AI Visibility Scorecard
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
4
AEO Visibility
iBorderline · 4.2/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
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.
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.
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.
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.
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?
The exact fixes for TPM—Fail
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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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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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