AI Visibility Scorecard
Human-Powered Engineering
humanpoweredengineering.com · Technology
At 2.33/10, Human-Powered Engineering is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, E-E-A-T Signals and Backlinks. That is fixable, and the signals below show where to start.
AI engines read this profile 4 times
Claude · ChatGPT
Top 25% in Technology for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
Technology average 28
Top 49% of Technology
See what's behind this score →2.33
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →5
0
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 2.33 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.
- Company ·
- Human-Powered Engineering
- Website ·
- humanpoweredengineering.com
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page 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.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 2.33/10, Human-Powered Engineering is near-invisible to AI engines today. That is 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.
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Human-Powered Engineering.
Source & Attribution
Scored by Engagemii on November 9, 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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