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AI Visibility Scorecard
ISF Documentation
docs.isf.video · Technology
Somewhat visible. AI bots can read ISF Documentation, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 12 times
Claude · Meta AI · Amazon Alexa
#181,021 of 2,655,479 in Technology for AI visibility
6.1
/10
AEO Score
About ISF Documentation
from our crawl and measurement
ISF Documentation describes itself simply: "Interactive Shader Format is a file format used to describe GLSL shaders for real-time image filtering and generation." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.9 out of 10, readable in places and missing in others.
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 visited 4 times in our tracking, including ClaudeBot (Anthropic) and AmazonBot (Alexa AI).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
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
10
Inbound links from other sites.
Domain Authority
4
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
5
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 6.1/10, ISF Documentation has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for ISF Documentation
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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 August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/docs-isf-video
Cite this score: Engagemii (2026). "AEO Score for ISF Documentation." Retrieved from https://engagemii.com/aeo/brands/docs-isf-video
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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