AI Visibility Scorecard
Thrangrycat
thrangrycat.com · Technology
Somewhat visible. AI bots can read Thrangrycat, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 13 times
Claude · Meta AI · Apple Intelligence
#181,485 of 2,707,329 in Technology for AI visibility
97
AI Naming Likelihood
iAI names companies like this · 97/100
6
AEO Visibility
iBorderline · 5.9/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Thrangrycat
from our crawl and measurement
Thrangrycat is a business whose own site puts it this way: "Thrangrycat Presentation Slides This research was presented at Black Hat 2019 and DEF CON 27." Its AI visibility score is 5.9 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clear heading structure. It is passable on a few credibility markers and partial sitemap and link coverage. What holds it back is a clearly stated business identity, the technical files AI engines look for, such as llms.txt or an open robots.txt and structured data describing the business.
Off the page, other sites link to it and people discuss it in places AI engines read. There is some, but not much, sign that the domain is only lightly established. 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. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence.
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
Weak
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
Fair
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
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 5.9/10, Thrangrycat has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What is Cisco’s Trust Anchor?
Cisco Secure Boot is a secure startup process that ensures the integrity of the firmware running on Cisco hardware devices. To perform this validation each time the device resets, Cisco developed a separate, special-purpose hardware device, known as the Trust Anchor module (TAm), as a root of trust for the secure boot process.
How is Cisco’s Trust Anchor implemented?
At the design level, the hardware anchor is implemented using an external FPGA.
What is the vulnerability in Cisco’s Trust Anchor?
An attacker with root privileges on the device can modify the contents of the FPGA anchor bitstream, which is stored unprotected in flash memory. Elements of this bitstream can be modified to disable critical functionality in the TAm. Successful modification of the bitstream is persistent, and the Trust Anchor will be disabled in subsequent boot sequences.
On what device(s) did you demonstrate the vulnerability?
The vulnerability was demonstrated on a Cisco ASR 1001-X router.
How widespread is this?
This vulnerability affects Cisco products with an FPGA based TAm. Cisco released the following list of more than 100 product families with this vulnerability.
Is this your brand?
The exact fixes for Thrangrycat
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Thrangrycat.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/thrangrycat
Cite this score: Engagemii (2026). "AEO Score for Thrangrycat." Retrieved from https://engagemii.com/aeo/brands/thrangrycat
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform