AI Visibility Scorecard
Harding Test
hardingtest.com · Media & Entertainment
Borderline visible. AI bots can crawl Harding Test, 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 8 times
Meta AI · Claude · Apple Intelligence · Perplexity
#233,815 of 1,966,289 in Media & Entertainment for AI visibility
<1
4
AEO Visibility
iBorderline · 4.2/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Harding Test
from our crawl and measurement
"Simple & quick way to get your Harding test online in minutes | Get your videos approved for broadcasters." That is how Harding Test introduces itself. When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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
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 4.2/10, Harding Test is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why do I need a Harding Test?
Certain flash and pattern imagery in the video can trigger seizures in viewers suffering from photosensitive epilepsy.
What makes you different?
We’ve been in the video production industry since the late 70s, so we know our stuff. In addition, we’ve been conducting Harding tests and fixing failed content for ad agencies, broadcasters, production companies and record labels since 2010, which makes us the industry leader and a name that you can count on.
How do I get started?
The quickest way to get your test is to submit your video online. That way, you can get your results immediately. Create an account, upload your video, make payment, and you will get your results in seconds.
What happens after I upload my video?
If you upload online, our software analyses your video and automatically emails you your pass or fail certificate. It can also be downloaded from your user area. If it fails, page 2 of the report will give detail of the fail and problem timecodes so you know where you need to make changes.
How much does it cost?
We process videos from under 2 minutes all the way to 4 hours, so depending on the length of your video and the type of test you’ve selected, rates start at £30 and go from there. Check out our complete price list here.
Is this your brand?
The exact fixes for Harding Test
Which AI engines already crawl you
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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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hardingtest
Cite this score: Engagemii (2026). "AEO Score for Harding Test." Retrieved from https://engagemii.com/aeo/brands/hardingtest
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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