AI Visibility Scorecard
No Devs Were Harmed
nodevswereharmed.com · Media & Entertainment
Borderline visible. AI bots can crawl No Devs Were Harmed, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#692,477 of 1,967,017 in Media & Entertainment for AI visibility
5
AEO Visibility
iBorderline · 4.9/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
4
AI Adoption
iBasic · 4/100
About No Devs Were Harmed
from our crawl and measurement
No Devs Were Harmed is a business whose own site puts it this way: "A Slack support group for marketers rebuilding their websites with Claude, leaving Webflow and WordPress, or learning to run what they built." When AI engines look at it, they find little to work with. It scores 4.9 out of 10.
Our crawl found structured data on the page (WebSite, Person), an llms.txt file for AI models and a sitemap.
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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
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 4.9/10, No Devs Were Harmed is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
WHAT ISTHIS?
It’s a Slack channel with marketers at every stage of moving a website off a CMS. Some are still deciding whether to migrate. Some are mid-migration.
WHY DO IHAVE TOWAIT?
All 100 chairs got claimed — faster than we expected, honestly. We’re setting up the room now so everyone walks in together, the overflow row included.
Is this your brand?
The exact fixes for No Devs Were Harmed
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 No Devs Were Harmed.
Source & Attribution
Scored by Engagemii on October 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/nodevswereharmed
Cite this score: Engagemii (2026). "AEO Score for No Devs Were Harmed." Retrieved from https://engagemii.com/aeo/brands/nodevswereharmed
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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