AI Visibility Scorecard
Bite Smart
getbitesmart.com · Technology
Borderline visible. AI bots can crawl Bite Smart, 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 7 times
Claude · Meta AI · Apple Intelligence · Perplexity
#1,290,790 of 2,706,132 in Technology for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 51% of Technology companies
4
AEO Visibility
iBorderline · 4/10
75
Muse Index Score
iAI agent readiness
Transactable · 75/100
8
AI Adoption
iBasic · 8/100
About Bite Smart
from our crawl and measurement
Bite Smart describes itself simply: "AI-powered food allergen and ingredient scanner. Scan labels, barcodes, and restaurant menus to instantly know what's safe to eat based on your personal allergy profile." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Under the hood there is a clear heading structure and structured data describing the business and sitemaps and entity links AI can follow, but the score is capped by what is missing: credibility markers like credentials or reviews.
Our monitoring has logged one AI crawler visit here: the engines come, the question is what they find. The wider web has little to say about it yet: the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on. Those signals cannot be fixed on the page, they have to be earned.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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, Bite Smart is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is Bite Smart?
Bite Smart is a free AI-powered food allergen scanner that helps people with food allergies, intolerances, and dietary restrictions know exactly what's in their food. Point your phone's camera at any ingredient label, product barcode, or restaurant menu and Bite Smart instantly tells you whether the food is safe to eat — tailored to your personal allergy profile.
Who uses Bite Smart?
Parents protecting children with severe allergies at school, parties, and restaurants. Newly diagnosed adults learning to navigate ingredient labels and hidden allergens. Travellers ordering food abroad in unfamiliar languages. People with intolerances like coeliac disease, lactose intolerance, or histamine intolerance who need to read every label.
Why choose Bite Smart over reading labels manually?
Manufacturers change recipes without warning. Allergens hide behind unfamiliar names — sodium caseinate (milk), tamari (often contains wheat), carmine (insect-derived), guar gum (potential FODMAP trigger). Bite Smart's AI is trained to recognise every alias, scientific name, and obscure derivative, so nothing slips past you. It also explains why something might be unsafe, helping you learn over time.
Is this your brand?
The exact fixes for Bite Smart
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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.
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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/getbitesmart
Cite this score: Engagemii (2026). "AEO Score for Bite Smart." Retrieved from https://engagemii.com/aeo/brands/getbitesmart
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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