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AI Visibility Scorecard

Progressor

Progressor

Unclaimed

progressor.io · Technology

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

AI engines read this profile 2 times

Claude

#868,187 of 2,808,083 in Technology for AI visibility

5.1

/10

AEO Score

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About Progressor

from our crawl and measurement

Progressor describes itself simply: "<{Progressor}> The Programming Professor_ Train and assess basic programming skills Progressor is an open-source project for programming teachers." Its AI visibility score is 5.1 out of 10: the engines can find it, but they do not have much to hold on to.

On the page it is passable on a workable page structure. What holds it back is the technical files AI engines look for, such as llms.txt or an open robots.txt, sitemaps and entity links AI can follow, structured data describing the business, a clearly stated business identity and credibility markers like credentials or reviews.

Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established and there is little discussion of it. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on 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 2 times in our tracking, including ClaudeBot (Anthropic).

Industry · Technology
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

5

Clear headings and answer-style content.

Entity Clarity

1

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

0

Experience, Expertise, Authority, Trust markers.

Technical AEO

4

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

AI Discoverability

3

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

6

Inbound links from other sites.

Domain Trust

4

Established authority for your domain.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

4

Forum and community discussion.

Reddit

0

No Reddit mentions 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 5.1/10, Progressor has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for Progressor

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Progressor: Tech & Electronics

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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/progressor-io

Cite this score: Engagemii (2026). "AEO Score for Progressor." Retrieved from https://engagemii.com/aeo/brands/progressor-io

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

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