Product roadmap
Klar Feature Roadmap
This page lists the features Klar is building next and the quarter each one is planned to launch. Quarters are targets and can shift; launched features move to Live.
Last updated:
Recently Launched
Live
MCP for all attribution, marketing, influencer performance, revenue & profit data
Incrementality
Learn more about IncrementalityComing next
Planned features by quarter
Q4 2026
PlannedAI Features
"Ask Klar" Chatbot for Data Queries, Analysis & Recommendations
You ask, Klar AI answers. Klar AI interprets your shop's data, grounded in your individual business context and human-written eCom playbooks. From quick KPI checks to deep strategic diagnosis, in one chat.
Q4 2026 or Q1 2027
Launch quarter not yet fixed
PlannedAI Features
Chatbot Dashboard Generator
PlannedOther
Custom Dashboard Builder
Q1 2027
PlannedAI Features
Self-running agents & skills
PlannedOther
Sending data back to platforms (ad platform algorithm optimization)
PlannedOther
Sending data back to Klaviyo
Available now
All live features
All features that are live today, grouped by topic. The newest are Marketing Mix Modeling, Incrementality and MCP.
Attribution & Measurement
- Marketing Mix Modeling (MMM)
- Incrementality
- Multi-Touch Attribution
- Data-Driven Attribution
- Unified Attribution Modeling
- 1st Party Tracking Script
- Real-time Data
- Custom Conversions
- Custom Conversion Tracking
- Purchase Journey Visualisation
- Discount Code Integration
- Post-Purchase-Survey Integration
- Attribution enrichment with Acquisition, Retention & Profitability
- A/B Testing Analysis
Customers & Retention
- Cohort Report & Deep-Dive
- Cohort Comparison
- CLV Analytics
- Retention Dashboard
- Customer Segments
Profitability & Finance
- Profitability Deep-Dive
- Profit & Loss Statement
- Return Prediction Dashboard
Marketing & Creative Performance
- Creative Reporting (Meta)
- Creative Reporting (TikTok)
- Influencer Reporting & Deep-Dive
- Influencer CRM
- Marketing Channel Analysis
- Klaviyo Analysis
- Industry Benchmarks
APIs & Data Access
- Open API (Shopdata)
- Refunds & Orders API
- Transaction Costs API
- Logistics Costs API
- Public API (attribution, marketing, revenue)
- MCP (attribution, marketing, influencer performance, revenue & profit data)
Setup & Customization
- Multi-Shop & Multi-Country Setup
- Multi Ad Account Setup
- Datasource Filtering
- Replacement Order Handling
- Custom Channel Configuration
- Custom Dimension & Grouping Setup
- Multiple Currencies & Currency Conversion
- Product Unbundling Setup
- Setting Targets
- Detailed COGS Configuration
- Detailed Fulfillment / Logistics Configuration
- Custom Costs Upload
- Custom Revenue Upload
Orders & Products
- Order Time Lag Report
- Average Order Value (AOV) Report
- Product Relationships Report
- Inventory Report
- Order Composition Report
Integrations
Shop & commerce
- Shopify
- Shopware
- WooCommerce
- Magento
- Centra
- Amazon Seller Central
Ad platforms
- Meta
- Google Ads
- TikTok
- Bing
- Criteo
- Taboola
- Outbrain
- Amazon Ads
Analytics, email & surveys
- Google Analytics (GA)
- Klaviyo
- Google Sheets
- Fairing
- KnoCommerce
FAQ
Which Klar features are already live?
Klar's live features range from attribution and profitability to retention and integrations. Marketing Mix Modeling (MMM), Incrementality and MCP are the newest. See All live features above.
Is Klar's MCP available?
Yes. Klar's MCP is live and gives access to all attribution, marketing, influencer performance, revenue and profit data.
When is the Ask Klar chatbot coming?
Planned for Q4 2026. It answers questions about a shop's data, grounded in business context and human-written eCom playbooks.
Which features are planned for Q1 2027?
Self-running agents and skills, sending data back to ad platforms and sending data back to Klaviyo. The Chatbot Dashboard Generator and Custom Dashboard Builder are planned for Q4 2026 or Q1 2027.
Can the dates change?
Quarters are planned targets and can shift. When a feature launches, its status changes to Live.