AI Visibility Scorecard
coldfusion-hosting-development.com · Technology
At 1.97/10, Is ColdFusion Still Used 2026 is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Backlinks, Domain Trust and News Mentions. That is fixable, and the signals below show where to start.
AI engines read this profile 8 times
ChatGPT · Claude · Parallel
Top 50% in Technology for AI visibility
3
1.97
-
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 →0
8
from our crawl and measurement
Is ColdFusion Still Used 2026 describes itself simply: "An up-to-date look at ColdFusion in 2026: active Adobe development, the native AI framework, and keep-versus-modernize guidance." When AI engines look at it, they find little to work with. It scores 1.97 out of 10.
Our crawl found structured data on the page (Service) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have read this profile 8 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and ShapBot (Parallel).
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 1.97/10, Is ColdFusion Still Used 2026 is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Is ColdFusion still used 2026, and is it worth staying on?
CTO (Cipoletti Technology Organization) works with organizations that run real, revenue-generating software on ColdFusion, and the team hears the same concern constantly. A consultant somewhere told the owner the language was finished. A new hire only knows JavaScript and wants to start over. A vendor quoted a six-figure rebuild.
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/coldfusion-hosting-development
Cite this score: Engagemii (2026). "AEO Score for Is ColdFusion Still Used 2026." Retrieved from https://engagemii.com/aeo/brands/coldfusion-hosting-development
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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