AI visibility score
4.2/ 10Fair

#860,028 of 2,705,505 in Technology

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

AI Visibility Scorecard

TPM—Fail

TPM—Fail

Unclaimed

tpm.fail · Technology

Borderline visible. AI bots can crawl TPM—Fail, 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 2 times

Claude · Apple Intelligence

#860,028 of 2,705,505 in Technology for AI visibility

<1

AI Naming Predictability

i

Rarely named · <1/100

Top 36% of Technology

4

AEO Visibility

i

Borderline · 4.2/10

25

Muse Index Score

i

AI agent readiness

Basic · 25/100

0

AI Adoption

i

None detected · 0/100

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About TPM—Fail

from our crawl and measurement

TPM Fail describes itself simply: "Skip to content TPM, Fail ATTACKWHO FOUND IT?FAQ TPM meets Timing and Lattice Attacks Introduction Trusted Platform Module (TPM) serves as a root of trust for the operatingsystem." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.

Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.

Industry · Technology
Last scored · Jul 31, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Fair

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

Clear headings and answer-style content.

Entity Clarity

Fair

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

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

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

Good

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 4.2/10, TPM—Fail is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

Am I affected by these vulnerabilities?

There is a high chance that you are affected. This depends if any of your computing devices (laptop, tablet, desktop, etc.) use Intel fTPM or STMicroelectronics TPM chips.

Which computing devices are affected?

Desktop, laptop and server workstations manufactured by various vendors such as Dell, Lenovo, HP, etc. may use one of these affected TPM products. Please ask your OEM or consult an expert to see if your systems are affected by TPM-FAIL. The Lenovo security advisory including a list of affected devices can be found here.

What can a hacker do with this?

A hacker can use these vulnerabilities to forge digital signatures. If your operating system or any of the applications on your computer use the TPM to issue such digital signatures, the private signing key used for signature generation can be compromised.

Can I rely on security certificates to protect my customers?

This research shows that even rigorous testing as required by Common Criteria certification is not flawless and may miss attacks that have explicitly been checked for.

What is Common Criteria Certification?

Common Criteria certification is obtained via independent evaluation and is meant to provide security assurance including resistance to physical side-channel and timing attacks.

Is this your brand?

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Picked for TPM—Fail: 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/tpm-fail

Cite this score: Engagemii (2026). "AEO Score for TPM—Fail." Retrieved from https://engagemii.com/aeo/brands/tpm-fail

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

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