AI visibility score
3.8/ 10Weak

▲ 0.8 since Jun 2026

#1,973,909 of 2,705,580 in Technology

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

AI Visibility Scorecard

ertw

ertw

Unclaimed

ertw.com · Technology

Borderline visible. AI bots can crawl ertw, 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 3 times

Claude

#1,973,909 of 2,705,580 in Technology for AI visibility

4

AEO Visibility

i

Near-invisible · 3.8/10

0

Muse Index Score

i

AI agent readiness

Not agent-ready · 0/100

0

AI Adoption

i

None detected · 0/100

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About ertw

from our crawl and measurement

ertw describes itself simply: "Sean's blog The old Cramsession Linux Newsletter The EngineeringWiki with links and information for Engineers, and Engineers-To-Be A list of all Sean Walberg's writing I am a volunteer with." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.8 out of 10.

The page falls short on a heading structure that lays out what it offers, structured data describing the business, a clearly stated business identity, credibility markers like credentials or reviews, the technical files AI engines look for, such as llms.txt or an open robots.txt and sitemaps and entity links AI can follow.

Away from its own site, 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. Those are earned elsewhere on the web, not fixed on the site itself.

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic). There is not much on the page to read either, about 49 words. The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Technology
Last scored · Jul 31, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Weak

Clear headings and answer-style content.

Entity Clarity

Weak

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

Weak

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

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

Fair

Forum and community discussion.

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 3.8/10, ertw is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for ertw: 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/ertw

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

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

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