AI Visibility Scorecard
Bug Bakes
bugbakes.com · Pet Care
Somewhat visible. AI bots can read Bug Bakes, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude
#36,699 of 108,768 in Pet Care for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
20
Muse Index Score
iAI agent readiness
Transactable · 20/100
0
AI Adoption
iNone detected · 0/100
About Bug Bakes
from our crawl and measurement
Bug Bakes describes itself simply: "Eco friendly, cold pressed insect based dog food, both wet dog food and dry dog food and treats. The UK's first dog food made with sustainable insect protein." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places and missing in others.
Under the hood there is an llms.txt file for AI models and a sitemap and a readable heading structure, but the score is capped by what is missing: structured data describing the business.
AI crawlers have visited the site once in our tracking, so the engines are already looking.
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
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
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
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 5.1/10, Bug Bakes has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Bug Bakes
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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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Bug Bakes lists 11 products, 11 in stock, priced 6.99 to 112.49.
Show all 11 products
- 100% Insect Reward Multipack (8 x 70g Treats) · 33.74 · Feed The Pack
- 100% Insect Rewards (200g Large Treat Bag) · 9.99 · Large Treat Pack
- Pate Sample · 6.99
- Hypoallergenic Wet Dog Food Insect Protein Pumpkin & Carrot · 26.93
- Working Dog Food · 112.49
- Multipacks · 61.85
- Grain Free - Hypoallergenic Cold-Pressed Insect Protein Dry Dog Food · 41.25
- Regular - Hypoallergenic Dry Dog Food Insect Protein Cold-Pressed · 37.48
- Regular · 33.73
- Grain-Free · 37.13
- Bug Bakes Cold Pressed Dog Food (2.5 KG) · 33.73 · Dog Food
Machine-readable copy: the product feed (JSON).
Source & Attribution
Scored by Engagemii on September 5, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/bugbakes
Cite this score: Engagemii (2026). "AEO Score for Bug Bakes." Retrieved from https://engagemii.com/aeo/brands/bugbakes
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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