How does Seerian compare to DefiLlama, CoinGecko, Nansen, or Arkham?

Seerian aggregates and normalizes feeds from these providers and underlying indexers into one primary surface. Your team works across the coverage each provider makes available, alongside real-time cross-asset correlation and collaborative research tools, with refresh cadence varying by source. By consolidating these datasets natively, Seerian eliminates the operational friction and context switching of navigating disparate platforms, allowing analysts to focus entirely on execution.

How is your data sourced and refreshed?

We aggregate from premium providers including Nansen, Arkham, CoinGlass, Dune, DefiLlama, CryptoRank, StakingRewards, Etherscan, DeBank, CoinGecko, CoinMarketCap, DEX Screener, and X. Refresh cadence varies by source and is detailed in our data documentation, provided during onboarding.

How do I export data out of Seerian?

CSV export is available across every table in the product today: screeners, portfolio views, watchlists, and research data. A dedicated REST API for enterprise customers is available on request.

How do exchange and wallet connections work?

Seerian uses read-only API keys and public wallet addresses. We never have withdrawal or trading permissions.

What is your security posture?

Passkeys, 2FA, and read-only exchange integrations, with role-based access and SSO on Enterprise. Our primary infrastructure is hosted in the EU, with authentication processed in the United States, and data is encrypted in transit and at rest. Our controls are aligned with the SOC 2 framework and an independent SOC 2 Type II audit is in progress. A full security overview, including our vendor subprocessors, is available on request.

Can we onboard our whole team?

Yes. Seerian is built for organizations: roles, workspaces, shared research, org-level billing, and SSO are all included in enterprise plans.

Market Research / Pools

Monitor liquidity pools and standardized yield metrics across chains

Evaluate liquidity depth, gross fee generation, impermanent loss, and incentive emissions across decentralized venues. Benchmark true net yield on standardized, like-for-like terms.

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Standardized yield methodology

Normalize yield calculations across protocols with varying reward schedules, lockup requirements, and auto-compounding mechanisms.

Base fee vs. emission yield
Isolate organic trading fee APY from temporary token incentive distributions
Compound frequency adjustment
Normalize daily APY and annualized percentage yield across distinct protocol compounding models
Real yield calculation
Deduct token inflation and impermanent loss to measure net realized return

Comparative liquidity pool analysis

Compare pools side-by-side across protocols and execution venues to identify yield dislocations and capital concentration risk.

Cross-venue yield benchmarking
Compare USDC/ETH or WBTC/ETH pools across Uniswap, Aerodrome, Curve, and Balancer
Liquidity depth profiling
Analyze tick-level liquidity density and slippage impact for large institutional orders
Pool turnover ratio
Track 24-hour volume relative to TVL to evaluate capital efficiency

USDC Vaults7D30D90D1Y

10%10%4%

Pool	USDCAave	USDCMorpho	USDCCap	USDCMaple
Asset	USDC	USDC	USDC	USDC
Protocol	Aave	Morpho	Cap	Maple
Supply APY	4.8%	5.4%	6.9%	8.2%
Mean APY	4.6%	5.4%	6.9%	8.3%
Supplied	$312.0M	$184.5M	$61.2M	$96.8M
Utilisation	82%	88%	71%	94%

Liquidity positions and net yield

Measure actual position performance after accounting for trading fees, token emissions, and impermanent loss.

Impermanent loss tracking
Monitor active position divergence loss against static hold benchmarks
Net position return
Calculate real PnL combining fee accrual, asset rebalancing, and gas execution costs
Out-of-range alerts
Track concentrated liquidity price ticks to detect non-performing capital

Dollar-denominated yield projections

Project forward cash flows in USD terms based on historical volume velocity and emission decay curves.

USD cash flow modeling
Translate floating APYs into dollar-denominated revenue projections over 30, 90, and 365-day horizons
Incentive decay schedules
Account for scheduled emission reductions and governance vote shifts
Stress-tested yield scenarios
Model yield drawdowns during low-volatility and declining volume regimes

Risk-adjusted yield and protocol security

Evaluate pool returns against underlying smart contract risk, collateral quality, and administrative controls.

Sharpe and Sortino pool ranking
Rank liquidity pools by return volatility relative to drawdown risk
Smart contract audit status
View verified audit coverage, bug bounty pools, and protocol contract age
Pool imbalance monitoring
Detect pool asset skew and single-sided withdrawal strain in real time

Comprehensive multi-chain pool coverage

Blockchains: 400+
Liquidity pools: 120,000+
DeFi protocols: 7,000+

Institutional teams rely on Seerian for complete breadth across concentrated and full-range liquidity pools normalized into one workspace.

