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Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can actually read your site and cite it in answers. Two-thirds of websites are invisible to them. OSS Vibe Coding Platform just got measured.
3/10 means OSS Vibe Coding Platform is currently invisible to AI search. Most AI assistants will not cite your brand when asked about your category. Claiming and applying the fixes below is the fastest way to change that.
This is a demo of an end-to-end coding platform where the user can enter text prompts, and the agent will create a full stack application. It uses Vercel's AI Cloud services like Sandbox for secure code execution, AI Gateway for GPT-5 and other models support, Fluid Compute for efficient rendering and streaming, and it's built with Next.js and the AI SDK.
1
Structured Data
4
Content Structure
5
Entity Clarity
2
E-E-A-T Signals
6
Technical AEO
2
AI Discoverability
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Your full 6-category score breakdown
Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
Personal 50% off code at checkout
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Scored by Engagemii on June 19, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/wksystems-net
Cite this score: Engagemii (2026). "AEO Score for OSS Vibe Coding Platform." Retrieved from https://engagemii.com/aeo/brands/wksystems-net
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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