AI Discoverability Snapshot
The AI Discoverability Snapshot gives you a more structured view of how your business appears in AI-generated answers, where competitors surface instead, and what you can improve first.
Best for businesses that already know AI visibility matters and want a clearer diagnostic before deciding what to fix.
Scoped before work begins. Reviewed by a person. Based on observed model response behaviour using a defined prompt pack and selected named AI models.
Why this matters
Customers are beginning to use AI assistants to research products, compare providers and ask who they should consider. That changes the discovery journey.
Your website is no longer only being read by people and search engines. It is also being interpreted by AI systems that may shape whether your business is found, understood, recommended and routed into the right next step.
Where each product helps
What the Snapshot answers
The Snapshot gives you a clear, evidence-based answer to each of these.
Compare products
Both products are based on observed AI response behaviour. They serve different needs and different stages of readiness.
| Area | AI Visibility Check | AI Discoverability Snapshot |
|---|---|---|
| Best for | A fast first look | A deeper diagnostic |
| Typical buyer | Curious founder, marketer or growth lead | Team wanting evidence, score and next actions |
| Purchase route | Ordered online | Scoped through a call |
| Output | Short plain-English report | Deeper diagnostic report |
| AI Distribution Score | Not included | Included |
| DURTA scorecard | Not included | Included |
| Competitor comparison | Light competitor mentions | Clear competitor comparison |
| Recommendations | Two or three practical first actions | Prioritised improvement actions |
| AI Product Fact Sheet | Not included | Included as a practical diagnostic output |
| Methodology note | Included | Included with confidence and scope |
| Use case | Understand whether there is an AI visibility issue | Understand why it is happening and what to fix |
What you receive
The Snapshot gives you a clear, plain-English report that can be shared with leadership, marketing, product and digital teams. Scores are explained in plain English and linked back to observed evidence from the tested model responses, website evidence and structured extraction fields.
How it works
We confirm the website, category, market, priority use cases and known competitors.
maesee tests how selected named AI models respond to defined category, product, recommendation, competitor, trust and action prompts, with a primary model score and cross-model comparison.
Responses are reviewed and structured into evidence fields such as mentions, rank position, recommendation strength, accuracy, unsupported claims, gaps and next steps.
DURTA scores are calculated from defined rules. AI helps extract evidence, but the final score is not invented by the model.
You receive a plain-English report showing where you stand, what was observed and what to improve first.
Who it is for
The AI Discoverability Snapshot is a natural fit for teams that want a clearer, more actionable view of their AI Distribution Readiness.
Founders and CEOs
Understand how AI could affect discovery, demand and competitive visibility.
Marketing and growth leaders
See whether AI surfaces your brand in buyer scenarios and where competitors appear instead.
Product and digital leaders
Understand whether AI can explain your products, journeys and use cases clearly.
Competitive or regulated categories
Identify where accuracy, recommendation behaviour and trust signals may affect customer choice.
Scope
The AI Discoverability Snapshot is based on observed model response behaviour using a defined prompt pack, selected named AI models and a stated methodology. It is not a definitive measure of every AI system and it does not guarantee future recommendations.
The Snapshot gives you a clearer view of whether AI can find, understand and recommend your business, where competitors appear, and what to improve first.
Not sure which option is right? Start with the £199 AI Visibility Check, or book a call to discuss whether the Snapshot is a better fit.