Market Research / ETFs
Every spot ETF, and the net flows behind it
Monitor digital asset and traditional ETFs in a single view. Track daily net creation and redemption flows, sponsor AUM expansion, underlying reserve holdings, and premium or discount spreads in real time.
Down to the fund
Open any fund for what it holds, what it charges, what was created or redeemed that day, and where it trades against its own NAV. The full record behind a row in a table, on the surface you found the row on.
- Creations and redemptions
Daily net flow per fund and for the complex
- Reconciled to issuer
The total is the sum of its parts, always
- Full history
Every session since launch, not just this week
Benchmark a fund against anything, not just its underlying
A fund competes for an allocation with everything else that could hold it. Put it on one rebased axis beside the spot asset it wraps, an equity index and the metal it is pitched against, and the comparison is a measurement rather than two charts held side by side.
- Four asset classes, one axis
A spot fund, the asset it holds, an equity index and gold on the same rebased scale
- One window, one base
Rebase every series to the start of the window, so a 40% move and a 4% move are read against each other rather than against their own axes
- The instrument named beside the move
Each row says what it IS, a fund, an asset, an index or a metal, with its annualised volatility beside the return it produced
Net flow velocity and capital intake
Net flow into the complex, one bar a session, with the issuers behind the newest bar ranked beside it. Outflow days are drawn at the same weight as inflow days, because a series that only showed the money arriving would be a marketing chart rather than a record.
- Daily and cumulative flow
Measure net capital intake per fund on daily, weekly, and post-launch timeframes
- Sponsor net flow share
Rank sponsors by share of total market inflows over any historical window
- Creation and redemption velocity
Monitor primary market activity to spot institutional positioning shifts
Reserve composition and portfolio holdings
Audit what sits behind the wrapper. The spot crypto funds are one shelf of a far larger complex, and reading a fund by what it actually holds is what sets a spot product against the market it competes with for an allocation.
- Reserve asset breakdown
Deconstruct fund assets into spot holdings, short-term Treasuries, and cash equivalents
- Custodian reliance mapping
Identify custodian concentration and vault distribution behind each sponsor
- Holdings across the complex
Read equity, commodity, gold and digital asset funds on identical rows
The ETF complex, fully covered
- Real-time flow updates
- Daily
- Full flow history
- Since launch
- Multi-asset coverage
- Crypto + TradFi
Institutional teams rely on Seerian for complete breadth across spot digital asset ETFs and traditional fund products, normalised into one workspace.
Universal fund analysis tools
Apply Seerian’s core research capabilities to any individual fund across the platform using standardized market data inputs.
Fund flow comparison
Chart daily net inflows, cumulative AUM growth, and trading volume across multiple ETF tickers side-by-side on shared axes
Learn more about Fund flow comparisonCross-asset correlation matrix
Measure historical price correlation between spot ETFs, the tokens they hold, and macro index benchmarks
Learn more about Cross-asset correlation matrixFund and sponsor entity graph
Map structural relationships between an ETF, its fund sponsor, custodian wallets, and underlying holdings
Learn more about Fund and sponsor entity graphNAV spread and net flow indicators
Monitor intraday premium and discount spreads, creation and redemption velocity, and sponsor fees in one consolidated dashboard
Learn more about NAV spread and net flow indicatorsCollaborative fund analysis
Document fund research, attach notes to specific net flow spikes or NAV deviations, and discuss positioning with your team alongside live market data.
Discussion and annotation
Notes anchored to the point on the chart they are about
Learn more about Discussion and annotationWatchlist integration
Add high-flow spot ETFs or sponsor baskets to shared team watchlists with a single click
Learn more about Watchlist integrationDashboards
Pin ETF flow leaderboards, sponsor market share charts, or intraday NAV spread tables onto a shared dashboard
Learn more about DashboardsContextual news feed
Stream regulatory filings, sponsor fee adjustments, and verified news impacting the funds you monitor
Learn more about Contextual news feedCustom alert routing
Route threshold notifications for net flow surges, NAV premium or discount spikes, or regulatory updates to Slack, Telegram, Teams, WhatsApp, or PagerDuty
Learn more about Custom alert routingSeera AI prompts
Analyse weekly creation trends, compare sponsor fee structures, or draft internal allocation briefs
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.
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Fourth consecutive day of net creations, and the largest single day since the March high.