#87,439 OF 2,692,305 IN TECHNOLOGY
SCORE HISTORY BEGINS 2026-06-28
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AI Visibility Scorecard
Mooch
moochapp.com · Technology
Somewhat visible. AI bots can read Mooch, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 9 times
Meta AI · Apple Intelligence · Claude
#87,439 of 2,692,305 in Technology for AI visibility
7
AEO Visibility
iVisible · 6.5/10
85
Muse Index Score
iAI agent readiness
Transactable · 85/100
0
AI Adoption
iNone detected · 0/100
About Mooch
from our crawl and measurement
Mooch is a business whose own site puts it this way: "Peer-to-peer sharing app that lets you lend, borrow, and track items with friends. Save money, reduce waste, and build community." Its AI visibility score is 6.5 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on structured data describing the business, a clear heading structure and sitemaps and entity links AI can follow. It is passable on a partly stated business identity and basic crawler access. What holds it back is credibility markers like credentials or reviews.
Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, 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.
AI crawlers have visited 5 times in our tracking, including Applebot (Siri), ClaudeBot (Anthropic) and Meta AI. It does link out to several social profiles, which helps engines tie the brand together. The business dates to 2019.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
9
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
6
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
10
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
4
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 6.5/10, Mooch has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Is Mooch free to use?
Yes! Mooch is completely free to download and use. We believe sharing should be accessible to everyone. There are no hidden fees, subscriptions, or premium tiers.
What if someone doesn't return my item?
Mooch includes built-in tracking and reminder systems. You can see who has your items at any time and send return reminders with one tap. Plus, since you only share with friends you trust, this rarely happens.
Who can see my inventory?
Only the friends you personally connect with can see your shared inventory. Your items are never visible to the public or strangers. You have complete control over who joins your sharing network.
What kinds of items can I share on Mooch?
Almost anything! Popular categories include tools, camping and outdoor gear, kitchen appliances, books, sporting equipment, party supplies, electronics, games, and more. If it's something you'd lend to a friend, it belongs on Mooch.
How is Mooch different from renting or Buy Nothing groups?
Unlike rental services, Mooch is completely free—you're sharing with friends, not strangers. Unlike Buy Nothing or Facebook groups, Mooch is purpose-built for lending with proper tracking, reminders, and inventory management.
Is this your brand?
The exact fixes for Mooch
Which AI engines already crawl you
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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/moochapp
Cite this score: Engagemii (2026). "AEO Score for Mooch." Retrieved from https://engagemii.com/aeo/brands/moochapp
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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