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AI Readiness Audit

See how AI
sees your brand

Find out if AI can find you, trust you, and describe you accurately. Evidence-based scoring in 60 seconds.

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Audit any brand
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Sample audit result
59
/100
MODERATE Room to improve across 5 AI readiness signals
Visibility
45
Perception
85
Listings
60
Trust
55
Clarity
50
1
Enter your domain Any website, no setup required.
2
AI crawls and analyzes Structured data, listings, trust signals.
3
Get your score in 60s 5 metrics, findings, remediation plan.
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Audits completed
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Avg score
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Domains scanned

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  • 1 audit per month
  • Overall score + 5 metrics
  • Basic findings summary

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example.com

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Sample report with mock data. Run a real audit to see your results.

Audit Results

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How does your competitor compare?
--/100
Overall health
Critical

AI Readiness Critical

Severe deficits across all five dimensions. Not recognized by any AI assistant or search knowledge base, no machine-readable business data, conflicting address information, and zero independent validation. This brand is functionally invisible to AI systems.

5/100
Brand Visibility
15/100
Market Perception
20/100
Listing Accuracy
18/100
Trust & Authority
22/100
Brand Clarity

Verdict: The company claims to be a market leader but has zero presence in AI systems or search knowledge bases. No machine-readable business data, conflicting office locations on the website, and 150+ auto-generated blog posts misaligned with the homepage value proposition.

4
Critical findings Identity split, no structured data, no reviews, not found by AI
3
High priority Address conflict, missing from search databases, blog quality risk
7
Action items Structured remediation plan in detailed report
Your #1 fix
Pro findings preview
Critical Entity & USP 5/100
Homepage sells "Enterprise Analytics" but blog content is 95% generic marketing and sales automation. Signals a pivot without cleanup...
Critical Perception & Reviews 15/100
Zero independent validation found. No G2, Capterra, Glassdoor, or Google Business Profile. 100% of signals from owned properties...
High Listings & Directories 20/100
About page says "Based in San Francisco" but footer shows a New York address. Factual contradiction on the same website destroys trust signals...
Critical Trust & Authority 18/100
Not recognized by any AI assistant or search knowledge base. No machine-readable business data on the homepage. No structured markup found anywhere...

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DETAILED AUDIT
5
Brand Visibility
Homepage messaging doesn't match blog content strategy
3 issues
Brand Identity & Positioning Critical
5 /100
5
Brand Visibility - Not recognized by search engines or AI assistants
Primary USP
"Enterprise Analytics Platform" positioned as AI-powered, but website content focuses on generic consulting services. Messaging mismatch between homepage and blog.
Team
5 team members identified across Product, Sales, Tech, Operations, and Strategy roles via LinkedIn and website.
Blog scope
150+ articles. Formulaic slugs: lead-enrichment-{x}, sales-{x}-ai, marketing-{x}-automation. Programmatic/AI-generated content at scale.
Homepage sells "Enterprise Analytics" but the blog (150+ articles) is 95% generic marketing and sales automation content. Signals a pivot without cleanup. Google actively penalizes this kind of content mismatch.
How to fix
  • Remove or de-prioritize irrelevant blog posts that dilute the brand message
  • Create 10-15 focused authority pages aligned with the core product positioning
  • Add machine-readable business data to the homepage so search engines and AI can identify the company
15
Market Perception
No independent validation on any third-party platform
3 issues
Market Perception & Reviews Critical
15 /100
15
Market Perception - No external signal to validate or contradict owned messaging
Third-party
Near-zero. No Glassdoor, Crunchbase, G2, Capterra, TrustRadius, Google Business Profile.
Case studies
5 total, all self-published on the company domain. No independent validation or third-party features.
Echo chamber
Risk: HIGH. 100% of signals from owned properties. Comparison posts are self-published with zero independent validation.
A prospect doing due diligence finds zero independent validation. The reputation gap is unmeasurable: no external signal exists to validate or contradict claims.
How to fix
  • Claim and populate G2 and Capterra profiles with real customer reviews
  • Create Google Business Profile for local authority signals
  • Secure 3-5 independent case study features or press mentions
20
Listing Accuracy
Address contradiction found on the same website
3 issues
Listing Accuracy & Directories High
20 /100
20
Listing Accuracy - Conflicting location data on the same website
About page says "Based in San Francisco" but footer shows a New York address. Factual contradiction on the same website.
Phone
Not listed anywhere on the website.
Email
Not visible. Only a "Contact Us" form with no direct email address.
Legal entity
Not on about page. Legal info may not be crawlable by search engines.
Directories
Zero third-party listings found. No Google Business Profile.
How to fix
  • Resolve the address contradiction immediately
  • Add phone number and contact email to website footer
  • Create consistent citations across 20+ business directories
18
Trust & Authority
Not recognized by any AI assistant or knowledge base
3 issues
Trust & Authority Signals Critical
18 /100
18
Trust & Authority - No independent third-party validation
Search presence
Not recognized by any AI assistant or search knowledge base. Brand name is generic and easily confused with other companies.
Structured data
Zero machine-readable business data on homepage. No structured markup that helps search engines and AI systems understand the company.
Supporters
Accelerator badges from 3 programs listed, but no editorial endorsements or independent recognition.
The company positions itself as a technology leader, but its own digital footprint exhibits nearly every deficit it claims to solve for clients. This undermines credibility during prospect due diligence.
How to fix
  • Add machine-readable business data to homepage (structured markup)
  • Create a Wikidata entry so AI systems can identify the company
  • Build presence on Crunchbase, LinkedIn, and through press releases
22
Brand Clarity
4 critical gaps across identity, data, and visibility
7 gaps
Brand Clarity High
22 /100
22
Brand Clarity - 4 critical gaps across identity, data, and visibility
Identity split
Homepage messaging does not match blog content (95% off-topic articles)
Address conflict
Two different cities listed on the same website
No structured data
No machine-readable business data anywhere on site
No reviews
Zero reviews, independent mentions, or earned media
Not found by AI
Not recognized by any AI assistant or search knowledge database
No contact data
No phone number, no visible email address
Blog risk
150+ formulaic posts triggering helpful content signals
Priority remediation sequence
  • Week 1: Fix address contradiction, add machine-readable business data, create Google Business Profile
  • Week 2-3: Remove or de-prioritize irrelevant blog content, create focused authority pages
  • Week 4-6: Build third-party presence (G2, Capterra, Crunchbase, Wikidata)
  • Ongoing: Earn independent press, case studies, and reviews
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Pricing

Know exactly what AI systems see. Fix what they don't.

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