Opinion Outpost Tech

Opinion Outpost Tech

Capturing Opinion Change Over Time.

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Tracking opinion dynamics and preserving perspectives over time. Opinion Outpost captures not just what you think, but how your opinions evolve. Every thought becomes a versioned node, every shift becomes history, and you build your unique Opinion DNA. Explore Thoughtverses, fork ideas, and see how communities think over time.
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What do you think? …

Raju Koushik
Maker
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Hi Product Hunt! I’m Koushik, founder of Opinion Outpost. Over the last year, I realized something: online opinions disappear. They get buried, lost, recycled — but the evolution behind those opinions is never captured. We never see how someone’s thinking changed, what influenced it, or how communities shift collectively. So I built Opinion Outpost, a platform that: stores every opinion as a dynamic, evolving node tracks change over time builds a personal Opinion DNA for every user forms Thoughtverses — idea universes around sports, tech, culture & more lets you fork or unfork opinions instead of just liking creates a permanent, searchable map of global thought This is the early version. We’re refining the analytics layer, the DNA engine, and ingestion model — but I’d love your feedback, ideas, and honest thoughts.
Raju Koushik

Thanks everyone for checking out Opinion Outpost. If anyone has questions about how Opinion DNA or Thoughtverses work, I’m happy to break down the tech behind it.

Raju Koushik

One thing I’m curious about: does the idea of tracking opinion evolution feel useful for personal reflection, or more for community-level insight? I’d love to hear how you see yourself using it.

Raju Koushik

If anyone wants to test a private Thoughtverse (custom opinion cluster for your community/team), DM me. We’re onboarding early groups manually.

Raju Koushik

Would love feedback on what you feel when you first land on the site. Is the purpose clear? Anything confusing? Your first impressions matter a lot.

Raju Koushik

Opinion Outpost isn’t built to be social media — it's more like an archive of thought. Curious if that distinction is clear to users.

Raju Koushik

Really interesting concept. I’ve never seen opinions treated as unique nodes with history. The Opinion DNA idea is powerful.