Add aeoptimize — open-source AEO CLI with multi-AI scoring#21
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dexuwang627-cloud wants to merge 1 commit intoamplifying-ai:mainfrom
Open
Add aeoptimize — open-source AEO CLI with multi-AI scoring#21dexuwang627-cloud wants to merge 1 commit intoamplifying-ai:mainfrom
dexuwang627-cloud wants to merge 1 commit intoamplifying-ai:mainfrom
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Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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Pull request overview
Adds aeoptimize to the README’s Tools & Software list as an open-source AEO/GEO utility for evaluating and improving AI-facing content discoverability.
Changes:
- Added a new entry for
aeoptimizeunder Open Source Data / Evals. - Documented key capabilities (multi-dimension scoring, llms.txt / JSON-LD generation, multi-model scoring) and provided an
npxusage example.
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| #### Open Source Data / Evals | ||
| - [AI Product Bench](https://github.com/amplifying-ai/ai-product-bench) - Benchmark for AI product visibility. | ||
| - [aeoptimize](https://github.com/dexuwang627-cloud/aeoptimize) - Open-source CLI toolkit + Claude Code skills for AEO. Scores AI readability (0-100) across 5 dimensions, generates llms.txt and JSON-LD schemas, and supports multi-AI scoring with gemini/copilot CLIs. `npx aeoptimize scan your-site.com` |
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Proper nouns should be capitalized for consistency with the rest of the README (e.g., “Gemini” and “Copilot”). Consider updating “gemini/copilot CLIs” to “Gemini/Copilot CLIs” (and optionally end the bullet with a period after the command, to match surrounding entries).
Suggested change
| - [aeoptimize](https://github.com/dexuwang627-cloud/aeoptimize) - Open-source CLI toolkit + Claude Code skills for AEO. Scores AI readability (0-100) across 5 dimensions, generates llms.txt and JSON-LD schemas, and supports multi-AI scoring with gemini/copilot CLIs. `npx aeoptimize scan your-site.com` | |
| - [aeoptimize](https://github.com/dexuwang627-cloud/aeoptimize) - Open-source CLI toolkit + Claude Code skills for AEO. Scores AI readability (0-100) across 5 dimensions, generates llms.txt and JSON-LD schemas, and supports multi-AI scoring with Gemini/Copilot CLIs. `npx aeoptimize scan your-site.com` |
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Summary
What it does
Why it fits
It is a free, open-source CLI tool specifically built for GEO/AEO optimization -- complementing the existing tracking/monitoring tools in the list with an actionable content optimization workflow.