Data Marketplace

Vendor-licensed data integrations for news, fundamentals, on-chain, and alternative data

Vision

ClyptQ’s Data Marketplace brings third-party data directly into the operator framework. Instead of writing custom data pipelines, builders access vendor data as standard FIELD inputs — the same way they access OHLCV data today.

Data is either provided by ClyptQ (pre-licensed and included in the platform) or purchased by builders through vendor licensing agreements brokered by ClyptQ.

Licensing Model

ClyptQ-Provided Data

Data that ClyptQ licenses in bulk and provides to all users:

Category	Examples	Access
Crypto OHLCV	Binance, Bybit, Gate.io, OKX, Coinbase, Kraken, Aster	Included (current)
Crypto on-chain (basic)	Exchange flows, TVL, network metrics	Included (planned)
Economic calendar	FOMC, CPI, NFP, GDP releases	Included (planned)
Funding rates	Perpetual contract funding rates	Included (planned)

Vendor-Licensed Data

Data accessed through ClyptQ’s licensing partnerships with vendors:

Builder → ClyptQ → Vendor
         ↕ License Agreement ↕
     (usage-based or subscription)

How it works:

1. ClyptQ negotiates redistribution licenses with data vendors
2. Builders subscribe to datasets through the ClyptQ marketplace
3. Data is delivered as standard FIELD inputs — no custom integration
4. Billing is either per-use (API calls) or monthly subscription
5. Vendors receive revenue share based on usage

Pricing tiers:

Tier	Data Access	Target
Free	Crypto OHLCV, basic on-chain, economic calendar	All users
Pro	News feeds, fundamental data, advanced on-chain	Individual builders
Enterprise	Bloomberg, Refinitiv, satellite, premium alternative	Institutional

Vendor Integration Requirements

For a vendor to be listed on the ClyptQ marketplace:

1. API availability — REST or WebSocket API with documented endpoints
2. Historical data — Minimum 1 year of backfillable history for backtesting
3. Licensing terms — Redistribution rights for ClyptQ platform usage
4. Data format — Convertible to TaggedArray (numeric values with symbol alignment)
5. Update frequency — Defined update schedule (real-time, hourly, daily)

Data Categories

News & Sentiment

Real-time and historical news with structured metadata for event-driven strategies.

Vendor	Data Type	Delivery
Benzinga	Financial news, analyst ratings, earnings, dividends	Real-time streaming + historical backfill
RavenPack	NLP sentiment scores from 40,000+ sources. 7,000+ event categories	Real-time + historical
Aylien	Entity extraction, sentiment, topic classification from 80,000+ sources	Real-time + historical
NewsAPI	Aggregated news from 80,000+ sources	Real-time + historical

FIELD integration:

# News sentiment as FIELD input
Input("FIELD:benzinga:news:sentiment", "1h", lookback=24)
Input("FIELD:ravenpack:news:event_score", "1m", lookback=60)

Fundamental Data

Financial statements, ratios, and corporate actions for equity strategies.

Vendor	Coverage	Key Data
SimFin	US + Global, 20+ years	Income, balance sheet, cash flow. Free tier
Financial Modeling Prep	70,000+ securities	SEC-sourced fundamentals. Free tier
Intrinio	US + Global, 50+ years	Financial statements, corporate actions, ESG
Morningstar	US + Global	Fund ratings, equity research, standardized financials
SEC EDGAR	US	Official filings (10-K, 10-Q, 8-K). XBRL-tagged. Free
S&P Capital IQ	Global (Enterprise)	M&A, credit analytics, industry classifications
FactSet	Global (Enterprise)	Portfolio analytics, risk models, quant APIs
Refinitiv / LSEG	Global (Enterprise)	Machine-readable news, tick data, fundamentals

FIELD integration:

# Fundamental data as FIELD input (daily resolution)
Input("FIELD:simfin:fundamentals:pe_ratio", "1d", lookback=252)
Input("FIELD:fmp:fundamentals:revenue_growth", "1d", lookback=4)

Crypto On-Chain Data

Blockchain-native analytics for crypto strategies.

