How it works

SocialTalkX follows a curated list of news outlets, primary sources, researchers and communities. Every ten minutes it collects what they published, groups posts about the same event into one story, and checks how well each story is backed.

From posts to stories

1. Collect. Feeds and subreddits from the source catalog. Only titles and short excerpts are stored; every story links back to the originals.
2. Group. Posts are compared by meaning, so twenty reports of one event become one story.
3. Extract. A language model lists the specific claims in the posts and picks the story's category. Every claim must quote the post it came from, word for word, or it is discarded. The model never adds facts of its own.
4. Label. The credibility label is computed from who published the story, not decided by the model.
5. Compare with the market. For each coin a story is about, we measure the price move in the hours before and after it first appeared, against that coin's normal hourly volatility.

Categories

Every story gets one topic, so you can follow just the parts of the market you care about.

• Markets Price action, market wraps, liquidations, sentiment
• ETFs & Funds ETF filings, launches, flows, fund products
• Regulation & Legal Laws, regulators, court cases, enforcement, politics
• Hacks & Security Exploits, hacks, scams, frozen funds, vulnerabilities
• Treasuries & Companies Corporate crypto buys, IPOs, earnings, funding, M&A
• Exchanges Exchange listings, products, outages, business news
• Stablecoins & Payments Stablecoins, payments, tokenized cash and funds
• DeFi Lending, DEXs, bridges, DAOs, onchain protocols
• Protocols & Tech Blockchain upgrades, launches, research, wallets
• Prediction Markets Polymarket, Kalshi, event contracts and their odds
• AI & Tech AI models and companies, big tech, chips
• Macro Rates, inflation, central banks, geopolitics, oil
• Other Anything that fits none of the above

Credibility labels

Confirmed

A primary source, on-chain data or several independent outlets back it.

Unverified

Reported by an established outlet or several sources, not confirmed at the source.

Contradicted

A source at least as trusted as its reporters disputes it.

Rumor

A single lightly trusted source, or only community posts.

Insufficient evidence

No specific claim could be tied to a quote.

Outlets that belong together, such as a newspaper and its reporters, count as one source. Aggregators, community forums and trading personalities never count as independent confirmation.

What this is not

SocialTalkX summarises what public sources report and how markets moved around it. It is information, not financial advice. Labels describe how a report is sourced, not whether an asset is a good investment.