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AI Visibility Scorecard
Coding the Streams - tech blog by Lari Hotari
codingthestreams.com · Media & Entertainment
Borderline visible. AI bots can crawl Coding the Streams - tech blog by Lari Hotari, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,648,220 of 1,866,953 in Media & Entertainment for AI visibility
3.1
/10
AEO Score
About Coding the Streams - tech blog by Lari Hotari
from codingthestreams.com
Blogs and experiments about event streaming by Lari Hotari and guest authors. The opinions are my own and do not represent the views of my employer or Apache Software Foundation (ASF) or Apache Pulsar
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
1
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 3.1/10, Coding the Streams - tech blog by Lari Hotari is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Coding the Streams - tech blog by Lari Hotari
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/codingthestreams
Cite this score: Engagemii (2026). "AEO Score for Coding the Streams - tech blog by Lari Hotari." Retrieved from https://engagemii.com/aeo/brands/codingthestreams
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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