MarketStory
Catch stock narrative shifts early
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Know when the story on a stock changes, and why. MarketStory reads what 2,000+ investors post on YouTube and X and flags every narrative shift, bullish to bearish or back, with the quotes that drove it. No more hours of scrolling to work out what changed. Every stock gets a page with the bull and bear case, linked to the original posts. Track what you care about and get a daily or weekly email. Research, not investment advice.
PH · launched Nov 11, 2026 · 3 upvotes (top 7%) · 0 views
Niche: stock and market analysis software · 355 launches, 42 in the last 7 days ▲ +11% · Explore this niche →
Category and tags
- Fintech
- Analytics & BI
- Prosumer
- Commercial product
- Fintech
- Investing
Visit website ↗ Source listing ↗
More like this: all 355 launches in stock and market analysis software →
Could you build this?
Partial The dashboard and LLM-based summarization are vibe-codeable, but the core value depends on continuously collecting and analyzing posts from 2,000+ investors on YouTube and X, which needs paid API access, scraping infrastructure, and a dataset that is hard to assemble.
What it would actually take: Build a scheduled ingestion pipeline (YouTube Data API plus a paid X API tier or licensed data provider) feeding an LLM classification and clustering stage that tracks per-ticker sentiment over time and detects shifts with supporting quotes. The hard parts are reliable data access at scale, tuning narrative-shift detection so it is accurate rather than noisy, and the cost of running LLM inference across many sources. Some financial-analysis domain knowledge helps for useful ticker-level signals.
Competitors
Other products that read as similar to this one : 509 launches clear the similarity bar, closest 8 shown.
Attention rank: #23 of 510 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 363 days after the earliest competitor.
- Stock Market Trivia · ph · 2026-09-29 · 1 upvotes · similarity 0.57
- How to Read a Stock Chart: Beginner’s · ph · 2026-10-09 · 1 upvotes · similarity 0.52
- Smart Money Watch · ph · 2026-11-14 · 1 upvotes · similarity 0.51
- TickrAlert · ph · 2026-10-20 · 2 upvotes · similarity 0.51
- MarketView · ph · 2026-11-05 · 2 upvotes · similarity 0.50
- NewsStocks.live · ph · 2026-10-07 · 2 upvotes · similarity 0.50
- HedgePick · ph · 2026-10-27 · 2 upvotes · similarity 0.48
- PreMarketPrice · ph · 2026-09-24 · 1 upvotes · similarity 0.48
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.