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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 comparison

Correlation matrix

Measure historical price correlation between digital assets, equities, and commodities

Learn more about Correlation matrix

Entity relationships

Map every record a pair connects to in a visual graph

Learn more about Entity relationships

Market indicators

Consolidate market dominance, sentiment indices, and volatility metrics into a single contextual dashboard

Learn more about Market indicators

Collaborative 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 annotation

Watchlist integration

Add high-priority trading pairs to organizational watchlists directly from the market screener

Learn more about Watchlist integration

Dashboards

Pin a spread chart or a venue comparison onto a shared dashboard in a click

Learn more about Dashboards

Contextual news feed

Monitor exchange announcements, listing updates, and verified news impacting your monitored pairs

Learn more about Contextual news feed

Custom alert routing

Route threshold notifications for spread widening or volume spikes to Slack, Telegram, Teams, WhatsApp, or PagerDuty

Learn more about Custom alert routing

Seera AI prompts

Interrogate live order book data and summarize execution conditions without breaking your core workflow

Learn more about Seera AI prompts

Trusted 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.”

Managing PartnerCrypto Fund

“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.”

Portfolio ManagerProprietary Trading Firm

“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.”

Head of ResearchInstitutional Investment Firm

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.

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