For Data & BI Teams

Query-ready data.
Zero exports.

You know the drill. Export from SendGrid. Export from Mailgun. Dump into Excel. Try to normalize the schemas. Realize the field names don't match. Spend two days on what should take two minutes.

What if the data was already clean, unified, and queryable?

CSV JSON ENGAGOR Normalize Unify unified_events event_type esp timestamp delivered SG 14:32:01 opened MG 14:32:45 clicked PM 14:33:12 ... 2.4M events • Query-ready Looker Snowflake
The Reality

Sound familiar?

Export hell, every single week

CSV from SendGrid. JSON from Mailgun. Whatever format Postmark uses this week. Hours spent just getting data into the same place.

Schema chaos

"delivered_at" vs "delivery_time" vs "timestamp_delivered". Every ESP has different field names for the same thing. Manual mapping every time.

No single source of truth

Marketing has one number. Operations has another. Finance has a third. Nobody's sure which one is right because the data sources are fragmented.

What Changes

With Engagor, your data is ready before you ask for it

Before

Export → Transform → Load → Debug

After

Data streams in real-time, pre-normalized to a unified schema. Query it directly or pipe to your warehouse.

Before

4 ESPs = 4 different schemas

After

One unified schema. Same field names. Same data types. Same definitions. Across every ESP.

Before

"Let me pull together a report..."

After

"Here's the live dashboard." Connect your BI tools directly. Real-time data, no exports, no stale CSVs.

Your New Reality

What data work looks like with Engagor

Request

"Can you pull email metrics for Q4?"

Marketing needs a report. Previously: 2-day project. Now: 5-minute query.

Query

Write one SQL query

SELECT * FROM unified_events WHERE quarter = 'Q4' — across all ESPs, all identities, all events. One table.

Connect

Pipe to your BI tool

Connect Looker, Tableau, or Power BI directly. No exports. Data updates in real-time. Dashboard stays fresh.

Done

Report delivered before your standup

What used to take days now takes minutes. Marketing has their data. You have your morning back.

Stop exporting. Start querying.

See how unified data transforms your workflow.