Revenue Attribution: HubSpot + GitHub
Which touchpoints drive revenue?
The problem
Every platform takes credit for the sale. Meta, Google, and your email tool each claim the same conversion, and they can't all be right. You need one source of truth.
HubSpot tracks contacts and companies, deal pipeline and stages, email campaign performance. GitHub tracks commits and pull requests, deployment events, release tags. Neither sees the other. That blind spot costs you money every day.
How askotter fixes this
askotter pulls HubSpot and GitHub into one data lake. With both data sets unified, it can trace every dollar back to the touchpoint that earned it. Self-healing agents adapt as your data shifts, so the analysis stays accurate without manual tuning.
Real attribution across every channel, built from the path each buyer took. Every recommendation reviewed by your team before it becomes a budget decision.
What feeds revenue attribution
What happens when they're connected
Each tool answers its own questions. In one lake, askotter can also answer the questions that span both. Train these agents like your best employee and they become tireless assistants that scale your team's knowledge to everyone.
Builds complete prospect paths from first ad click to closed deal
Catches pipeline slowdowns, deal stage stalls, and lead quality shifts
Correlates deployment timing with changes in customer behavior
Before and after
| Capability | Without askotter | With askotter |
|---|---|---|
| Revenue Attribution | Manual, delayed | Automatic, real-time |
| Cross-platform data | Copy-paste between tabs | One data lake |
| Change detection | Weekly report | Minutes |
| Next steps | Figure it out yourself | Ranked actions, human-approved |
| Querying | SQL or export to CSV | Ask in plain English |
| Team knowledge | Tribal knowledge, lost in Slack | Saved notes, shared across teams |
Revenue Attribution in action
Ask your data lake anything. Save what matters.
Other analyses: HubSpot + GitHub
Revenue Attribution with other tools
All Integrations
askotter by City
Connect HubSpot + GitHub. Five minutes.
Connect or import and the data starts flowing. Your team reviews every recommendation. No engineering needed.
Self-managed is $99/mo and scales with the compute you use. Our team runs it from $600/mo.