Market Research / Spot
Evaluate spot market liquidity across every venue
Rank trading pairs by verified volume and resting order book depth. Ensure sufficient execution capacity across global venues before deploying capital.
Order book depth and volume analysis
Top-line volume figures often obscure true market liquidity. Seerian aligns 24-hour volume directly with resting bid and ask depth, allowing institutions to accurately assess market absorption.
- Ranked by verified volume
Analyze volume across 180+ venues, normalized to a single basis for accurate cross-exchange comparison
- Resting market depth
View actionable liquidity residing within 1% of the mid-price to gauge true execution capacity and estimate slippage
- Granular pair data
Isolate liquidity metrics per pair and per venue rather than relying on broad exchange-level aggregates
Unified market screening
Screen the entire spot market universe or filter by specific assets, quote currencies, and trading venues using a standardized data framework.
- Comprehensive pair coverage
Monitor every listed trading pair across all supported centralized and decentralized venues
- Advanced filtering
Segment market data by asset, quote currency, venue, or minimum volume thresholds to isolate relevant liquidity
- Asset-level aggregation
Consolidate global volume for an individual asset across all active trading pairs and venues into a single metric
Cross-venue pair comparison
Map identical trading pairs from different venues onto shared axes to identify price discrepancies, volume shifts, and spread variations.
- Standardized charting
Compare price action for the exact same pair across multiple exchanges on a single, normalized chart
- Spread and basis tracking
Identify real-time pricing inefficiencies and premium variations across fragmented global order books
- Targeted watchlists
Save specific venue pairs to personal or organizational watchlists for continuous market monitoring
Historical spread analysis
Track average bid-ask spreads over custom timeframes to determine the most cost-effective venues for execution routing.
- Spread by venue
Rank every venue carrying the pair by the average spread it has quoted, in basis points rather than in price
- Custom timeframes
Average over 24 hours, 7 days, or 30 days to separate a temporary dislocation from a standing cost
- Routing decisions
Identify where crossing the book costs least before committing order flow to a venue
Order book imbalance
Monitor bid and ask structural imbalances across top-tier exchanges to identify immediate shifts in liquidity concentration.
- Both sides, separately
Resting bid depth and ask depth within 1% of mid, rather than one combined figure that hides which way a book leans
- Skew per venue
How far each book sits from an even split of its own depth, measured against a marked midpoint
- Net across venues
One aggregate reading of which side the market as a whole is carrying, updated as the books move
Counterparty risk and custody distribution
Execution quality is only one half of venue selection. Evaluate how each venue custodies settled assets and monitor how concentrated your exposure has become across them.
- Custody model per venue
Distinguish qualified custodians, exchange-held balances, and non-custodial settlement rather than treating every venue as one risk category
- Concentration by counterparty
Measure what share of total venue exposure sits with any single counterparty, ranked largest first
- Risk-adjusted venue selection
Weigh a venue’s custody profile against the liquidity it offers before committing order flow to it
Institutional spot market coverage
- Exchanges covered
- 180+
- Volume, depth, and spread tracking
- Per pair
- Standardized pricing across every venue
- Normalized
Evaluate volume, depth, and spread at the pair level. All exchange data is normalized to ensure numbers are strictly comparable across fragmented markets.
Universal pair analysis tools
Apply Seerian’s core research capabilities to any individual pair across the platform using standardized market data inputs.
Asset comparison
Chart historical performance and volatility of specific trading pairs side-by-side to evaluate relative strength
Learn more about Asset comparisonCorrelation matrix
Measure historical price correlation between digital assets, equities, and commodities
Learn more about Correlation matrixEntity relationships
Map every record a pair connects to in a visual graph
Learn more about Entity relationshipsMarket indicators
Consolidate market dominance, sentiment indices, and volatility metrics into a single contextual dashboard
Learn more about Market indicatorsCollaborative pair analysis
Document market observations, annotate chart coordinates, and evaluate liquidity conditions directly alongside live spot data.
Discussion and annotation
Notes anchored to the point on the chart they are about
Learn more about Discussion and annotationWatchlist integration
Add high-priority trading pairs to organizational watchlists directly from the market screener
Learn more about Watchlist integrationDashboards
Pin a spread chart or a venue comparison onto a shared dashboard in a click
Learn more about DashboardsContextual news feed
Monitor exchange announcements, listing updates, and verified news impacting your monitored pairs
Learn more about Contextual news feedCustom alert routing
Route threshold notifications for spread widening or volume spikes to Slack, Telegram, Teams, WhatsApp, or PagerDuty
Learn more about Custom alert routingSeera AI prompts
Interrogate live order book data and summarize execution conditions without breaking your core workflow
Learn more about Seera AI promptsTrusted by institutional teams managing digital assets at scale
Discover how top investment firms, funds, and family offices consolidate market intelligence into one workspace.
“Before Seerian, we were paying for separate analytics platforms and manually stitching the data together in internal dashboards. Now, our entire research stack is in one place, natively integrated, and perfectly mapped to our live portfolio. It completely changed how we evaluate our positions.”
“Seeing derivative flows, funding rates, and liquidity levels directly alongside our active wallet positions changed how we manage downside risk. We don’t just look at isolated market data anymore; we see exactly how it impacts our specific holdings in real time.”
“The ability to have our entire analyst team working out of the same shared watchlists and project folders has eliminated the scattered research we used to share over chat. Everyone is finally looking at the same data, at the same time.”
“Before Seerian, we were paying for separate analytics platforms and manually stitching the data together in internal dashboards. Now, our entire research stack is in one place, natively integrated, and perfectly mapped to our live portfolio. It completely changed how we evaluate our positions.”
“Seeing derivative flows, funding rates, and liquidity levels directly alongside our active wallet positions changed how we manage downside risk. We don’t just look at isolated market data anymore; we see exactly how it impacts our specific holdings in real time.”
“The ability to have our entire analyst team working out of the same shared watchlists and project folders has eliminated the scattered research we used to share over chat. Everyone is finally looking at the same data, at the same time.”
Frequently asked questions
Answers to common questions institutional teams ask when evaluating Seerian.
Experience Seerian with your team
Schedule a 30-minute demonstration tailored to your organization's research and portfolio requirements.
Bid depth within 1% is up a third since the open, and the venue is trading at a premium to the offshore books.