Popsicle Labs: Revenue Intelligence Infrastructure. Hear the deal signals before it’s too late.
Revenue intelligence infrastructure

Your deals are dying.
Act before they do.

Popsicle listens to your revenue conversations, tells you which deals are at risk, and triggers the actions to save them.

Get early access See how it works
Detection → executionWorks with your CRMFive minute setup
Live concern signal LISTENING
RK
Rahul K.Acme Corp · WhatsApp · 10:42
Looks good overall. Let me loop in finance and get back to you next week.
Concern detected · Budget escalation
Historic close rate after this phrase: 31%
RISK 84%
✓Case opened · assigned to Priya M.
✓Action triggered · Executive re-engage email
CRM stage → “At risk” · Slack notified
Listens acrossSalesforceHubSpotZohoChorusZendeskSlackEmailCallsZoomand more
Sound familiar?

Monday: deal looks great.
Friday: buyer ghosts you.

The deal was “Active” in your CRM all week. The warning signs were buried in a WhatsApp thread, and nobody caught them.

Salesforce {{ statusLabel }}
Acme Corp
Platform expansion · Jake Reyes
Amount
$180,000
Stage
Negotiation
Close date
Sep 30
Last signal
{{ lastSignal }}
Deal health{{ healthLabel }}
{{ noteText }}
What was actually said this week
MTZ
Maria TorresMon · 10:40 AM
This is well above our budget. There are cheaper options out there.
{{ sigTag }}
MTM
Maria TorresWed · 9:14 AM
Quick note: we’ve also been talking to United, they came in yesterday.
{{ sigTag }}
MTS
Maria TorresFri · 5:12 PM
Between us, our CFO is leaning United. Help me win Monday’s board.
{{ sigTag }}
The problem

One week. Three Concerns. Zero flags.

Every warning was said out loud, in a tool your team uses every day. None of it reached the CRM.

Monday · Zoom call · 48 min in
Acme Corp · Pricing review REC 00:40:12
MTMaria T. · VP Ops
JRJake R. · AE
Live transcript
Jake R: So that’s the full package. How does it look on your side?
Maria T: This is well above our budget. There are cheaper options out there.
Concern missed. Budget objection and a cheaper rival, logged nowhere.
Wednesday · Email · Line 3 of 68
Re: Re: Re: Revised proposal, Acme60 messages
MT
Maria TorresTue 9:14 AM
Hi Jake, thanks for the updated numbers.
Quick note: we’ve also been talking to United, they came in yesterday.
Can you send the security questionnaire by Friday?
JR
Jake ReyesTue 11:02 AM
Understood. Attaching the revised proposal and the questionnaire.
Acme_Proposal_v4.pdf
Concern missed. Competitor mentioned. Read, never flagged, no one else told.
Friday · Slack DM · 4:47 PM
A
Maria Torres· Acme Corp (Slack Connect)
JR
Jake Reyes 4:47 PM
Hi Maria, any update on the signature? Happy to jump on a call this week.
MT
Maria Torres 5:12 PM
Between us, our CFO is leaning United. Help me win Monday’s board.
JR
Jake Reyes 5:13 PM
Of course, talk then
Message Maria Torres
Concern missed. Maria asked for help. Jake saw it Monday. The CFO killed the deal.
70%

of what customers tell your sales team never makes it into the CRM.

The solution

Same week. With Popsicle listening.

The Concern Engine hears the signal, creates one Concern per reason,
with the source attached, and acts automatically.

Monday · Zoom call
Zoom Resolved in 12 min
Budget objectionRisk: High
“This is well above our budget. There are cheaper options out there.”
MTMaria T., 40 min into the call
Agent actions
✓
10:40 AMDeal flagged at risk, manager looped in
✓
10:40 AMPopsicle sent Maria an ROI breakdown
✓
10:52 AMPricing objection logged in Salesforce
Signal caught. Budget objection handled same day.
Wednesday · Email thread
Gmail Resolved in 1 min
Competitor mentionedRisk: Medium
“We’ve also been talking to United, they came in yesterday.”
MTMaria T., line 3 of 68
Agent actions
✓
9:14 AMDeal risk raised in Salesforce, manager notified
✓
9:14 AMCompetitor comparison drafted and sent to Maria
✓
9:15 AMSecurity questionnaire task created, due Friday
Signal caught. Jake walks into the next call ready.
Friday · Slack DM
Slack Resolved in 2 min
Champion requestRisk: Critical
“Between us, our CFO is leaning United. Help me win Monday’s board.”
MTMaria T., 5:12 PM
Agent actions
✓
5:12 PMCFO set as decision-maker in Salesforce
✓
5:13 PMPopsicle sent Maria a CFO-ready case vs United
✓
5:14 PMManager alerted, CFO intro drafted
Signal caught. Maria walks into Monday armed.
0

manual CRM updates. Every Concern above was caught, logged, and acted on by Popsicle.

The Concern

One reason. One record. Until it’s handled.

A Concern is one durable record per reason a deal is at risk, with the buyer’s own words attached. We call it concern intelligence: revenue intelligence where the unit of work is the Concern, not the call or the forecast.

Concern · Competitor Open
Acme Corp
Corroborated, 2 channels
MT
Maria T. · Google Meet · Mon
“There are cheaper options out there.”
MT
Maria T. · Gmail · Wed
“We’ve also been talking to United.”
OwnerJake Reyes
Promise owedSecurity questionnaire, due Fri
StatusOpen until handled
Multiple Concerns, all detected
PricingCompetitorTimingAuthorityBudgetSilenceBroken promiseChampion riskProcessMore

Agents run sessions. CRMs store history. Popsicle runs Concerns until they are handled.

How it works

Conversations
→ Concerns
→ Actions.

01
Connect
Plug into your existing channels.

Chat, Email, Slack, CRM, calls, Zoom. One unified conversation timeline. No rip and replace. Setup in a few minutes.

02
Detect
The Concern Engine finds the risk.

Budget objections, competitor mentions, champion risk. The phrases that sound harmless but mean a deal is dying. Each Concern that carries the same reason in two channels becomes one.

03
Act
Popsicle drafts, you approve.

The right email, the right call, the right concession, fired at the right time. CRM updated. Slack notified. Deals saved.

“Every important business decision starts with a conversation. We built Popsicle to make sure those conversations get heard and acted on, before it’s too late.”

Popsicle Labs · Founding vision · 2026
Early access

Ready to stop finding out too late?

We’re onboarding select revenue teams.

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