AI VISIBILITY SCOREAS OF 2026-08-09 · ENGAGEMII INDEX
2.8/ 10

▼ 1.2 since Jul 2026

#1,187,836 OF 1,391,107 IN FOOD & BEVERAGE

SCORED BY THE SAME PIPELINE AS 54M+ COMPANIES · SIX ON-PAGE SIGNALS + OFF-PAGE AUTHORITYCHECK ANOTHER SITE →THE INDEX →

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AI Visibility Scorecard

Flawlessly odd

Flawlessly odd

Unclaimed

flawlesslyodd.com · Food & Beverage

At 2.8/10, Flawlessly odd is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

AI engines read this profile 1 times

Claude

#1,187,836 of 1,391,107 in Food & Beverage for AI visibility

3

AEO Visibility

i

Near-invisible · 2.8/10

15

Muse Index Score

i

AI agent readiness

Basic · 15/100

0

AI Adoption

i

None detected · 0/100

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About Flawlessly odd

from our crawl and measurement

Flawlessly odd describes itself simply: "Exciting, and frightening.Just as the bottom drops and your toes can no longer touch." As far as answer engines are concerned it may as well not exist yet: 2.5 out of 10.

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

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

Industry · Food & Beverage
Last scored · Aug 9, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Fair

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Fair

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

Fair

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

AI Discoverability

Weak

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Weak

No inbound links found yet.

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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 2.8/10, Flawlessly odd is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Flawlessly odd: 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 August 9, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Flawlessly odd." Retrieved from https://engagemii.com/aeo/brands/flawlesslyodd

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

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