
Veda AI implements the technical, content, entity and proof priorities through a rolling improvement programme.
AI Search Authority Partner
Veda AI leads broader competitor displacement and coordinates specialist authority or earned-media work.
The £500 + VAT Audit is a standalone paid diagnostic. The fee is not credited against later programme work — the value is in the baseline, the competitor measurement and the roadmap, whether or not the work goes further.
Fit
The Audit needs a real offer, a real market and a willingness to act.
Strong fit
- Established SME with a credible website and offer
- Identifiable competitors and meaningful commercial search demand
- Leadership willing to review evidence and act
- Capacity to improve content, proof or technical foundations
Not designed for
- An undefined offer or no operating business
- Guaranteed rankings, citations or instant results
- A purely automated report with no interpretation
- No willingness or capacity to improve the underlying signals
Request a route
Start with enough context to make the next conversation useful.
Choose the qualified free Snapshot or register interest in the full £500 Audit. Veda AI reviews each request personally and will say when neither route is appropriate.
Free Snapshot
One category, a small prompt set and one or two competitors. Subject to qualification.
Paid Audit
£500 + VAT for the full baseline, analysis and prioritised roadmap.
AI Search Visibility Audit FAQs
What to know before commissioning the baseline.
The £500 + VAT Audit covers one principal business or brand, one main UK market, agreed priority services, up to three competitors, prompt research and approval, baseline measurement, technical, entity, content, proof and source analysis, a prioritised 90-day roadmap and a findings presentation.
Establish what to improve first