USE CASES

Signal-Based Outbound That Reaches Buyers at the Right Moment

Prospects signal buying intent every day. Pricing page visits, job postings, funding announcements, tech stack changes. Swan detects these signals and launches personalized outreach automatically.

Red origami frame with a red origami polyhedron inside, surrounded by beige origami birds on a neutral background.
Red geometric polyhedron with multiple triangular faces on a black background.Red origami lightning bolt on a black background.

Trusted By

The problem

Why Most Teams Miss Buying Signals

 Your prospects tell you when they're ready to buy. The problem is those signals sit in dashboards, spreadsheets, and tools nobody checks until it's too late.

Signals Without Action

Intent data shows who's researching your category. Website analytics show who visited pricing. But turning signals into outreach takes hours of manual work that rarely happens.

Timing Is Everything

 A prospect visits your pricing page today. Your rep reaches out next week. By then they've already talked to three competitors and made a shortlist without you.

 Too Many Tools, No Workflow

Signals live in ten different places. Website analytics, intent providers, LinkedIn, CRM. Stitching them together into outreach requires a full-time GTM engineer.

The solution

 Signal-Based Outbound That Runs Itself

Swan monitors buying signals across every source, qualifies them against your ICP, and launches personalized outreach within minutes. No manual monitoring. No delayed follow-up.

Detects Signals From Every Source

Website behavior, intent data, LinkedIn activity, job postings, funding announcements, tech stack changes. Swan monitors them all and surfaces the ones that matter.

Qualifies Before Acting

Red geometric funnel shape with angular facets on a transparent background.

Not every signal deserves outreach. Swan filters signals against your ICP criteria. Only qualified, high-intent prospects trigger campaigns.

Launches Outreach in Minutes

Red lightning bolt icon with a 3D effect.

 Signal detected, prospect researched, message personalized, outreach sent. The full workflow runs automatically. Your prospect hears from you while the intent is still hot.

Let the numbers talk

3x
Higher response rates vs cold outreach
78%
Pipeline increase
22%
Email-to-meeting rate
<5min
Time to first outreach

Before & After Swan

Before Swan

Complex flowchart diagram illustrating data processing steps including data retrieval, deletion, formatting, merging, and insertion with interconnected nodes and arrows.

Signal-based outbound today means stitching together intent providers, enrichment tools, CRM triggers, and email platforms. Hours of setup for each signal type. By the time you're live, the buying window closed.

After Swan

Smiling man with glasses and beard wearing a dark jacket in a warmly lit indoor setting.
When lead with no owner moves to MQL assign owner, enrich buying committee, score, and queue outreach for review
Making a plan...
Picking the right tools
Writign important stuff
Final message

What took days takes minutes. Describe your signal-based workflow in plain English. Swan handles detection, enrichment, and outreach. No rigid workflows or late-night troubleshooting. Just signal-to-pipeline at the speed of thought.

Red triangular corner with a smaller triangle outlined inside.Red triangular corner with a smaller triangle outlined inside.Red triangular corner with a smaller triangle outlined inside.Red triangular corner with a smaller triangle outlined inside.
Prompt To Pipeline

If You Can Write It,
Swan Can Build It.

Describe your workflow like you're explaining it to your team. Swan turns your words into working AI agents instantly.

Context-Aware Execution

Intelligence,
Not Automation.

Traditional tools execute predefined workflows. Swan's agents analyze context, evaluate options, and make decisions autonomously.

Change-Ready, Always

Adapts in seconds,
not months.

Your GTM evolves daily - just tell Swan what's different and it adapts instantly. Built-in feedback loops turn your iteration speed into your unfair advantage.

hubspot Logo
Active Campaign Logo
Apollo Logo
Linkedin Logo
zoominfo Logo
salesforce Logo
rb2b Logo
vector Logo
pipedrive Logo
6sense Logo
outreach Logo
gong Logo
salesloft Logo
marketo Logo
Attio Logo
Integrations + B2B Data

Connects to Your Signal Sources

Website analytics, intent providers, LinkedIn, CRM, enrichment tools. Swan pulls signals from everywhere your prospects leave intent data.

