▼ 0.4 since Jul 2026
#1,459,574 OF 2,704,685 IN TECHNOLOGY
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AI Visibility Scorecard
Human-Powered Engineering
humanpoweredengineering.com · Technology
Borderline visible. AI bots can crawl Human-Powered Engineering, 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 · ChatGPT
#1,459,574 of 2,704,685 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.6/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Human-Powered Engineering
from our crawl and measurement
Human-Powered Engineering is a business whose own site puts it this way: "Practical Scrum for engineering teams. Human-Powered Engineering helps real-world teams ship better, with empathy, clarity, and no fluff." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.6 out of 10.
Our crawl found a sitemap, a readable heading structure. It also found the gaps that keep answer engines guessing: structured data describing the business, an llms.txt file.
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
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 4.6/10, Human-Powered Engineering is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why We Built This?
Most engineering advice online is either too theoretical or too corporate. We’re doing things differently. Our approach is rooted in real practice — hard-won lessons from teams under pressure, leaders without time, and products that need to ship. This isn’t about trends or frameworks — it’s about what works when everything’s on fire and the release date is yesterday.
Who's behind HPE?
Hi — I’m Ilya Komakhin. Over 15 years in engineering leadership I’ve led, grown and rebuilt teams from 10 to 400+. What you see here is a reflection of those years: the good, the messy, the real. Human-Powered Engineering is my way to share what actually worked — and to invite others to do the same.
Is this your brand?
The exact fixes for Human-Powered Engineering
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 Human-Powered Engineering.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/humanpoweredengineering
Cite this score: Engagemii (2026). "AEO Score for Human-Powered Engineering." Retrieved from https://engagemii.com/aeo/brands/humanpoweredengineering
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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