AI Visibility Scorecard
Moonstr
moonstr.com · Technology
Borderline visible. AI bots can crawl Moonstr, 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.
AI engines read this profile 1 times
Claude
#1,805,604 of 2,705,025 in Technology for AI visibility
4
AEO Visibility
iBorderline · 4.1/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Moonstr
from our crawl and measurement
"The easiest way to collect and display testimonials from Nostr, X (Twitter), and YouTube. Import social proof in seconds, create beautiful walls of love, and embed them anywhere on your." That is how Moonstr introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.1 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
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
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
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 4.1/10, Moonstr is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why choose Moonstr?
Stop manually collecting and updating testimonials. Automate your social proof.Without MoonstrManually screenshot testimonials from social mediaUpdate your website every time you get a new reviewNo way to verify testimonials are realVideo testimonials require expensive softwareHours spent on design and formattingRECOMMENDEDWith MoonstrImport testimonials from Nostr, Twitter, YouTube automaticallyReal-time updates —.
Is this your brand?
The exact fixes for Moonstr
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 Moonstr.
Source & Attribution
Scored by Engagemii on August 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/moonstr
Cite this score: Engagemii (2026). "AEO Score for Moonstr." Retrieved from https://engagemii.com/aeo/brands/moonstr
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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