AI visibility score
1.55/ 10Near-invisible

▼ 0.05 since Nov 2026

Top 50% in Food & Beverage

As of 2026-11-09 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

Guide Fixer

Guide Fixer

Unclaimed

guidefixer.com · Food & Beverage

At 1.55/10, Guide Fixer is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, E-E-A-T Signals and Backlinks. That is fixable, and the signals below show where to start.

AI engines read this profile 3 times

Claude

Top 50% in Food & Beverage for AI visibility

15

AI Naming Predictability

i

Rarely named · 15/100

Food & Beverage average 12

Top 26% of Food & Beverage

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1.55

AEO Visibility

i

Near-invisible · 1.55/10

Food & Beverage average 1.3

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-

Network Authority

i

Not connected yet

0 relationships on record. Businesses in Food & Beverage average 2. Claim your page and Engagemii is your first.

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25

Muse Index Score

i

AI agent readiness

Basic · 25/100

Food & Beverage average 18

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0

AI Adoption

i

None detected · 0/100

Food & Beverage average 0

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About Guide Fixer

from our crawl and measurement

Guide Fixer describes itself simply: "With GuideFixer, readers can learn more about online tools to help them fix common issues. So, we write about guides and provide in-depth tips and tricks for everyone." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 1.55 out of 10.

Our crawl found structured data on the page (Person, WebSite, CollectionPage), a sitemap and a readable heading structure. It is missing an llms.txt file.

AI crawlers have read this profile 3 times in our tracking, including ClaudeBot (Anthropic).

Company ·
Guide Fixer
Website ·
guidefixer.com
Industry ·
Food & Beverage
Site status ·
Live (The website showed an active business site when last checked (Nov 1, 2026).)
Last scored ·
Nov 9, 2026

The 6 on-page 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

Good

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

Fair

Sitemaps and entity links AI can follow.

The 6 off-page signals AI reads

How the web signals your brand to AI

Backlinks

Weak

No inbound links found yet.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

-

Not yet measured.

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 1.55/10, Guide Fixer is near-invisible to AI engines today. That is fixable, and the signals above are where to start.

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Picked for Guide Fixer: AEO & AI Search

Why your brand doesn't show up in ChatGPT answers (and how to fix it)

ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.

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Source & Attribution

Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Guide Fixer." Retrieved from https://engagemii.com/aeo/brands/guidefixer

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

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