AI Visibility Scorecard
Pinata
kv-stores.com · E-commerce
Borderline visible. AI bots can crawl Pinata, 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
#538,692 of 738,345 in E-commerce for AI visibility
4
AEO Visibility
iNear-invisible · 3.8/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
0
AI Adoption
iNone detected · 0/100
About Pinata
from our crawl and measurement
Pinata’s KV Store describes itself simply: "A key-value database (KV store) is one of the simplest to use but most powerful databases a developer can reach for." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.8 out of 10.
Our crawl found structured data on the page (Article). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
The 6 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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 3.8/10, Pinata is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
We built vector storage on upload. Want in?
Vector storage is broken. Maybe it's better to say it's too disconnected from the actual needs of developers. I can say this with a good amount of experience building a project that used vector storage and search. But I can also say it from talking to Read more insights
Is this your brand?
The exact fixes for Pinata
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Pinata.
Source & Attribution
Scored by Engagemii on October 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/kv-stores
Cite this score: Engagemii (2026). "AEO Score for Pinata." Retrieved from https://engagemii.com/aeo/brands/kv-stores
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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