Traditional search remains essential. But AI-powered answer engines are becoming a new discovery layer.
See whether they can discover, understand, reference, and recommend your business.
Inspecting the public structure and crawler-access evidence.
Observed signals
Why this matters
Search is evolving. Your visibility strategy should too.
This is not about abandoning SEO. It's about expanding visibility to include a new layer of
discovery — AI answer engines that increasingly decide which businesses get mentioned,
recommended, and cited.
Essential foundation
Traditional search
Google, Bing, and other search engines remain a critical discovery channel. Ranking well
and being technically readable still matters — and always will.
Crawlable, indexable pages
Clear titles, metadata, structured data
Strong, relevant content
New discovery layer
AI-powered discovery
ChatGPT-style search, answer engines, and grounded AI now synthesize answers for
customers — often citing specific businesses, pages, and sources.
Machine-readable identity and offerings
Direct answers to customer questions
First-party sources worth citing
Businesses don't have to choose. The goal is to be understood and discoverable across
both traditional search and AI-powered discovery.
What we measure
Four customer-facing signals.
Every metric is evidence-backed and decomposable — you can see exactly why a score is what it is.
01
AI Readiness
Can modern crawlers technically access, crawl, and understand your website?
02
Business Understanding
Can machines clearly understand who you are, what you offer, and where you operate?
03
Answer Coverage
Does your website answer the questions potential customers are likely to ask?
04
Observed AI Visibility
Is your company actually appearing in recorded AI answer and search observations?
From diagnosis to action
We don't only tell you what's wrong.
We help identify what should change — and measure whether the change actually improved the result.
Continuous intelligence cycle Evidence connected
01AuditInspect signals
→
02UnderstandMap the business
→
03Find gapsPrioritize evidence
→
04ObserveRecord visibility
→
05OptimizePropose fixes
→
06VerifyMeasure change
Product preview
A sample result.
Demo data for illustration — your analysis is generated from your own website.
Demo data — not a live observationperfect-touch-dent.example