Loved by teams scaling smarter, not bigger

Swan is more productive than our last BDR
Ryan Buckley
CEO @ Shovels.ai
Big fan of Swan! What you are building is unique!
Clement Cazalot
CEO @ Machinery Partner
Our trial ended today and our sales lead replied "heartbroken"
Harry Wilson Hallberg
Co-Founder @ Flowspace
We installed Swan yesterday. The qualification flow needs a few tweaks but WOW, we're extremely impressed.
Adam Fachler
Marketing Director @ Veraset
We've significantly increased our meetings scheduled by using Swan
Odelia Lourie
BD Manager @ Winn.ai
Dude, we’ve burned through so many AI tools that overpromise. Swan actually works - finds people who want to talk and tells us what to say. Finally.
Gary O’Neil
Director of GTM ops @ Machinery Partners
Love your product – right combination of AI scale with human in the loop
Jon Folland
CEO @ SalesDesk
Swan is outstanding. Honestly I was surprised how it’s perfectly fitted to what we needed. Well done Swan team.
Osnat Lidor
Chief Marketing Officer @ Rep AI
Saw your post, got onboarded in minutes (your Slack onboarding is phenomenal) and two days in, we are already seeing value. The execution is flawless!
Yoni Leitersdorf
CEO & Co‑Founder @ Solid
Just tried Swan for a couple of days and already love the smooth onboarding, visitor identification and the AI research. Amazing you’re doing this with only 3 people.
Harish Dittakavi
Chief Growth Officer @ Hivel
Swan is more productive than our last BDR
Ryan Buckley
CEO @ Shovels.ai
Big fan of Swan! What you are building is unique!
Clement Cazalot
CEO @ Machinery Partner
Our trial ended today and our sales lead replied "heartbroken"
Harry Wilson Hallberg
Co-Founder @ Flowspace
We installed Swan yesterday. The qualification flow needs a few tweaks but WOW, we're extremely impressed.
Adam Fachler
Marketing Director @ Veraset
We've significantly increased our meetings scheduled by using Swan
Odelia Lourie
BD Manager @ Winn.ai
Dude, we’ve burned through so many AI tools that overpromise. Swan actually works - finds people who want to talk and tells us what to say. Finally.
Gary O’Neil
Director of GTM ops @ Machinery Partners
Love your product – right combination of AI scale with human in the loop
Jon Folland
CEO @ SalesDesk
Swan is outstanding. Honestly I was surprised how it’s perfectly fitted to what we needed. Well done Swan team.
Osnat Lidor
Chief Marketing Officer @ Rep AI
Saw your post, got onboarded in minutes (your Slack onboarding is phenomenal) and two days in, we are already seeing value. The execution is flawless!
Yoni Leitersdorf
CEO & Co‑Founder @ Solid
Just tried Swan for a couple of days and already love the smooth onboarding, visitor identification and the AI research. Amazing you’re doing this with only 3 people.
Harish Dittakavi
Chief Growth Officer @ Hivel
Swan is more productive than our last BDR
Ryan Buckley
CEO @ Shovels.ai
Big fan of Swan! What you are building is unique!
Clement Cazalot
CEO @ Machinery Partner
Our trial ended today and our sales lead replied "heartbroken"
Harry Wilson Hallberg
Co-Founder @ Flowspace
We installed Swan yesterday. The qualification flow needs a few tweaks but WOW, we're extremely impressed.
Adam Fachler
Marketing Director @ Veraset
We've significantly increased our meetings scheduled by using Swan
Odelia Lourie
BD Manager @ Winn.ai
Dude, we’ve burned through so many AI tools that overpromise. Swan actually works - finds people who want to talk and tells us what to say. Finally.
Gary O’Neil
Director of GTM ops @ Machinery Partners
Love your product – right combination of AI scale with human in the loop
Jon Folland
CEO @ SalesDesk
Swan is outstanding. Honestly I was surprised how it’s perfectly fitted to what we needed. Well done Swan team.
Osnat Lidor
Chief Marketing Officer @ Rep AI
Saw your post, got onboarded in minutes (your Slack onboarding is phenomenal) and two days in, we are already seeing value. The execution is flawless!
Yoni Leitersdorf
CEO & Co‑Founder @ Solid
Just tried Swan for a couple of days and already love the smooth onboarding, visitor identification and the AI research. Amazing you’re doing this with only 3 people.
Harish Dittakavi
Chief Growth Officer @ Hivel
Swan is more productive than our last BDR
Ryan Buckley
CEO @ Shovels.ai
Big fan of Swan! What you are building is unique!
Clement Cazalot
CEO @ Machinery Partner
Our trial ended today and our sales lead replied "heartbroken"
Harry Wilson Hallberg
Co-Founder @ Flowspace
We installed Swan yesterday. The qualification flow needs a few tweaks but WOW, we're extremely impressed.
Adam Fachler
Marketing Director @ Veraset
We've significantly increased our meetings scheduled by using Swan
Odelia Lourie
BD Manager @ Winn.ai
Dude, we’ve burned through so many AI tools that overpromise. Swan actually works - finds people who want to talk and tells us what to say. Finally.
Gary O’Neil
Director of GTM ops @ Machinery Partners
Love your product – right combination of AI scale with human in the loop
Jon Folland
CEO @ SalesDesk
Swan is outstanding. Honestly I was surprised how it’s perfectly fitted to what we needed. Well done Swan team.
Osnat Lidor
Chief Marketing Officer @ Rep AI
Saw your post, got onboarded in minutes (your Slack onboarding is phenomenal) and two days in, we are already seeing value. The execution is flawless!
Yoni Leitersdorf
CEO & Co‑Founder @ Solid
Just tried Swan for a couple of days and already love the smooth onboarding, visitor identification and the AI research. Amazing you’re doing this with only 3 people.
Harish Dittakavi
Chief Growth Officer @ Hivel
Red origami heart made from folded paper against a dark gradient background.

