🎯 Custom attribution models and supercharged Maven AI
We’re excited to roll out our latest product update, packed with custom attribution modeling, faster and smarter AI intelligence, expanded audience activation, and infrastructure upgrades.
In this release, we’re introducing Custom Attribution Models for Enterprise workspaces, giving teams more control over multi-touch attribution weights and channel multipliers based on their sales cycle. We’ve also supercharged Maven AI with faster streaming, concurrent conversations, and interactive funnel visualizations. Plus, attribution data can now flow directly into HubSpot through Reverse ETL.
Here is a full breakdown of everything new in Usermaven.
🎯 Custom attribution modeling (Enterprise)
Take full control over how marketing and sales touchpoints receive conversion credit. Alongside standard models such as first-touch, last-touch, linear, and W-shaped, Enterprise teams can now build custom attribution models that better reflect their unique buyer journeys.

- Set your own weights across First Touch, Lead Creation, Opportunity Creation, and Last Touch.
- Layer channel-specific multipliers on top of those weights for hybrid models, without breaking fractional credit.
- Custom models are versioned automatically. Dashboards and scheduled reports freeze to the active model version at creation time, so tuning the model never rewrites history.
- Apply custom attribution models across Channel, Source, Content, Paid Ads, Conversion Path, and Actor Credit breakdown reports.
Any help needed? Read more about custom attribution models.

🤖 Supercharged Maven AI: faster streaming & concurrent conversations
We went through Maven’s chat experience end to end to make answers faster and more reliable, with richer visual insights and stronger privacy guardrails.
- Optimized runtime prompts, bounded conversation context, and a direct streaming pipeline significantly reduce initial response wait times.
- Start a new conversation while an earlier one is still thinking. Each thread maintains its own loading state, progress indicators, and complete history when switching back and forth.
- Real-time activity steps clearly show what query or tool Maven is executing.
- Funnel query results inside Maven chat now render the native interactive funnel charts used across the platform, including in shared and read-only views.
- Financial metrics and subscription revenue data now dynamically respect user permissions and plan tiers in real time before queries run.
- Suggested follow-up prompts now submit instantly on click, while chat actions such as copy, regenerate, and feedback share a clean, unified toolbar.

🔄 HubSpot syncs now carry attribution with them
Usermaven’s Reverse ETL engine is now faster and more connected, making it easier to activate customer and attribution insights across your marketing and sales tools.
- Sync critical attribution touchpoint data, including first-touch channel, source, campaign, and profile attributes, directly into custom HubSpot contact properties for smarter CRM workflows and automated lead routing.
- Sync extractions are batched with targeted retry policies, ensuring smoother audience delivery during high-volume syncs.
- Starting an audience sync now triggers real-time delivery immediately on demand, with no need to wait for the next scheduled sync cycle.

🛠️ Quality of life, stability & performance fixes
In addition to major features, we’ve also shipped a range of smaller improvements and fixes to make Usermaven faster, smoother, and more reliable:
- Active segment filters are now preserved during comparative trend queries, ensuring accurate apples-to-apples cohort comparisons.
- Fixed tooltip clipping on bar and date-range charts.
- Direct and missing referrer entries are now clearly labeled in Top Sources breakdowns.
- Resolved aggregation errors on user detail and paid ads drilldowns.
- Filtered out empty and NUL country entries in GSC performance reports.
- Added one-click “Select All” when granting workspace access to an MCP connection, along with pagination for organizations managing many workspaces.
- Signed-in users outside a workspace can now open that workspace’s public dashboards and shared attribution views.
- BigQuery connection issues now show a specific, actionable cause instead of a generic failure message.
💬 Ready to Explore What's New?
Custom Attribution Models are rolling out to Enterprise workspaces now. Everything else in this release is already available by default, with no toggle required.
Log in to your Usermaven Workspace to test out Custom Attribution Modeling, chat with the updated Maven AI, or configure your HubSpot Reverse ETL mappings.
We’d love to hear your thoughts. Share your feedback and help shape what’s next.
Thanks for building with us.
The Usermaven team


































