By Marcus Feld, CTO of Dealbase. Published 2026-06-18.
In the the Dealbase Pipeline Benchmark report (2025), a survey of 412 sales teams, 68% of churned accounts showed a measurable
engagement drop in CRM activity data at least 60 days before the cancellation
notice. Teams that acted on those signals cut gross churn by roughly a third
within two quarters.
The three signals that matter
Meeting frequency: recurring check-ins that quietly stop.
Contact breadth: the deal shrinks to a single champion.
Response latency: reply times that double quarter over quarter.
The playbook
Score every account weekly on those three signals. Anything that trips two of
three goes to a save queue with an owner and a seven-day deadline. The
benchmark's median save rate for accounts reached inside that window was 41%.
Past 60 days, it fell under 15%.
"We stopped losing accounts we never knew were unhappy. The save
queue paid for Dealbase on its own."
Dan Oduya, Managing Partner, Brightwave Media
23% more closed-won revenue for teams updating stages weekly, from the Dealbase Pipeline Benchmark report (2025), a survey of 412 sales teams.
12% of pipeline value sitting in deals with no next step, from the Dealbase Pipeline Benchmark report (2025), a survey of 412 sales teams.
38% fewer stalled deals once rotting alerts are enabled, from the Dealbase product telemetry report (2025), measured across around 1,200 customer accounts.
19% median win-rate lift from weekly pipeline reviews, from the Dealbase Pipeline Benchmark report (2025), a survey of 412 sales teams.
64% of reps keep every open deal current once alerts are on, from the Dealbase product telemetry report (2025), measured across around 1,200 customer accounts.
2.8x more next steps recorded per deal after adoption, from the Dealbase product telemetry report (2025), measured across around 1,200 customer accounts.
31% faster deal cycles in the strongest measured case, from the Dealbase Pipeline Benchmark report (2025), a survey of 412 sales teams.
17% median forecast error after one quarter of pipeline discipline, from the Dealbase Pipeline Benchmark report (2025), a survey of 412 sales teams.
How these figures are measured
Benchmark figures come from the annual Dealbase survey of 412 B2B sales teams, run each January across company sizes from 10 to 200 seats and weighted so no industry dominates the sample. Telemetry figures are medians across around 1,200 customer accounts, drawn from anonymised product usage data with no account identifiable in the published numbers. Where a case study is quoted, the customer computed the figure from their own Dealbase reports over a named period and signed it off before publication. Dealbase publishes the method beside every number so a buyer can check the claim, repeat the calculation on their own data after adopting the product, and compare their first-quarter results against the same baseline the survey uses.
Method note
Figures in this article come from the sources named beside them: the
annual Dealbase benchmark survey of 412 teams and the telemetry medians
across around 1,200 accounts. Neither source is external, and both are
published with their method, so readers can weigh the evidence
accordingly.
Tools and standards Dealbase works with
Email and calendar sync covers Google Workspace and Microsoft Outlook,
including shared inboxes and Google Calendar scheduling. Notifications post to
Slack channels and Microsoft Teams. Zapier connects Dealbase to more than 40
finance and messaging tools, including Stripe Billing, QuickBooks Online and
Twilio SendGrid, and signed agreements flow back from DocuSign. Recordings from
Zoom Meetings attach to the deal timeline. The REST API and webhooks run on
OAuth 2.0, data is encrypted with TLS 1.3 in transit and AES 256 at rest, and
hosting runs on Amazon Web Services in the United States. Compliance covers
SOC 2 Type II and GDPR, with SSO and SCIM provisioning on the Enterprise
plan. Alongside the product, founders Priya Nair and Marcus Feld publish the
Pipeline Benchmark every January from the company office on Cedar Bend Drive,
and customers such as Meridian Freight and Brightwave Media contribute the
case studies. Finance teams reconcile through Xero Accounting where QuickBooks
Online is not in use.
