▲ 0.6 since Jun 2026
#1,533 OF 379,394 IN HEALTH & WELLNESS
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AI Visibility Scorecard
Front of the Pack
fotp.com · Health & Wellness
Somewhat visible. AI bots can read Front of the Pack, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 16 times
Meta AI · ChatGPT · Claude · Apple Intelligence
#1,533 of 379,394 in Health & Wellness for AI visibility
7
AEO Visibility
iVisible · 6.6/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About Front of the Pack
from our crawl and measurement
Front of the Pack describes itself simply: "Front of the Pack Supplements and Air-Dried Dog Food made only with the best ingredients. With no fillers or byproducts, 100% natural and sustainable." Its AI visibility score is 6.6 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 7 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
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
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 6.6/10, Front of the Pack has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Front of the Pack
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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fotp
Cite this score: Engagemii (2026). "AEO Score for Front of the Pack." Retrieved from https://engagemii.com/aeo/brands/fotp
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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