AI Visibility Scorecard
munchd by ZOMA
munchd.io · Food & Beverage
Borderline visible. AI bots can crawl munchd by ZOMA, 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 11 times
Claude · Meta AI · ChatGPT · Apple Intelligence
#46,467 of 1,391,678 in Food & Beverage for AI visibility
2
AI Naming Predictability
iRarely named · 2/100
Food & Beverage average 12
Top 5% of Food & Beverage
See what's behind this score →5
-
Network Authority
iNot connected yet
Food & Beverage average 0.0
0 relationships · Food & Beverage average 2
See what's behind this score →10
Muse Index Score
iAI agent readiness
Basic · 10/100
Food & Beverage average 18
See what's behind this score →0
About munchd by ZOMA
from our crawl and measurement
"Indulge your cravings with Munchd, the ultimate food delivery and takeout app. From tantalizing pizzas to mouthwatering sushi, we've got a menu to satisfy every palate." That is how munchd by ZOMA introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.6 out of 10.
Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 2 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
- Company ·
- munchd by ZOMA
- Website ·
- munchd.io
- Industry ·
- Food & Beverage
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Aug 2, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Strong
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
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
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 read your site and name it in answers. At 4.6/10, munchd by ZOMA is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for munchd by ZOMA
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for munchd by ZOMA.
Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/munchd-io
Cite this score: Engagemii (2026). "AEO Score for munchd by ZOMA." Retrieved from https://engagemii.com/aeo/brands/munchd-io
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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