AI Visibility Scorecard
Erik Dohnberg
erikdohnberg.com · Technology
At 0.99/10, Erik Dohnberg 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, Entity Clarity and Backlinks. That is fixable, and the signals below show where to start.
AI engines read this profile 1 times
Claude
19
AI Naming Predictability
iRarely named · 19/100
Technology average 28
Top 49% of Technology
See what's behind this score →0.99
-
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 →10
Muse Index Score
iAI agent readiness
Basic · 10/100
Technology average 17
See what's behind this score →12
About Erik Dohnberg
from our crawl and measurement
Erik Dohnberg describes itself simply: "Erik Dohnberg is a Senior Product Leader based in Toronto. Building AI-powered products since 2023, LLM integrations, evaluation frameworks, ML-powered features at scale." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 0.99 out of 10.
Under the hood there is an llms.txt file for AI models and a sitemap and a readable heading structure, but the score is capped by what is missing: structured data describing the business.
- Company ·
- Erik Dohnberg
- Website ·
- erikdohnberg.com
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 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
Weak
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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 0.99/10, Erik Dohnberg is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
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.
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Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/erikdohnberg
Cite this score: Engagemii (2026). "AEO Score for Erik Dohnberg." Retrieved from https://engagemii.com/aeo/brands/erikdohnberg
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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