AI Visibility Scorecard
Adam O'Deven
· Food & Beverage
At 2.34/10, Adam O'Deven is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, Content Structure and Entity Clarity. That is fixable, and the signals below show where to start.
AI engines read this profile 2 times
Claude
Top 10% in Food & Beverage for AI visibility
4
AI Naming Predictability
iRarely named · 4/100
Food & Beverage average 12
See what's behind this score →2.34
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Food & Beverage average 2. Claim your page and Engagemii is your first.
See what's behind this score →5
Muse Index Score
iAI agent readiness
Basic · 5/100
Food & Beverage average 18
See what's behind this score →0
About Adam O'Deven
from our crawl and measurement
"Scout Motors July 10, 2026 Hydride September 9, 2025 Apple Design Challenge December 27, 2025 Lumia June 4, 2025 DRNK August 4, 2025 © 2026 Adam O'Deven Toggle theme Close Previous Next." That is how Adam O'Deven introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.34 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have read this profile 2 times in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Adam O'Deven
- Website ·
- adamodeven.com
- Industry ·
- Food & Beverage
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Weak
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 2.34/10, Adam O'Deven is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Adam O'Deven.
Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/adamodeven
Cite this score: Engagemii (2026). "AEO Score for Adam O'Deven." Retrieved from https://engagemii.com/aeo/brands/adamodeven
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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