Riley Brown on Using GPT 6 Astra for Business Context

X postRiley BrownOpinion

Riley Brown shared on X that his biggest breakthrough with GPT 6 Astra came from supplying the model with comprehensive context about his business, rather than from its visual capabilities.

Key points

  1. Brown claims his most impressive experience with GPT 6 Astra had nothing to do with visual posts.
  2. He provided Astra with context covering every aspect of his business before running a prompt.
  3. He declined to share the exact output publicly because it consists entirely of sensitive business information.

Why it matters

As models handle broader business context, users are experimenting with feeding full organizational data into LLMs for strategic analysis rather than isolated tasks.

Analysis

Because the author withheld the detailed outputs due to data sensitivity, the post primarily highlights the concept rather than verifiable results. Responses in the thread raised questions regarding factual reliability and whether external vector databases are necessary for such context.

Original post

Riley Brown

@rileybrown · 4 September 2026

My biggest wow moment using GPT 6 Astra had nothing to do with the visual posts you've been seeing... Don't get me wrong, those are awesome and fun... But the biggest wow moment was when I gave Astra context over everything about my business and then gave it the prompt below.

991 likes37 replies1.8k bookmarks89.8k views

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More posts in the thread (1)
  1. I would love to share it but... the entire thing is sensitive info.
Selected replies (5)
  • @petergyang @rileybrown Ok now you're really making me feel fomo
  • @Scholty @rileybrown I just ran a slightly modified version of this on a project of mine using Fable 5.1 and got some amazing results. Thank you for that!
  • @RhysSullivan @rileybrown Ask GPT to generate a similar version with mocked data / that’s shareable
  • @gradientpull @AbraxasUlysses @rileybrown @OpenAI please elaborate
  • @AbraxasUlysses @rileybrown It's a sad day when @openai are so desperate to hide the failures of chatgpt they pay countless people to flood X with bullshit claims. I can prove chatgpt fails 100% to follow a complex prompt that doesn't involve cheesy graphics.

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Summary generated by AI (Gemini 3.8 Flash, 27 September 2026). It may contain errors – the original source is authoritative.

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