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AI Visibility Scorecard
withoutbaggage.com · Media & Entertainment
Somewhat visible. AI bots can read Hank Leukart - Product Manager. Filmmaker. TV Producer. Adventure addict., but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Meta AI · Claude
#409,408 of 1,898,195 in Media & Entertainment for AI visibility
5.5
/10
AEO Score
from our crawl and measurement
Hank Leukart is a business whose own site puts it this way: "Hank Leukart builds software, makes films and TV shows, and chases adventures around the world. Travelogues, projects, and more." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.5 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure and sitemaps and entity links AI can follow. It is passable on a few credibility markers. What holds it back is a clearly stated business identity, structured data describing the business and the technical files AI engines look for, such as llms.txt or an open robots.txt.
Away from its own site, other sites link to it. 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, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
0
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
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 5.5/10, Hank Leukart - Product Manager. Filmmaker. TV Producer. Adventure addict. has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Hank Leukart - Product Manager. Filmmaker. TV Producer. Adventure addict.
Which AI engines already crawl you
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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/withoutbaggage
Cite this score: Engagemii (2026). "AEO Score for Hank Leukart - Product Manager. Filmmaker. TV Producer. Adventure addict.." Retrieved from https://engagemii.com/aeo/brands/withoutbaggage
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