AI Visibility Scorecard
Valentin Prugnaud
whatdafox.com · Technology
At 3.10/10, Valentin Prugnaud 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, Domain Trust and Entity Presence. That is fixable, and the signals below show where to start.
AI engines read this profile 13 times
Claude · Meta AI · Apple Intelligence · Perplexity
Top 25% in Technology for AI visibility
30
AI Naming Predictability
iRarely named · 30/100
Technology average 28
Top 23% of Technology
See what's behind this score →3.10
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
Technology average 17
See what's behind this score →12
About Valentin Prugnaud
from our crawl and measurement
Valentin Prugnaud, based in Vancouver, BC, describes itself simply: "Senior Product Engineer with 14+ years of experience in TypeScript. Building Hookie and RSC Boundary." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.10 out of 10.
On the page itself the strengths are clear: a clear heading structure, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a few credibility markers. What holds it back is structured data describing the business and a clearly stated business identity.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established and there is little discussion of it. 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. Those are earned elsewhere on the web, not fixed on the site itself.
AI crawlers have read this profile 13 times in our tracking, including ClaudeBot (Anthropic), Meta AI and Applebot (Siri). It does link out to several social profiles, which helps engines tie the brand together.
- Company ·
- Valentin Prugnaud
- Website ·
- whatdafox.com
- Industry ·
- Technology
- Location ·
- Vancouver, BC
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 7, 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
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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 3.10/10, Valentin Prugnaud is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Valentin Prugnaud
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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 Valentin Prugnaud.
Source & Attribution
Scored by Engagemii on November 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/whatdafox
Cite this score: Engagemii (2026). "AEO Score for Valentin Prugnaud." Retrieved from https://engagemii.com/aeo/brands/whatdafox
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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