AI visibility score
4.2/ 10Fair

#76,870 of 739,385 in E-commerce

As of 2026-08-02 ยท Engagemii indexCheck another site โ†’Live terminal โ†’

AI Visibility Scorecard

Fresh Catch Fish Co.

Fresh Catch Fish Co.

Unclaimed

freshcatchfishco.com ยท E-commerce

Borderline visible. AI bots can crawl Fresh Catch Fish Co., 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

Claude ยท Meta AI ยท Apple Intelligence ยท ChatGPT

#76,870 of 739,385 in E-commerce for AI visibility

52

AI Naming Predictability

i

Rarely named ยท 52/100

E-commerce average 18

Top 8% of E-commerce

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4

AEO Visibility

i

Borderline ยท 4.2/10

E-commerce average 4.0

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-

Network Authority

i

Not connected yet

0 relationships on record. Businesses in E-commerce average 9. Claim your page and Engagemii is your first.

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20

Muse Index Score

i

AI agent readiness

Transactable ยท 20/100

E-commerce average 27

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0

AI Adoption

i

None detected ยท 0/100

E-commerce average 0

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About Fresh Catch Fish Co.

from our crawl and measurement

Fresh Catch Fish Co. describes itself simply: "Freshest Seafood & Meals in Southwest Florida. Fresh Catch Fish Co has a retail store and provides local delivery throughout Southwest Florida as well as Nationwide Shipping." When AI engines look at it, they find little to work with. It scores 4.2 out of 10.

On its own pages the site does well on a clear heading structure, a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a few credibility markers. What holds it back is structured data describing the business.

Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).

Company ยท
Fresh Catch Fish Co.
Website ยท
freshcatchfishco.com
Industry ยท
E-commerce
Location ยท
Punta Gorda, Florida
Site status ยท
Live (The website showed an active business site when last checked (Oct 31, 2026).)
Last scored ยท
Aug 2, 2026

The 6 signals AI reads

Strong ยท Good ยท Fair ยท Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

Clear headings and answer-style content.

Entity Clarity

Strong

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

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

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 read your site and name it in answers. At 4.2/10, Fresh Catch Fish Co. is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Fresh Catch Fish Co.: How-To

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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Fresh Catch Fish Co. lists 175 products, 175 in stock, priced 0.00 to 115.00.

Show all 175 products

Machine-readable copy: the product feed (JSON).

Source & Attribution

Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/freshcatchfishco

Cite this score: Engagemii (2026). "AEO Score for Fresh Catch Fish Co.." Retrieved from https://engagemii.com/aeo/brands/freshcatchfishco

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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