March 2026 — GA4 & GSC connectors, Agent Advisor, improved discovery

[mshors-pdai]

We shipped a lot in March. Here are the highlights:

New: Live Data Connectors

You can now connect Google Analytics 4 and Google Search Console directly — no CSV export needed. Use connectors_list to see available connections and connectors_query to preview data before running an analysis.

This is the first step toward a full connector ecosystem. Shopify and Stripe are next — see #1 and #2. If there's a platform you want connected, open a connector request.

New: Agent Advisor

The conversational AI layer that guides you through analysis. Instead of needing to know which tool to use, describe your question in plain English — the Agent Advisor picks the right approach, maps your columns, runs the analysis, and interprets the results.

Improved: 5-Signal Discovery

Tool discovery now uses Reciprocal Rank Fusion across 5 signals: structural similarity, LLM description matching, LLM overview matching, column type coverage, and category fit. In practice, this means the platform picks the right analysis method more accurately, especially for ambiguous datasets.

Improved: Error Messages

When something goes wrong (wrong column types, missing required fields, insufficient data), error messages now suggest specific corrective actions instead of generic failures.

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Full changelog: CHANGELOG.md

Questions or feedback? Drop them in Q&A or open an issue.