Does Brendon.BOT check the quality of its own recommendations?

Yes. An independent LLM panel grades every published shelf weekly against three lenses, and the result is published unedited — including the failing weeks. The most recent overall grade was 7.5 out of 10. The lowest-scoring shelf in that run was podcasts, at 5.7.

• podcasts: 5.7/10
• tweets: 5.7/10
• insights: 7/10
• music: 7.3/10
• youtube: 7.7/10
• whitepapers: 8.7/10
• blog: 8.7/10
• books: 9/10

Measured from this site's own curation data, as of 2026-09-07. Every figure above is read from what the pipeline recorded — see how it works.