AI visibility score

3.7/ 10Weak

#773,772 of 937,492 in Education

As of 2026-10-04 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Helpful

Name: Helpful - AI Visibility Score
Creator: Engagemii
Published: 2026-10-04T10:43:37.264Z
License: https://creativecommons.org/licenses/by/4.0/

Unclaimed

helpful.knobs-dials.com · Education

Borderline visible. AI bots can crawl Helpful, 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.

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In the Engagemii AEO index

#773,772 of 937,492 in Education for AI visibility

AEO Visibility

Near-invisible · 3.7/10

Muse Index Score

AI agent readiness

Not agent-ready · 0/100

AI Adoption

None detected · 0/100

About Helpful

from our crawl and measurement

"And it became I am learning new things by writing it out, which crosses from the everyday to the technical and occasionally into the esoteric, write-ups of specific hobby projects, e.g." That is how Helpful introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.7 out of 10.

The site is missing structured data describing the business, an llms.txt file and a sitemap.

Industry · Education

Last scored · Oct 4, 2026

The 6 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

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

Fair

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

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 3.7/10, Helpful is crawlable but under-signaled - fixable, and the signals above are where to start.

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From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→

Picked for Helpful: 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 October 4, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/helpful-knobs-dials

Cite this score: Engagemii (2026). "AEO Score for Helpful." Retrieved from https://engagemii.com/aeo/brands/helpful-knobs-dials

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