AI Visibility Scorecard
engineerworth.com · Professional Services
At 2.35/10, How much is an Engineer Worth? by David Trejo 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 2 times
Claude
Top 25% in Professional Services for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Professional Services average 8
See what's behind this score →2.35
AEO Visibility
iNear-invisible · 2.35/10
Professional Services average 1.5
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Professional Services average 1. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Professional Services average 18
See what's behind this score →0
from our crawl and measurement
How much is an Engineer Worth? by David Trejo describes itself simply: "Value your engineering time and make better product decisions." When AI engines look at it, they find little to work with. It scores 2.35 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have read this profile 2 times in our tracking, including ClaudeBot (Anthropic).
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
Strong
Sitemaps and entity links AI can follow.
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.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 2.35/10, How much is an Engineer Worth? by David Trejo is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Why did I make EngineerWorth.com?
I noticed my clients and past co-workers made engineering investment decisions without running the numbers. EngineerWorth is meant to make life easier for my EngineerOverflow.com clients. This is written specifically for CTOs. Engineering managers and engineers will also find this useful.
How much is an engineer's time worth?
1 hour is worth $ USD. 8 hours are worth $ USD. 5 work days are worth $ USD. 3 months are worth $ USD. 1 year (48 weeks) are worth $ USD. Do not compare this with a consultant's rates: their value can much be higher and they are very different from employees.
How much is a project worth?
A team with engineers should eventually be working on a project with more than x return on investment, meaning >$ USD upside annually.
How much is maintenance worth?
Enterprise companies expect to spend of the cost of the project in maintenance. If the project took -engineers to create over months time, then you should invest $ USD annually to keep the project running. In other words, ~ engineers doing maintenance.
How much does a one-on-one meeting cost?
A minute one-on-one costs $ USD. One-on-ones are an important part your engineering organization. One-on-ones should always have an agenda.
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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Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/engineerworth
Cite this score: Engagemii (2026). "AEO Score for How much is an Engineer Worth? by David Trejo." Retrieved from https://engagemii.com/aeo/brands/engineerworth
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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