FAQs

What is signal-based outbound?

Signal-based outbound triggers sales outreach based on buying signals rather than static lists. Prospects who show intent get contacted. Those who don't, don't.

  • Website behavior signals (pricing page, demo page, return visits)
  • Intent data signals (G2 research, review site activity)
  • Company signals (funding, job postings, tech stack changes)
  • Engagement signals (email opens, LinkedIn activity, content downloads)
  • CRM signals (closed-lost timing, contract renewals)

Swan monitors these signals and launches personalized outreach automatically.

 What buying signals does Swan detect?

Swan monitors signals across first-party and third-party sources. Any signal that indicates buying intent can trigger outreach.

  • Website: Pricing page visits, demo page views, repeat visits, time on site
  • Intent data: G2 category research, review site activity, competitor comparisons
  • Company events: Funding rounds, leadership changes, job postings, tech stack changes
  • Engagement: Email opens, LinkedIn profile views, content downloads
  • CRM: Closed-lost deals ready for re-engagement, upcoming renewals

You define which signals matter. Swan acts on them.

How does Swan personalize outreach from signals?

Swan doesn't just detect signals. It researches context and crafts messages that reference specific triggers and relevant company information.

  • References the specific signal ("Saw you're researching solutions in this space")
  • Pulls company context (recent news, initiatives, pain points)
  • Matches messaging to persona (technical vs business buyer)
  • Adjusts tone based on signal strength (high intent vs early research)
  • Follows up across channels with consistent context

Outreach feels timely and relevant because it is.

How fast does outreach go out after a signal?

Minutes. Swan detects the signal, qualifies the prospect, researches context, and launches outreach in real-time.

  • Signal detection: Real-time monitoring across all sources
  • Qualification: Instant ICP filtering
  • Research and personalization: Under 60 seconds
  • Outreach launch: Immediate or batched based on your preferences
  • Follow-up: Automated multi-channel sequences

Speed matters. Prospects who get contacted within 5 minutes are 10x more likely to respond.

Stop Leaving Revenue on the Floor

Free Trial