Budget burns before you learn
You optimize campaigns after the money's gone. Analyzing failed campaigns after spending everything changes exactly nothing.
Stop studying dead campaigns.
Predict the winners.
Your ROAS reports tell you what already failed. Your churn analysis kicks in after customers leave. Pecan gives marketing teams the predictions they need to act before the money’s gone.
~15% average improvement in ROAS across marketing teams using Pecan
Sounds familiar?
Marketing teams are drowning in dashboards but starving for answers. The tools you have show what happened. You need to know what's about to happen.
Customers leave before you notice
Your churn prevention strategy is all reaction, zero prediction. By the time you spot the problem, the customer already decided to go.
LTV is measured in hindsight
You're measuring customer value after they've already walked away. That's not a growth strategy. That's an autopsy.
Three predictions that change everything
Pecan turns your marketing data into forward-looking intelligence you can act on today.
Churn prediction
Catch at-risk customers 60 days early
What if you spotted customers heading for the exit two months before they left? Pecan identifies churn risk signals across your data, so your retention campaigns reach people while they're still reachable.
~12%
average churn reduction
Customer LTV
Predict lifetime value while customers are still around
Stop finding your highest-value customers only after losing them. Pecan predicts LTV early, so you can invest in the right relationships from day one, not scramble to save accounts at the deadline.
~10%
average increase in customer lifetime value
Campaign ROAS
Kill doomed campaigns before spending a dollar
What if you could predict campaign performance before launch instead of mourning results after? Pecan scores campaign likelihood so you double down on winners and cut losses before they happen.
~15%
average ROAS improvement
How it works
Ask a question
“Which customers are likely to churn?” “What will this campaign’s ROAS be?”
01
Pecan builds the model
Data prep, feature engineering, validation. All automatic. No data scientists needed.
02
Get predictions you trust
Each prediction comes with confidence scores and plain-English explanations.
03
Act where you work
Results flow directly into HubSpot, Salesforce or your data warehouse.
04
See Pecan in action
Results that speak for themselves
~1 week
from question to production model
32x
faster than traditional approaches
0
lines of code required
Your data already knows what's coming next
We'll build a tailored predictive model in 15 minutes. No commitment, no data science degree required.
