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AI Visibility Scorecard
vbverse • Software Projects by Vinod Balanarayanan
vbverse.com · Technology
Borderline visible. AI bots can crawl vbverse • Software Projects by Vinod Balanarayanan, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
Monitoring for AI engine activity
In the Engagemii AEO index
#2,223,258 of 2,821,955 in Technology for AI visibility
3.6
/10
AEO Score
About vbverse • Software Projects by Vinod Balanarayanan
from our crawl and measurement
vbverse • Software Projects by Vinod Balanarayanan describes itself simply: "vbverse, a personal developer hub for building and shipping independent apps and experiments under the coderdoniv identity." When AI engines look at it, they find little to work with. It scores 3.6 out of 10.
On its own pages the site does well on sitemaps and entity links AI can follow. It is passable on a workable page structure and basic crawler access. What holds it back is structured data describing the business, a clearly stated business identity and credibility markers like credentials or reviews.
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. None of that can be fixed on the page: it has to be earned.
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
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
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 3.6/10, vbverse • Software Projects by Vinod Balanarayanan is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for vbverse • Software Projects by Vinod Balanarayanan
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/vbverse
Cite this score: Engagemii (2026). "AEO Score for vbverse • Software Projects by Vinod Balanarayanan." Retrieved from https://engagemii.com/aeo/brands/vbverse
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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