Request a demo Explore solutions

Universal pool analysis tools

Apply Seerian’s core research capabilities to any individual pool across the platform using standardized market data inputs.

USDC Vaults7D30D90D1Y

10%10%4%

Pool	USDCAave	USDCMorpho	USDCCap	USDCMaple
Asset	USDC	USDC	USDC	USDC
Protocol	Aave	Morpho	Cap	Maple
Supply APY	4.8%	5.4%	6.9%	8.2%
Mean APY	4.6%	5.4%	6.9%	8.3%
Supplied	$312.0M	$184.5M	$61.2M	$96.8M
Utilisation	82%	88%	71%	94%

Pool comparison

Chart TVL, trading volume, and net APY across multiple pools side-by-side on shared axes

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Yield correlation matrix

Measure historical correlation between pool APYs, token pair volatility, and broader market regimes

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Pool and protocol entity graph

Map structural relationships between a liquidity pool, its underlying token pairs, parent protocol, and chain deployment

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Pool yield and spread indicators

Monitor net APY spreads, historical yield volatility, impermanent loss impact, and fee-to-TVL efficiency ratios in one dashboard

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Collaborative liquidity analysis

Document yield observations, annotate utilization shifts directly on the chart, and discuss pool risk with your team alongside live protocol data.

Discussion and annotation

Document yield research, attach notes to specific liquidity pool coordinates, and discuss position risk alongside live market data

Learn more

Watchlist integration

Add high-yield or core liquidity pools to shared team watchlists with a single click

Learn more

Custom dashboard pinning

Pin pool yield leaderboards, impermanent loss calculators, or cross-venue APY comparison charts directly to team dashboards

Learn more

Aerodrome@aerodromefi

Aerodrome pools crossed $1.4B in TVL this week, with the ETH/USDC pair taking the largest share of emissions.

8/20/2026, 2:47:33 PM

Pendle@pendle_fi

Fixed yield on the stETH pool is quoting 9.1% into December, the widest spread to variable since June.

8/19/2026, 10:12:58 AM

DefiLlama@DefiLlama

Stablecoin pool depth is at a twelve-month high across the top five venues, and the largest pools are holding within 20bps of balance.

8/18/2026, 4:29:41 PM

Contextual news feed

Stream pool incentive updates, gauge vote results, and verified protocol announcements impacting your monitored pools

Learn more

Custom alert routing

Route threshold notifications for out-of-range liquidity, APY drawdowns, or pool TVL shifts to Slack, Telegram, Teams, WhatsApp, or PagerDuty

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Seera AI prompts

Analyze pool fee efficiency, model impermanent loss scenarios, or draft internal LP allocation briefs

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Trusted by institutional teams managing digital assets at scale

Discover how top investment firms, funds, and family offices consolidate market intelligence into one workspace.

Book a demo

“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

Managing PartnerCrypto Fund

Portfolio ManagerProprietary Trading Firm

Head of ResearchInstitutional Investment Firm

Frequently asked questions

Answers to common questions institutional teams ask when evaluating Seerian.

: Seerian aggregates and normalizes feeds from these providers and underlying indexers into one primary surface. Your team works across the coverage each provider makes available, alongside real-time cross-asset correlation and collaborative research tools, with refresh cadence varying by source. By consolidating these datasets natively, Seerian eliminates the operational friction and context switching of navigating disparate platforms, allowing analysts to focus entirely on execution.
: We aggregate from premium providers including Nansen, Arkham, CoinGlass, Dune, DefiLlama, CryptoRank, StakingRewards, Etherscan, DeBank, CoinGecko, CoinMarketCap, DEX Screener, and X. Refresh cadence varies by source and is detailed in our data documentation, provided during onboarding.
: CSV export is available across every table in the product today: screeners, portfolio views, watchlists, and research data. A dedicated REST API for enterprise customers is available on request.
: Seerian uses read-only API keys and public wallet addresses. We never have withdrawal or trading permissions.
: Passkeys, 2FA, and read-only exchange integrations, with role-based access and SSO on Enterprise. Our primary infrastructure is hosted in the EU, with authentication processed in the United States, and data is encrypted in transit and at rest. Our controls are aligned with the SOC 2 framework and an independent SOC 2 Type II audit is in progress. A full security overview, including our vendor subprocessors, is available on request.
: Yes. Seerian is built for organizations: roles, workspaces, shared research, org-level billing, and SSO are all included in enterprise plans.

Experience Seerian with your team

Schedule a 30-minute demonstration tailored to your organization's research and portfolio requirements.

Request a demo