Search demand
What prospective customers are looking for and which searches lead to activation.
Product-market growth intelligence for SaaS
Find what brings customers who stay. Dig into the evidence.
SignalBadger connects search demand, acquisition channels, product activation, customer conversations, retention, and churn to reveal which growth efforts create durable customers. Then it prepares the next evidence-backed experiment worth running.
You review and ship the change. SignalBadger handles the research, analysis, drafting, and measurement.
Every result becomes evidence for what to try next.
See how it worksNo dashboard archaeology. No AI content mill. No changes shipped without your approval.
Signals in the field
Connected evidence. One clearer next step.
Your customers leave clues across search, analytics, billing, support, and churn. Each tool captures part of the journey. SignalBadger connects the evidence you have to show what attracted customers, whether they reached value, and which experiment is worth running next.
Cross-source example
One finding, the evidence behind it, and a ready-to-run experiment
- Finding
- Visitors searching for your Slack integration activate 2.3× more often than average, but the page ranks outside the top ten and earns very few clicks.
- Evidence
- Search demand is rising, the page averages position 11.4 with a low click-through rate, and visitors who reach it activate at more than twice the site average.
- Prepared experiment
- Rewrite the search title and opening section, add a concrete integration example, and test two CTA variants. Measure organic click-through rate and activated trials over 30 days.
How it works
From signals to experiments—and back again.
Every result becomes evidence that improves the next recommendation.
Gather
Collect evidence from the search, acquisition, analytics, billing, and conversation sources you connect.
Connect
Link what attracted customers to what they expected, whether they activated, and whether they stayed.
Recommend
Identify the most important uncertainty and propose the smallest useful experiment to test it.
Prepare
Draft the content, variants, targeting, instrumentation, success metrics, and evaluation plan for review.
Learn
Measure the outcome, record what worked, and use the result to improve the next recommendation.
Learning compounds
Signals produce experiments. Experiments produce evidence. Evidence improves the next decision.
Who decides
The badger digs. You make the calls.
SignalBadger gathers evidence, connects patterns, and prepares the work. Your team still owns the interpretation, strategy, and final decision.
What SignalBadger does
- Continuously investigates the sources you connect
- Connects acquisition intent to activation, retention, and churn
- Surfaces evidence-backed findings
- Recommends the next experiment worth running
- Prepares content, copy, targeting, and measurement plans
- Measures experiment outcomes and uses them to improve future recommendations
What SignalBadger will not do
- Publish or launch anything without approval
- Replace your product analytics platform
- Flood your site with generic AI content
- Treat correlation as certainty
- Interrupt active experiments without warning
- Rewrite proven winners merely because AI can produce different copy
Evidence sources
What SignalBadger can connect
Start with the sources you already have. Add more context as SignalBadger learns about your market and customers.
Acquisition
Which channels and messages bring customers who continue using the product.
Product activation
Whether new customers reach value and where different acquisition cohorts stall.
Customer feedback
Recurring expectations and frustrations found in conversations, surveys, and reviews.
Retention
Which early behaviors and customer characteristics predict continued usage.
Churn
Why customers say they left and which warning signs appeared beforehand.
Prepare the next experiment
Your next growth opportunity may already be buried in your data.
Connect your acquisition, activation, conversation, and churn sources. SignalBadger will uncover the first evidence-backed finding and prepare the experiment that follows.
Free for 14 days. No credit card required.
