Windsor.ai vs. ARLO · Updated April 2026
Windsor.ai vs. ARLO: Live Claude queries without a data warehouse
Windsor.ai pipes data from GA4, Ads, and Meta into a warehouse you then have to build dashboards on top of. ARLO skips the warehouse entirely — Claude queries each platform live through MCP, returning answers in seconds without any ETL, pipeline maintenance, or stale data. Agencies save the $500+/mo warehouse bill and the recurring dashboard-building effort.
Why agencies are skipping the warehouse
Windsor, Supermetrics, and Improvado all solve the same problem: getting marketing data out of 10+ platforms and into a place you can query. But "a place you can query" usually means BigQuery, Snowflake, or a Google Sheet — which means you still have to build dashboards, pay for warehouse storage, and wait for syncs to catch up. By the time a client asks "how did we do last month?", the data is already a week behind. ARLO flips the model: Claude queries each platform live on demand. No warehouse, no ETL, no dashboards. You just ask.
Feature comparison
| Feature | Windsor.ai | ARLORecommended |
|---|---|---|
| Entry price | $19/mo (3 sources) | Free |
| Data warehouse required | Yes (BigQuery, Snowflake, Sheets) | None — live queries |
| Claude / AI access | Not included | The whole point — and it's free |
| Setup time | Days (schema, sync config) | Under 5 minutes |
| Data freshness | Sync cadence (hourly at best) | Live on every query |
| Per-client overhead | Configure new pipeline | Pick a property from a dropdown |
| Team access | Per-seat add-ons | Unlimited seats, free |
ARLO is the better fit when
- ✓You want to ask questions in plain English, not build dashboards
- ✓You don't already have a BigQuery / warehouse team
- ✓You need per-client fast setup (not pipelines per client)
- ✓Your agency lives in Claude / Cursor already
Stick with Windsor.ai when
- —You need historical data warehoused for advanced BI / Tableau
- —Your team is already fluent in SQL and prefers writing queries
- —You have a dedicated data engineer who owns pipelines
Can I use ARLO alongside Windsor for heavy BI?
Yes. Many agencies keep Windsor feeding a warehouse for retrospective reporting and add ARLO for day-to-day ad-hoc questions. The two aren't mutually exclusive — ARLO is conversational, Windsor is ETL.
Does ARLO store my clients' data?
No. ARLO is pass-through — OAuth tokens are encrypted at rest, but raw analytics / ads data is fetched on demand and discarded after it's returned to Claude.