AI Visibility Scorecard
ThinkDFIR
thinkdfir.com · Technology
Somewhat visible. AI bots can read ThinkDFIR, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Meta AI · Claude
#323,700 of 2,705,965 in Technology for AI visibility
6
AEO Visibility
iBorderline · 5.6/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About ThinkDFIR
from thinkdfir.com
Contact Find Me Posts Awesome BEC This week in 4n6 RULER Project BlueSky LinkedIn Twitter GitHub Search Search for: Close ThinkDFIR random musings on DFIR topics Trust but Verify: Amcache’s OriginalFilename Field Isn’t Always Accurate April 25, 2026April 25, 2026 Phill MooreLeave a comment During an engagement at $lastdayjob we found a possible bug in AmCache so I wanted to dig into it a bit deepe
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
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
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 5.6/10, ThinkDFIR has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
How can I test?
Velociraptor is the perfect platform for testing this because we can spin up a server on our local machine to test what’s in Amcache. We can then easily take all of the paths from here and, if they exist, parse their PE headers to look for the relevant information.
What is IconCache?
The IconCache contains the images associated with an items icon so that Windows can recall it without rebuilding it.
What did you find?
Well, I don’t know how it works, or why it does it; but with the help of some Copilot prompts I made a couple of binaries and did some testing. The first one, hello.exe, just prints hello world and has no embedded metadata. Just a simple C script compiled with GCC. The second, hello2.exe, has a .rc file which embeds the metadata I gave it. Simple enough.
Is this your brand?
The exact fixes for ThinkDFIR
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 ThinkDFIR.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/thinkdfir
Cite this score: Engagemii (2026). "AEO Score for ThinkDFIR." Retrieved from https://engagemii.com/aeo/brands/thinkdfir
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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