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Build a GTM brain, put it to work.

Swan connects your systems of record into one context engine, then puts agents to work on it: finding signals, researching accounts and drafting outreach you approve.

  • Free 14-day trial
  • Live within an hour
  • No credit card required

Trusted by revenue teams at

  • Kibo
  • Venn
  • Modulate
  • Guardz
  • Finout
  • Mastra
  • Findigs
  • Utila
  • Reflectiz
  • QA Wolf

Trusted by revenue teams at

  • Kibo
  • Venn
  • Modulate
  • Guardz
  • Finout
  • Mastra
  • Findigs
  • Utila
  • Reflectiz
  • QA Wolf

An agentic revenue engine, tailored to how you go to market.

swan
James

Swan Signal

James (CFO) left Novara Labs.

LinkedIn
isclosed-lost.AnewCFOcouldreopenit.
Finding previous deal…Found previous deal
Budget blocked the deal..Champion:.
Finding the new CFO…Found new CFO
joinedasCFO2 weeks ago.
Finding a warm connection…Found a warm connection
Previouslyat,a customer.maybeawayin.
AskPriyaforanintroduction.ReconnectwithDana.Overto
swan · now
Novara Labs is warm again
The CFO who killed the ’23 deal is out.
Connect with Marta, the new CFO
Warm re-open with Dana
Re-entry brief: everything since 2023

Nov 2023 · Novara Labs

The conversation we kept.

“No budget for this right now.”James · CFO

Dana saw the value. Budget was the blocker, not fit. Revisit when priorities change.

swan brain Company

N

Novara Labs

Company record

Closed-lost

Last outcome
Closed-lost · Nov ’23
Reason
Budget
Champion
Dana
Account owner
David

NotesNov ’23 · Evaluation stalled on budget, not fit. Dana was the internal champion.

swan brain Contact

James

Former CFO · Novara Labs

Left company

Last conversation
Nov ’23
Decision
No budget

NotesNov ’23 · Made the call on the ’23 deal. Today · Left Novara Labs (LinkedIn).

swan brain Contact

Dana

RevOps · Novara Labs

Champion

Relationship
Champion · ’23
Last touch
Nov ’23 call

NotesNov ’23 · Pushed for the evaluation internally. No contact since.

swan brain Contact

Marta Voss

CFO · Novara Labs

New in role

Started
2 weeks ago
Previously
VP Finance · Brightline
Source
LinkedIn

NotesToday · Joined Novara Labs as CFO. VP Finance at Brightline ’21–’24.

swan brain Company

B

Brightline

Company record

Customer

Customer since
Mar ’22
Champion
Priya Shah
Plan
Enterprise

NotesMar ’22 · Signed after a Q1 pilot. Renewed ’23 and ’24.

swan brain Contact

P

Priya Shah

Head of RevOps · Brightline

Champion

Relationship
Champion · since ’22
At Brightline
’20–present

NotesMar ’22 · Ran the pilot and the rollout. Quarterly check-ins since.

swan brain Contact

David

Account executive · Your team

Account owner

Owns the account
Since August
Source
HubSpot

NotesAug · Took over Novara Labs from the closed-lost pool.

swan

Demo requested by Alder Works.

HubSpot
looksfamiliar.Letmecheckthelastconversation.
Finding company…Found company
Nora LaneleadsRevOpsat.Already in the CRM.
Finding previous evaluation…Found previous evaluation
Thelastevaluationpausedoverbudget and timing.Noraaskedtoreconnectaftertheteam'srollout.Previous evaluation notes.
Finding account owner…Found account owner
Maya Chenrantheearlierevaluation.Keep the same rep,withMaya'sbookinglinkready.
Pickuptheconversation,withthesamerep.OvertoMaya
Gmail
From
Maya Chen
To
Nora Lane · Alder Works

Good to hear from you, Nora

Hi Nora, good to hear from you again. We paused around budget and timing last time. Hope the rollout went well.

Let's pick up where we left off. Here's my calendar so we can find a time.

Book time with Maya

swan

Help me find a way into Northwind.

I’llfindawarmwayintoandmapthebuyingteam.
Looking for buying signals…Found buying signal
Marcus BellsharedaHubSpot rolloutupdate.Northwindisstandardizingleadroutingacrossitssalesteam.
Finding a warm way in…Found warm connection
Dana ParkworkedwithMarcusatBrimstone.Ask Dana for an introductionandleadwithreducingmanualhandoffs.
Mapping the buying committee…Mapped buying committee
Marcus BellownsRevOps.Elena RuizsponsorsSalesinitiatives.Nora ChenreviewsITaccess.Start with Marcus, then involve Elena and Nora.
Youraccountplanisready.
northwind-account-plan.html
swan

Northstar’s evaluation call ended.

Gong
isreadytomoveforward.Securityreviewisthelastblocker.
Reading the callFound blocker
Jamie Chenneedsthesecurityoverviewanddataprocessingtermsbeforetheirteamcanapprove.
Finding security docsFound security docs
FoundSecurity overview.pdfandData processing terms.pdfintheapprovedcustomerdocumentsfolder.
Checking next stepsConfirmed next step
Dealnote:sendbothdocuments,thenproposeareviewwithJamieonThursdayat2p.m.ET.
Sendthedocs.ProposeThursday’sreview.OvertoAlex
Gmail
From
Alex Rivera
To
Jamie Chen · Northstar

Next steps for Northstar

Hi Jamie — attached are the security overview and data processing terms you asked for.

Would Thursday at 2 p.m. ET work to review any questions with your security team?

