Future Observatory

What it does

Predict how your target audience will respond before you launch. AI-powered predictions from synthetic populations that think like real consumers. Forecast reactions to products, pricing, ads, and messaging with confidence scores and demographic breakdowns. Predict world events, product success, market movements, how your dating profile will perform, etc. we have answers. Do you have the questions?

Simulate your audience, test variables, and find the single change that has the highest impact on your outcome. AI-powered leverage analysis from synthetic populations in minutes, not weeks.

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  Almanac2020 · ▲215

  Predict consumer behavior with AI and machine learning

• AL
  Ask LLMs to predict anything based on news2024 · aipredict.fun · ▲25

  Hi HN! We partnered with the Atlas team to build a tool called AI Predict [0] that allows anyone to ask any question about the future and get a thoroughly researched, AI-generated prediction on how likely it is to be true. How it works: Atlas replicated a Berkeley paper [1] that showed LLMs could make predictions as accurate as the crowd. We’re using a mix of models from OpenAI and Anthropic, with information retrieval powered by NewsCatcher [2]. The system is live and fully functional, though it might struggle with hyper-local questions outside of the public domain (e.g., “Will I have…

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  A/BMay 2026 · ab.eonik.ai · ▲58

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  Reason8Apr 2026 · reason8.io · ▲57

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  Hypothesis-2022 · hyp.io · ▲3

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  FutureSearch, AI forecasting you can verifyAug 2026 · futuresearch.ai · ▲11

  *Title:* Show HN: FutureSearch, AI forecasting you can verify AI forecasting is now approximately superhuman. Today, FutureSearch is exiting our long public beta and launching. We started FutureSearch in August 2023. (We’re the original AI forecasting company, at least in a Tetlock-ian, “forecast anything” sense.) We’re currently #1 of 194 in the most competitive AI forecasting tournament [1], and we score above the #3 and #2 human forecasters in the premier mixed human-bot tournaments [2]. Many people on HN seem to equate forecasting with prediction markets and finance. FutureSearch is not…

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