AI Visibility Scorecard
Fred Perrotta
fredperrotta.com · Travel & Hospitality
Borderline visible. AI bots can crawl Fred Perrotta, 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 8 times
Meta AI · Claude · ShapBot
#35,846 of 457,395 in Travel & Hospitality for AI visibility
27
AI Naming Predictability
iRarely named · 27/100
Travel & Hospitality average 11
Top 9% of Travel & Hospitality
See what's behind this score →4
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Travel & Hospitality average 4. Claim your page and Engagemii is your first.
See what's behind this score →40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
Travel & Hospitality average 17
See what's behind this score →0
About Fred Perrotta
from our crawl and measurement
Fred Perrotta describes itself simply: "Hi, I'm Fred Perrotta, the co-founder of Tortuga. Our travel backpacks help you pack everything you need for your next big trip." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found structured data on the page (Article), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Fred Perrotta
- Website ·
- fredperrotta.com
- Industry ·
- Travel & Hospitality
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 11, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Good
Forum and community discussion.
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 read your site and name it in answers. At 4.2/10, Fred Perrotta is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
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Updated: 2/23/24. This page is a living document, which I update with new items from time-to-time. Dressing well should be easy for men, but most guys fail at it. I’ve found a “capsule wardrobe” to be the best way to dress well, pack light, and
How to Fly Business Class to Vietnam for 68,000 Points?
I'm lucky. Really lucky. This post is about how you can be lucky, too.
Is this your brand?
The exact fixes for Fred Perrotta
Which AI engines already crawl you
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fredperrotta
Cite this score: Engagemii (2026). "AEO Score for Fred Perrotta." Retrieved from https://engagemii.com/aeo/brands/fredperrotta
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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