AI Visibility Scorecard
Cele's Snacks
celessnacks.com · E-commerce
Borderline visible. AI bots can crawl Cele's Snacks, 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 2 times
Claude · Meta AI
#203,923 of 738,818 in E-commerce for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
80
Muse Index Score
iAI agent readiness
Transactable · 80/100
0
AI Adoption
iNone detected · 0/100
About Cele's Snacks
from our crawl and measurement
Cele's Snacks is a business whose own site puts it this way: "Made from celery root (celeriac), a nutritious upcycled vegetable typically discarded, making Cele’s both sustainable and wholesome 120 Calories, 11 Net Carbs and 5g of Fiber per 1 oz." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found structured data on the page (Organization, WebSite, ProductGroup), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Good
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
Fair
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 4/10, Cele's Snacks is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What makes Cele's special?
At Cele’s, we’re redefining snack time with our delicious, tortilla-style chips made from upcycled celery root. Our chips are grain-free, sustainably crafted, and pack fewer carbs and calories per chip—so you can enjoy more dips without the guilt. Crunch the facts, choose the smarter snack!
Is this your brand?
The exact fixes for Cele's Snacks
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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 Cele's Snacks.
Cele's Snacks lists 1 product, 1 in stock, priced 2.99.
Show all 1 product
Machine-readable copy: the product feed (JSON).
Source & Attribution
Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/celessnacks
Cite this score: Engagemii (2026). "AEO Score for Cele's Snacks." Retrieved from https://engagemii.com/aeo/brands/celessnacks
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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