#271,435 OF 713,111 IN E-COMMERCE
SCORE HISTORY BEGINS 2026-09-21
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AI Visibility Scorecard
maddog357.com
hotsauceweek.com · E-commerce
Borderline visible. AI bots can crawl maddog357.com, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#271,435 of 713,111 in E-commerce for AI visibility
5
AEO Visibility
iBorderline · 4.7/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About maddog357.com
from our crawl and measurement
"Hot sauces and pepper extracts from 357,000 to 9,000,000 Scoville. Family-owned since 1991, as seen on Hot Ones. Made in the USA, shipped brand-direct." That is how Mad Dog 357 The World's Hottest Hot Sauces and Pepper Extracts of Lexington, MA introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
Our crawl found structured data on the page (Organization, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 4.7/10, maddog357.com is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for maddog357.com
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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 September 21, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hotsauceweek
Cite this score: Engagemii (2026). "AEO Score for maddog357.com." Retrieved from https://engagemii.com/aeo/brands/hotsauceweek
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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