AI visibility score
5.3/ 10Fair

▲ 0.3 since Jul 2026

#242,505 of 937,492 in Education

As of 2026-07-31 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Proteanbits

Proteanbits

Unclaimed

proteanbits.com · Education

Somewhat visible. AI bots can read Proteanbits, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 1 times

Claude

#242,505 of 937,492 in Education for AI visibility

5

AEO Visibility

i

Borderline · 5.3/10

40

Muse Index Score

i

AI agent readiness

Agent-ready · 40/100

5

AI Adoption

i

Basic · 5/100

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About Proteanbits

from our crawl and measurement

Proteanbits, based in Luleå, Norrbotten, describes itself simply: "Proteanbits helps small and medium businesses build well with AI. MVP development, team training, and honest tech consultancy. Accessible, transparent, and built to be trusted." Its AI visibility score is 5.3 out of 10: the engines can find it, but they do not have much to hold on to.

On its own pages the site does well on structured data describing the business, 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. What holds it back is credibility markers like credentials or reviews.

Off the page, almost no other sites link to it, the domain does not yet read as established, 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). The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Education
Last scored · Jul 31, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Good

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

Weak

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

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 5.3/10, Proteanbits has a working base to build on - fixable, and the signals above are where to start.

Frequently Asked Questions

Have something to build?

Tell us what you need. We'll give you an honest assessment and a real quote, upfront, with no back-and-forth.Get a QuoteMeet the teamOpen to equity arrangements for early-stage startups. Let's talk.ProteanbitsWe help small and medium businesses build well with AI: MVPs, team training, and honest tech consultancy.WCAG AAA · Honest by design · UDL-firstBuilt by humans, with AI.

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The exact fixes for Proteanbits

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Picked for Proteanbits: How-To

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 July 31, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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