#3 OF 2,703,643 IN TECHNOLOGY
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AI Visibility Scorecard
Cautious Optimism - Tech, business, and power. Modestly upbeat
alexwrites.substack.com · Technology
Well-positioned for AI search. The breakdown below shows where Cautious Optimism - Tech, business, and power. Modestly upbeat is still leaving points on the table.
Monitoring for AI engine activity
In the Engagemii AEO index
#3 of 2,703,643 in Technology for AI visibility
8
AEO Visibility
iVisible · 8.2/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
4
AI Adoption
iBasic · 4/100
About Cautious Optimism - Tech, business, and power. Modestly upbeat
from our crawl and measurement
Cautious Optimism is one of the businesses we track in the Technology space. Measured against the twelve signals AI engines rely on, it scores 8.2 out of 10, a strong showing.
Our crawl found structured data on the page (CollectionPage, BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing 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
Good
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
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Strong
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Strong
Press and news coverage.
Community
Strong
Forum and community discussion.
Social Mentions
Strong
Social discussion and mentions.
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 8.2/10, Cautious Optimism - Tech, business, and power. Modestly upbeat has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Oh wait, they might actually ban data centers?
GPT-6-Astra! Venture capital drama! Data centers! Get in here! Sep 4, 2026 • Alex Wilhelm
Is this your brand?
The exact fixes for Cautious Optimism - Tech, business, and power. Modestly upbeat
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on September 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/alexwrites-substack
Cite this score: Engagemii (2026). "AEO Score for Cautious Optimism - Tech, business, and power. Modestly upbeat." Retrieved from https://engagemii.com/aeo/brands/alexwrites-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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