AI Product Index / llm-optimizer
LLM Optimizer
AI brand visibility analytics: visibility scores, optimizations, video, Reddit, and search rankings.
- URL
- https://github.com/jonradoff/llmopt
- Category
- mcp
- Pricing
- free
- Tags
- mcp remote
- Machine endpoints
- Submitted by
- registry (curated)
- Listed
- 2026-08-01 · tier: free
Machine-readable: listing JSON · full registry · llms.txt
Badges
Paste either into your README. Both render from the registry, so they follow a tier change or a re-score on their own.

[](https://index.percall.dev/l/llm-optimizer.html)
[](https://index.percall.dev/l/llm-optimizer.html)
The grade is re-checked weekly by the same cron that verifies your URL is still up.