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

We're not a competitor; we're an aggregator. We pull data from those providers (and others) and layer cross-source correlation and a collaborative workspace on top. Teams keep the tools they rely on and use Seerian as the surface where their research actually happens.

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 get 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's your security posture?

SSO, passkeys, 2FA, role-based access, read-only exchange integrations, and EU-hosted infrastructure with encryption in transit and at rest. Our security controls are aligned with the SOC 2 framework, with formal certification planned. 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.

Seera AI

Ask your data anything. Get answers grounded in live market state.

Seera AI is the research analyst that never sleeps. It draws on the data sources connected in Seerian to answer natural language questions about your portfolio, the market, or any entity. Every answer is grounded in live data, not stale training weights.

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Ask from anywhere in the product

Seera is not a page you navigate to. Every table, chart, and position carries an Ask button, so the question you have about the rows in front of you is answered against those rows, without leaving the view you were reading.

The assistant comes to the data

Open Seera on any view and the answer is grounded in what is on screen, with source chips pointing back at the rows that produced it.

Research in plain English, grounded in live data

Ask questions the way you'd ask a colleague. Seera pulls from the modules connected in Seerian and is designed to cite the underlying source and timestamp behind each answer, so you can check the raw data yourself and see when data is missing, stale, or uncertain.

Conversational research

Ask questions in plain English across your connected data modules and get responses that cite the underlying source and timestamp. Drill into any answer to see the raw data behind it.

Grounded in live market state

Every answer is computed against live data, not stale training weights. Follow-ups keep full context so you can keep digging without repeating yourself.

Sources you can check

Responses link to the source and timestamp they drew from, so you can verify the answer before you rely on it, and confirm the underlying data when it matters.

Start fast with a shared prompt library

Kick off from pre-built prompts for common institutional research tasks, then save and share your own across the organization. Parameterize prompts with asset or date variables so one saved question covers every name on your book.

Prompt libraryReusable Seera prompts, shared across the desk.Add prompt

PromptCategoryRunsCreated

Weekly flow briefingPortfolio34Aug 13, 2026

Screen for unusual fundingDerivatives28Aug 13, 2026

Summarise a token’s weekResearch61Aug 12, 2026

Compare two chains on activityOn-chain19Aug 11, 2026

Draft a desk note from a threadResearch42Aug 11, 2026

Explain a price moveMarket77Aug 10, 2026

Check peg health across issuersStablecoins15Aug 09, 2026

Rank sectors by 7d volumeMarket23Aug 08, 2026

Find upcoming unlock cliffsTokenomics31Aug 07, 2026

Trace a wallet clusterOn-chain12Aug 06, 2026

Build a first-pass thesisResearch56Aug 05, 2026

Flag concentration breachesRisk18Aug 04, 2026

Prompt library

Start from pre-built prompts for common research tasks, filed by category with the desk’s own additions beside them.

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Save as promptFrom your last thread, reusable by anyone you share it with.Save prompt

Name

Save and share

Save your own prompts and share them across the organization, so the question that worked once is the one everyone asks next.

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Parameterized prompts

Reuse prompts with asset or date variables, so one saved question covers every name on your book.

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Every conversation, saved and searchable

Nothing gets lost. Every thread is saved and searchable by keyword, shareable with a teammate for collaborative review, pinnable to a project, and exportable as formatted research notes.

Searchable history

Find any past conversation by keyword in seconds, across every thread the desk has run.

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Funding on HYPEThread · 2h agoShare

Why did funding flip positive on HYPE?

Funding flipped positive on Hyperliquid and the Binance basis widened with it, so the move is being paid for in perps rather than spot.

Has that happened before this quarter?

Twice, in June and late July. Both times the basis closed within four days and spot did not follow, which is the pattern this one is tracking so far.

Share with

Wei LingCan commentMarcus TanCan commentJia HuiCan view

Anyone in the organization with the link can viewCopy link

Share a thread

Hand a conversation to a teammate for review, with the same personal and organization scope everything else here carries.

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Pin to a project

Keep key conversations attached to the research they belong to, rather than buried in a chronological list.

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Export threadThe conversation, as a note the desk can file.MarkdownPDFDoc

Thread

What has BlackRock filed this week?

An 8-K on Tuesday morning, confirmed by the press release the same day, with net inflows on-chain the morning after.

Did the redemption terms change?

No. The filing restates them unchanged, which is the line the note below flags for the file.

BlackRock, week of 24 Aug.md

Research note · Seera · 26 Aug 2026

BlackRock filed an 8-K on Tuesday and confirmed it publicly the same morning. On-chain flows turned net positive the day after, with no change to redemption terms.

8-K filed Tuesday 09:12, confirmed by the press release at 09:30.Net inflows on-chain the following morning, first positive week since July.No change to the fund’s stated redemption terms.

SourcesSEC · 8-KBlackRock · PressEthereum · Flows

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Turn any thread into a formatted research note, with the summary, the findings and the citations kept.

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Upcoming: bring Seera to your own AI client

Expose Seerian data to any MCP-compatible AI client and use your preferred LLM interface with Seerian as the data layer. Build custom agentic workflows on live market data, with early access available for enterprise customers.

MCP integration

Expose Seerian data to any MCP-compatible AI client and use your preferred LLM interface with Seerian as the data layer.

Custom agentic workflows

Build agentic workflows on live market data, with early access available for enterprise customers.

Trusted by desks managing digital assets at scale.

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“Seerian has completely transformed how our research team tracks on-chain flows. What used to take hours now takes minutes.”

Marcus HalloranHead of Research, Northwind Digital

“The unified dashboard across exchanges and wallets gives us a single source of truth. Our portfolio managers finally have real-time clarity.”

Sarah VanceCIO, Meridian Peak Capital

“Building earning strategies means constantly researching new protocols, assets, and pools. Seerian puts all of that data in one place, so our team can compare opportunities and move faster than ever.”

Jia Hui TanFounder, Yieldbridge Labs

“Seerian has completely transformed how our research team tracks on-chain flows. What used to take hours now takes minutes.”

Marcus HalloranHead of Research, Northwind Digital

“The unified dashboard across exchanges and wallets gives us a single source of truth. Our portfolio managers finally have real-time clarity.”

Sarah VanceCIO, Meridian Peak Capital

Jia Hui TanFounder, Yieldbridge Labs

Frequently asked questions

Answers to the questions teams ask most when evaluating Seerian.

: We're not a competitor; we're an aggregator. We pull data from those providers (and others) and layer cross-source correlation and a collaborative workspace on top. Teams keep the tools they rely on and use Seerian as the surface where their research actually happens.
: 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.
: SSO, passkeys, 2FA, role-based access, read-only exchange integrations, and EU-hosted infrastructure with encryption in transit and at rest. Our security controls are aligned with the SOC 2 framework, with formal certification planned. 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.

See Seera AI with your team.

Book a 30-minute demo. We'll show you how Seera answers the questions your desk asks every day.

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