Nicheloom visits: 58,301 all-time · 7,637 in the last 7 days

The opportunity tracker for new startups.

Today: 1,008 launches · Niche of the day: specialized calculation tools · See what launched today →

I built a Wikipedia based AI deduction game

Get picks like this daily. Today's launch numbers, the top launches, AI and tech news, and a daily opportunity pick, straight to your inbox.

Want to reach these readers? Sponsor an issue.

I haven't seen anything like this so I decided to build it in a weekend.How it works: You see a bunch of things pulled from Wikipedia displayed on cards. You ask yes or no questions to figure out which card is the secret article. The AI model has access to the image and wiki text and it's own knowledge to answer your question.Happy to have my credits burned for the day but I'll probably have to make this paid at some point so enjoy. I found it's not easy to get cheap+fast+good responses but the tech is getting there. Most of the prompts are running through Groq infra or hitting a cache keyed by a normalization of the prompt.

HN · launched Apr 16, 2026 · 9 upvotes (top 45%) · 0 views

Niche: browser puzzle games · 310 launches, 26 in the last 7 days ▼ -7% · Explore this niche →

Category and tags

  • Media & entertainment
  • Agent / copilot
  • B2C
  • AI-native
  • Hobby / open-source project

Visit website ↗ Source listing ↗

Could you build this?

Yes This is a web-based '20 Questions' deduction game that fetches Wikipedia text and images, passing them into an LLM prompt to answer user queries with yes/no constraints.

Discussion

7 comments analyzed.

Competitors mentioned: OpenRouter, Groq, Gemini 3 Flash, gpt-oss-120b

Concerns raised: Sluggish performance / high latency (10s+), Poor UX / overcomplicated interface, Trade-offs between price, speed, and accuracy, Low throughput on free models (sub 100token/s)

Feature requests: Make main 'Guess' feature more prominent

Competitors

Other products that read as similar to this one : 422 launches clear the similarity bar, closest 8 shown.

Attention rank: #187 of 423 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 169 days after the earliest competitor.

The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.