Vendor	Focus	Key Metrics
Glassnode	BTC/ETH on-chain	800+ metrics: exchange flows, UTXO, SOPR, realized cap, hash rate
CryptoQuant	Exchange flows	Inflows/outflows, miner pressure, stablecoin reserves, derivatives positioning
Nansen	Wallet intelligence	500M+ labeled wallets. Smart Money tracking. Multi-chain
Santiment	Social + on-chain	Crowd sentiment, dev activity, social volume + on-chain combined
Token Terminal	Protocol fundamentals	Revenue, fees, TVL, earnings per protocol
DefiLlama	DeFi TVL	All DeFi protocols/chains. Yields, stablecoins. Free open API
Coin Metrics	Network data	Hashrate, fees, supply, addresses. Community API (free)
Flipside Crypto	Enterprise analytics	7 trillion rows. SQL-based. LiveQuery API

FIELD integration:

# On-chain data as FIELD input
Input("FIELD:glassnode:onchain:exchange_inflow", "1h", lookback=24)
Input("FIELD:cryptoquant:onchain:funding_rate", "8h", lookback=3)
Input("FIELD:defillama:defi:tvl", "1d", lookback=30)

Alternative Data

Non-traditional data sources for alpha generation.

Category	Vendors	Examples
Social sentiment	StockTwits, LunarCrush, Quiver Quantitative	Reddit/Twitter volume, Congressional trades, meme scores
Web traffic	SimilarWeb, Thinknum	Website visits, app downloads, job postings, store count
Consumer spending	Second Measure, Earnest Research	Credit card transaction data, real-time revenue estimates
Satellite imagery	Orbital Insight, RS Metrics, SpaceKnow	Parking lot counts, oil tank levels, manufacturing activity
NLP signals	Brain, ExtractAlpha	SEC filing sentiment, ML stock rankings, pre-validated signals

FIELD integration:

# Alternative data as FIELD input
Input("FIELD:lunarcrush:social:galaxy_score", "1h", lookback=24)
Input("FIELD:quiver:alternative:congress_trades", "1d", lookback=30)

Macro & Economic Data

Macroeconomic indicators for regime detection and macro-overlay strategies.

Vendor	Coverage	Key Data
FRED (St. Louis Fed)	US macro	GDP, CPI, unemployment, interest rates, M2. Free API
EOD Historical Data	Global macro	Economic events, macro indicators, dividend/earnings calendars
Nasdaq Data Link (Quandl)	Multi-source	Millions of time-series from 400+ sources. Institutional-grade
World Bank	Global	Development indicators, GDP, trade. Free

FIELD integration:

# Macro data as FIELD input (low frequency)
Input("FIELD:fred:macro:fed_funds_rate", "1d", lookback=252)
Input("FIELD:eodhd:macro:cpi_yoy", "1mo", lookback=12)

Platform Integration

Data as FIELD

All marketplace data follows the same FIELD protocol:

FIELD:{vendor}:{domain}:{field_name}

Examples:

• FIELD:glassnode:onchain:exchange_inflow
• FIELD:benzinga:news:sentiment
• FIELD:simfin:fundamentals:pe_ratio
• FIELD:fred:macro:fed_funds_rate

Observation Specs

Each data category gets its own ObservationSpec:

data = TradingDataSpec(
    symbol_source_map=SymbolSourceMap({
        "binance:futures": ["BTC/USDT", "ETH/USDT"],
    }),
    observations=[
        OHLCVSpec(exchange="binance", market_type="futures", timeframe="1m"),
        # Marketplace data (planned)
        OnChainSpec(vendor="glassnode", metrics=["exchange_inflow", "sopr"]),
        NewsSpec(vendor="benzinga", fields=["sentiment", "volume"]),
        FundamentalSpec(vendor="simfin", fields=["pe_ratio", "revenue_growth"]),
    ],
)

Backtest Compatibility

Marketplace data supports backtesting through historical backfill:

• Daily resolution data (fundamentals, macro): Full historical coverage
• Hourly resolution data (on-chain, news sentiment): 1-3 years historical
• Real-time data (news events, social): Paper/live mode only (ephemeral)

Data that cannot be reliably backfilled is marked ephemeral and follows the same pattern as semantic operators.

Revenue Model

Builder pays $X/month for dataset
    → ClyptQ takes Y% platform fee
    → Vendor receives (100-Y)% revenue share

Role	Value
Vendor	Distribution channel + integration effort handled by ClyptQ
Builder	One-click data access as FIELD inputs. No custom pipelines
ClyptQ	Platform revenue + data moat + builder retention

Timeline

Phase	Data Types	Status
Current	Crypto OHLCV (multiple exchanges)	Live
2025 H2	Funding rates, basic on-chain (Glassnode, CryptoQuant)	In Development
2026 H1	News (Benzinga), fundamentals (SimFin/FMP), macro (FRED)	Planned
2026 H2	Social sentiment, advanced on-chain (Nansen, Dune)	Planned
2027+	Satellite, consumer spending, enterprise (Bloomberg, Refinitiv)	Planned