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AI Visibility Scorecard
patenthawk.com Β· Other
Somewhat visible. AI bots can read Patent Hawk: Prior Art Search +, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude Β· Apple Intelligence
6
/10
AEO Score
from our crawl and measurement
Patent Hawk: Prior Art Search + is a business whose own site puts it this way: "Patent Hawk is a full-service patent technical consultancy. Prior art search +." Its AI visibility score is 6.0 out of 10: the engines can find it, but they do not have much to hold on to.
On the page it is passable on basic crawler access. What holds it back is a heading structure that lays out what it offers, a clearly stated business identity, sitemaps and entity links AI can follow, structured data describing the business and credibility markers like credentials or reviews.
Off the page, other sites link to it and people discuss it in places AI engines read. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence.
Higher is better Β· 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
4
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
6
Forum and community discussion.
Social Mentions
0
No social discussion found yet.
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 6/10, Patent Hawk: Prior Art Search + has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Patent Hawk: Prior Art Search +
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Weekly ChatGPT & Claude citation tracking
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/patenthawk
Cite this score: Engagemii (2026). "AEO Score for Patent Hawk: Prior Art Search +." Retrieved from https://engagemii.com/aeo/brands/patenthawk
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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