Research principles
How Altcoin Chasers HQ researches a token
Altcoin Chasers HQ combines third-party market, on-chain, social, prediction-market, and perpetuals data around one exact chain and contract. Acai, the AI analyst inside the HQ, explains that evidence with its sources and timestamps. This page explains where the data comes from, how fresh it is, what each signal means, and what it can't tell you.
Last updated: November 2, 2026
Why exact chain and contract come first
Tickers are not unique, and copycat tokens reuse names. Every token check starts with an exact network and contract address, and results report the network and contract they used. If a contract cannot be resolved on the requested chain, the HQ says so instead of guessing.
Where the data comes from
| Data type | Source | Notes |
|---|---|---|
| Token security | GMGN token-security data | Cached. API chains: Solana, BNB Chain, Base, Ethereum, and Robinhood Chain. |
| Forensics chain coverage | Provider varies by evidence type | Exact-contract Forensics supports Solana, Ethereum, Base, Arbitrum, Optimism, Polygon, BNB Chain, Avalanche, and Robinhood Chain. Coverage varies by data source. |
| Prediction markets | Polymarket Gamma public market data | Cached crypto-related market data; results can be incomplete or change. |
| Perpetuals | Hyperliquid public read-only market data | Market context, not an instruction to trade. |
| ETH levels | Binance public ETH/USDT daily candles | Realized volatility and 30-day swing levels. |
| Equity activity proxies | Yahoo Finance chart data | Price and volume proxies for MSTR, COIN, CRCL, HOOD, and NVDA—not order flow or sentiment. |
| Market sentiment and regime | Altcoin Chasers HQ aggregation | Rule-based confidence from listed inputs; each response lists its inputs and an as-of time. |
| AI analysis (Acai) | Large language model providers | Token queries go to data providers without the member's identity. |
Altcoin Chasers HQ is independent and is not affiliated with or endorsed by the providers listed here. Supported chains and evidence vary by tool and source.
How often data refreshes
| Data or workflow | Freshness |
|---|---|
| Forensics and token comparison | Run live on request. Identical requests within five minutes reuse the same result. |
| Token security | Cached. |
| Alpha Launch feed | Live discovery; only verified launches younger than 120 minutes qualify. |
| Alpha Surge and Smart Rotation | Cached board data. |
| Market-sentiment history | Sampled hourly and kept for 30 days; the history is not backfilled. |
| Market sentiment, regime, prediction markets, and perps | Cached snapshots, each with an as-of timestamp. |
| Acai Daily picks | Built each America/New_York day from saved exact-contract snapshots. |
| Acai's Breakdown | Published daily, scheduled for 9 a.m. Eastern Time. |
Every result shows its as-of time; if a source is unavailable or partial, the result says so. Social catalysts include their date.
How Acai builds an answer
- You provide a token, ideally with its exact chain and contract. Acai resolves it and confirms the network.
- The HQ requests relevant evidence, such as security, holders, flows, launch patterns, wallet activity, social, or market context.
- Acai summarizes observed evidence separately from interpretation and notes missing or partial inputs.
- Acai describes evidence and risk, not buy or sell advice, and does not predict price.
What each signal means
| Signal | What it means | What it does not mean |
|---|---|---|
| Rug-risk flags | Contract or liquidity conditions associated with rug-pull risk, such as owner controls or liquidity that is not locked or burned. | Proof that a team will rug; an asset without flags is not necessarily safe. |
| Honeypot check | Code or transaction behavior that could prevent selling, plus buy/sell taxes where simulation data exists. | A guarantee that selling will always work; contracts and conditions can change. |
| Holder concentration | Share of supply held by top wallets, with known exchange and contract addresses separated where labels exist. | Proof of insider control; a holder can be an exchange, contract, or lock address. |
| Bundle or sniper patterns | Early buys in the same block or time window, or wallets with a common funding source. | Proof that wallets share an owner. These patterns are evidence, not proof. |
| Smart-money activity | Buys and sells by wallets labeled by an available provider. | A recommendation to copy a wallet; labels can be wrong, early, or stale. |
| KOL wallet activity | Activity linked to wallets associated with public crypto influencers. | Proof of intent or certainty about a wallet's identity. |
| Social catalysts | Dated posts, news, or events associated with a token. | Proof that a catalyst caused a market move. |
Limits to keep in mind
- Wallet and entity labels come from providers and can be wrong or out of date.
- Bundle and sniper patterns are evidence of transaction behavior, not proof of common ownership.
- Data can be delayed, incomplete, or incorrect, and providers can have outages.
- Supported chains differ by tool and data source.
- AI summaries can contain mistakes; check the cited source for anything important.
- Nothing in the HQ predicts price, and no check can make a token safe. The HQ does not publish performance claims for Acai.
- Research only, not financial, legal, tax, or investment advice.
Changes to this methodology
We update this page when a data source or method changes.
- : first published.
Methodology FAQ
Where does Altcoin Chasers HQ get its data?
The HQ combines third-party market, on-chain, social, prediction-market, and perpetuals data around an exact network and contract. The source table lists the providers that are confirmed for public disclosure; coverage varies by tool.
How fresh is the research?
Freshness depends on the tool and source. Forensics runs live on request, identical requests within five minutes may reuse the same result, and saved views report their own as-of times.
Does a bundle or sniper pattern prove common ownership?
No. It describes transaction timing or funding patterns that may be consistent with coordinated early buying. It does not prove that wallets share an owner.
Can Altcoin Chasers HQ tell me if a token will go up?
No. It describes evidence and risks; nothing in it predicts price.
Research only, not financial advice.
Spotted something out of date? Email hello@altcoinchasershq.app and we'll fix it.