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Crypto trade calls and forecasts, audited
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A live audit of crypto traders and analysts on X and Telegram: every trade call tracked to its target, stop or exit, every price forecast checked on real prices.
PH · launched Nov 9, 2026 · 1 upvote (top 65%) · 0 views
Niche: blockchain and crypto analytics tools · 211 launches, 25 in the last 7 days ▼ -11% · Explore this niche →
Category and tags
- Fintech
- Analytics & BI
- B2C
- Not AI
- Commercial product
- Analytics
- Crypto
- Cryptocurrency
Visit website ↗ Source listing ↗
More like this: all 211 launches in blockchain and crypto analytics tools →
Could you build this?
Partial The dashboard and scoring logic are easy to vibe-code, but the core data is hard to get: reliably ingesting trade calls from X and Telegram and extracting structured entries, targets, and stops from informal posts.
What it would actually take: Build a crawler or API ingestion layer for X and Telegram, then use an LLM to extract structured calls (asset, direction, entry, target, stop, timestamp) and a price-history service to resolve outcomes. The hard parts are X's restricted and expensive API access, the messy accuracy of call extraction, and getting clean historical price data. A solo builder can do this, but it needs data-engineering and NLP-evaluation skill plus budget for API access.
Competitors
Other products that read as similar to this one : 673 launches clear the similarity bar, closest 8 shown.
Attention rank: #203 of 674 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 376 days after the earliest competitor.
- Crypto Signals Buy/sell Alerts · ph · 2026-10-13 · 1 upvotes · similarity 0.63
- Trade Replayer · ph · 2026-11-01 · 2 upvotes · similarity 0.57
- Crypto Tracking Widget · ph · 2026-10-26 · 1 upvotes · similarity 0.56
- GMAX V1 · ph · 2026-10-11 · 1 upvotes · similarity 0.55
- Bullstar Signals · ph · 2026-11-12 · 1 upvotes · similarity 0.54
- CoinPriceAlert · ph · 2026-09-26 · 2 upvotes · similarity 0.54
- Crypto Battlefield · ph · 2026-11-11 · 1 upvotes · similarity 0.53
- FxPremiere.com · ph · 2026-11-03 · 1 upvotes · similarity 0.53
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.