AI Visibility Scorecard
The TMPDIR podcast
tmpdir.org · Media & Entertainment
Somewhat visible. AI bots can read The TMPDIR podcast, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 16 times
Meta AI · Claude
#148,782 of 1,965,746 in Media & Entertainment for AI visibility
6
AEO Visibility
iBorderline · 5.9/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
4
AI Adoption
iBasic · 4/100
About The TMPDIR podcast
from our crawl and measurement
The TMPDIR podcast is a business whose own site puts it this way: "Conversations on embedded Linux, Yocto, Zephyr, IoT, and microcontroller engineering. Hosts Cliff Brake and Khem Raj discuss BSPs, OTA updates, Linux kernel work, firmware, RTOS." 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.
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 3 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
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
Fair
Established authority for your domain.
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 5.9/10, The TMPDIR podcast has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Do you own your platform?
January 07, 2022 Duration: 32:36 Episode 14 by Cliff Brake, Khem Raj In this episode we describe what a platform is and the importance of owning it. Your browser does not support the audio element.
Is this your brand?
The exact fixes for The TMPDIR podcast
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 The TMPDIR podcast.
Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/tmpdir-org
Cite this score: Engagemii (2026). "AEO Score for The TMPDIR podcast." Retrieved from https://engagemii.com/aeo/brands/tmpdir-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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