Security overview.pdf
Data processing terms.pdf
swan

Webhook · New signup

Alex Kim signed up at Brightline.

Anewsignupat.Isthisanewteam?
Identifying the new user…Found Customer Success role
Alex KimisHead of Customer Success at Brightline.Theirsignupemailmatchesthecustomer’scompanydomain.
Checking the existing customer…Confirmed a new team
Brightline’scurrentagreementcoversSales only.CustomerSuccessisanewteam,withnoexistingopportunity.
Opening an expansion opportunity…Created expansion opportunity
CreatedBrightline · Customer Success expansioninHubSpot,assignedtoaccountownerMaya Chen.Stage:Discovery.AddedAlex’ssignupandrole.
OpenedtheopportunityandnotifiedMayainSlack.
swan · now
Expansion at Brightline
@Maya Chen Alex from Customer Success signed up. Brightline’s plan covers Sales only.

I opened an expansion opportunity for you.

Turn systems of record into autonomous systems of action.

Keep the stack you already have. Swan sits between the systems you record in and the tools you act with: one context engine that reads your CRM, warehouse and inbox, and works through the channels you already run.

Systems of record

CRMSalesforceHubSpot
WarehouseSnowflakeAirtable
Inbox & calendarGmailGoogle Calendar
ConversationsSlackGongIntercom
Product usageSegmentAmplitudePostHog
Swan

Systems of action

Sales engagementOutreachApolloClay
AdsGoogle AdsMeta
Email & LinkedInLinkedInBrevoMailchimp
MeetingsCalendlyZoom
AutomationZapierMaken8n

Turn your wildest GTM ideas into revenue.

Three layers that work as one: a brain that remembers everything, agents that act on it, and apps your team actually opens.

  • 01 · GTM brain

    Memory for every account

    A live graph of every deal, contact and conversation, so every answer starts with full context.

  • 02 · Agents

    Workers that never sleep

    Autonomous processes that research, qualify, draft and route, all inside guardrails you set.

  • 03 · Apps

    Where your team says yes

    Inbox-style views in Slack and the browser to review, approve and steer agent work.

Every data source. One bill. Zero tabs.

Waterfall across 40+ providers for emails, phones, technographics, intent and funding. Swan picks the best source per field and only charges when it finds something.

  • Find email: Apollo, Hunter, Prospeo, Dropcontact, Findymail, LeadMagic, Icypeas, Datagma, Snov.io, ZeroBounce
  • Find phone: Lusha, Kaspr, Cognism, ContactOut, RocketReach, ZoomInfo, Wiza
  • Find funding: Crunchbase, PitchBook, Dealroom, Harmonic, PredictLeads
  • Find tech stack: BuiltWith, Wappalyzer, HG Insights, TheirStack, StackShare
  • Find intent: Bombora, G2, 6sense, TrustRadius, Demandbase, Common Room
  • Find company data: Clearbit, Crunchbase, PitchBook, Harmonic, Ocean.io, People Data Labs, Owler, Dealroom, Diffbot
  • Find job openings: LinkedIn, Indeed, PredictLeads, TheirStack, Coresignal, Glassdoor, Greenhouse, Lever, Wellfound, Adzuna
  • Identify website visitors: RB2B, Warmly, Clearbit, LeadMagic
  • Enrich person: People Data Labs, Apollo, Coresignal, ContactOut, RocketReach, Lusha, Cognism, ZoomInfo
  • Verify email: ZeroBounce, Hunter, Findymail, Icypeas, Snov.io, Dropcontact
  • Find web traffic: Similarweb, BuiltWith, Datanyze
  • Find lookalike companies: Ocean.io, Harmonic, Diffbot, Owler, 6sense, Demandbase, Clearbit

Proof, not activity metrics.

  • >50%

    of pipeline influenced by Swan, with speed to lead down from seven hours to five minutes.

    FinoutBrian Hernandez, GTM Engineer
  • 10 hrs

    of Sales Ops time saved every week, with 60% of recurring GTM requests self-served.

    ReflectizDina Shkolnik, Sales Operations

Questions? Answered.

Can't find what you need? Ask Swan below. It's grounded in our docs, or talk to a human.

Talk to the team
What is Swan?

Give Swan a goal in plain language. It can research accounts, find and enrich contacts, build email and LinkedIn sequences, and work in your CRM. Set up triggers to keep that work running when a signal arrives.

What swan is ↗
Does Swan work with my existing tools?

Swan connects to tools including HubSpot, Salesforce, Slack, and your email and LinkedIn accounts. For tools outside the catalog, you can connect a custom MCP server or have Swan call an API using a securely stored key.

Integrations catalog ↗
Do I approve outreach before it goes out?

Yes, by default. You can review, edit, approve, or reject a contact’s sequence in the app or Slack. Approval covers every step for that contact. Swan only skips that review when you explicitly instruct it to send a sequence automatically.

Approvals for outreach ↗
Do I need to connect a CRM to get started?

No. Swan keeps its own company and contact records, so you can research, prospect, enrich, and run outreach without a CRM. Connecting one adds the supported sync and activity logging for your team’s existing records.

swan and your CRM ↗
Can I try it before connecting my inbox?

Yes. Research, prospecting, enrichment, and sequence drafting all work without a connected inbox. You only need to connect an inbox when you’re ready to send outreach.

Getting started ↗

Grounded in the Swan docs. Browse the docs ↗

Your GTM team, at the speed of thought.

Step 1 of 2

See Swan in action.

A 30-minute call with our team. Start with your work email.