Clarai
Automated marketing reports. Verified numbers. Already in your inbox Monday morning.
→ getclarai.com// 01 · WHAT CLARAI RECEIVES
Raw, messy, machine-grade data.
Every week, Clarai ingests the unfiltered output of each marketing platform’s API. Roughly what that looks like (simulated data, real structure):
{
"client": "agency-x",
"period": { "week": 23, "year": 2026 },
"sources": {
"ga4": {
"sessions": 48211,
"sessions_prev_week": 43045,
"engaged_sessions": 31337,
"conversions": 612,
"top_channel": "organic_search"
},
"meta_ads": {
"spend_eur": 4350.00,
"impressions": 91244,
"clicks": 12876,
"purchases": 322,
"revenue_eur": 13920.00,
"roas": 3.2
},
"linkedin_ads": {
"spend_eur": 1180.00,
"impressions": 88210,
"clicks": 706,
"ctr": 0.008,
"leads": 41
}
},
"verification": {
"ga4_api_checksum": "ok",
"meta_api_checksum": "ok",
"linkedin_api_checksum": "ok",
"anomalies_flagged": 0
}
}// 02 · THE REPORT CLARAI DELIVERS
A report a human would write, if they had the time.
The same data, transformed into something a client actually reads. Simulated example:
Weekly Marketing Report
Agency X · Week 23, 2026
Summary
Strong week across the board. Organic search drove the traffic increase (+12% week-over-week), while Meta campaigns held a healthy 3.2 ROAS on slightly higher spend. LinkedIn CTR remains below the 1.0% benchmark, so see recommendations.
Channel performance
| Channel | Spend | Result | vs. last week |
|---|---|---|---|
| Organic search | n/a | 48.2k sessions | +12% |
| Meta Ads | €4,350 | 322 purchases · 3.2 ROAS | +0.3 ROAS |
| LinkedIn Ads | €1,180 | 41 leads · 0.8% CTR | −0.1pp CTR |
Recommendations
- Shift ~15% of LinkedIn budget to the two Meta campaigns currently above 3.5 ROAS.
- Refresh the LinkedIn ad creative. CTR has dropped three weeks running.
- Double down on the organic content cluster driving the traffic spike (3 posts → 612 conversions).
// 03 · HOW IT WORKS
Fetch → Compute → Verify → Deliver.
❯ clarai fetch --week 23
01 · Fetch
Clarai pulls raw numbers straight from the GA4, Meta and LinkedIn APIs. No spreadsheets, no copy-paste, no human in the loop.
❯ clarai compute --week 23
02 · Compute
Week-over-week deltas, ROAS, CTR, channel mix. Every metric is calculated from source data, never estimated.
❯ clarai verify --week 23
03 · Verify
Every number in the report is cross-checked against the API it came from. If a checksum doesn't match, the report doesn't ship.
❯ clarai deliver --week 23
04 · Deliver
A finished, readable report lands in the client's inbox Monday at 07:00. Before anyone asks for it.