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AI Visibility Scorecard
Piwigo 16.3.0
vkraz.com · Sports & Recreation
At 0.9/10, Piwigo 16.3.0 is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#228,765 of 229,973 in Sports & Recreation for AI visibility
0.9
/10
AEO Score
About Piwigo 16.3.0
from our crawl and measurement
"The upgrade assistant thinks you are currently running release 15.0.0 (or equivalent)." That is how Piwigo 16.3.0 introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 0.9 out of 10.
The page falls short on a heading structure that lays out what it offers, structured data describing the business, a clearly stated business identity, credibility markers like credentials or reviews, the technical files AI engines look for, such as llms.txt or an open robots.txt and sitemaps and entity links AI can follow.
Off the page, almost no other sites link to it, the domain does not yet read as established, 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.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
Clear headings and answer-style content.
Entity Clarity
2
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
0
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions found yet.
What this score means
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 0.9/10, Piwigo 16.3.0 is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Piwigo 16.3.0
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Athletes Know What They Want. They Just Can't Find a Brand That Listens.
An athlete shopping for gear isn't browsing. They're problem-solving.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Piwigo 16.3.0.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/vkraz
Cite this score: Engagemii (2026). "AEO Score for Piwigo 16.3.0." Retrieved from https://engagemii.com/aeo/brands/vkraz
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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