local
22/25 completed - mention rate 52% - schema avg 73
Round 2 is the website-readiness story. We checked 100 businesses to see whether their own pages clearly explain who they are, what they sell, who they help, and why they should be trusted.
businesses sampled
completed live audits
recommended in sampled prompt
faq absent
Imagine an AI assistant as a very fast but cautious researcher. If your website hides the basics, the assistant has to guess. The businesses that scored better made the answer obvious: name, category, location, offer, proof, pricing or scope, and next step.
Each bucket contains 25 businesses. The score combines page clarity, trust signals, structured data, crawlability, and sampled recommendation presence.
22/25 completed - mention rate 52% - schema avg 73
19/25 completed - mention rate 52% - schema avg 69.7
24/25 completed - mention rate 96% - schema avg 88.5
24/25 completed - mention rate 40% - schema avg 77.4
This was not about mysterious AI magic. Most weak pages simply made important facts too hard to find, verify, or reuse in an answer.
What this means: Round 2 shows the first layer of AI visibility. Before worrying about Reddit, YouTube, Wikipedia, or citations, the business website itself has to be clear enough for AI to understand.
These are sampled recommendation opportunities, not claims of lost revenue or exact causation.
| Business omitted | Buyer-intent prompt | Competitor appeared | Suggested fix |
|---|---|---|---|
| The Florist Liverpool | cocktail bar Liverpool | Flush Bar Liverpool | Add plain pricing, plan, audience, and exclusion details in crawlable HTML. |
| The Quarter Liverpool | Italian restaurant Liverpool | Roscoe Street Italian | Add accurate Organization, LocalBusiness, Product, Service, FAQ, or SoftwareApplication schema where it matches the page. |
| Smileworks Liverpool | cosmetic dentist Liverpool | Dental Choices Liverpool | Add plain pricing, plan, audience, and exclusion details in crawlable HTML. |
| Ollie and Darsh | Invisalign dentist Liverpool | Invisalign | Add an FAQ or comparison section that answers common buyer prompts directly. |
| The Brain Charity | neurological charity Liverpool | MS Society | Add plain pricing, plan, audience, and exclusion details in crawlable HTML. |
| Royal Court Liverpool | comedy theatre Liverpool | Empire Theatre Liverpool | Add plain pricing, plan, audience, and exclusion details in crawlable HTML. |
| Titanic Hotel Liverpool | luxury hotel Liverpool docks | The Shankly Hotel | Add accurate Organization, LocalBusiness, Product, Service, FAQ, or SoftwareApplication schema where it matches the page. |
| Hope Street Hotel | boutique hotel Liverpool | The Shankly Hotel | Add plain pricing, plan, audience, and exclusion details in crawlable HTML. |
Make the business entity, category, audience, location, proof, pricing boundaries, and next steps easy to extract in visible HTML.
Add structured data that matches the real page, expose reviews or case studies, answer comparison prompts directly, and check robots.txt for AI crawler blocks.
Use these for outreach, sales enablement, content production, and future historical comparison.