Interactive demo

A full report from the sample export.

No account. The numbers are computed from the CSV in this repo. The narrative below is the deterministic draft your workspace falls back to when a model isn’t available.

Google AdsMeta AdsGA4
Use your own export

Computed from the bundled GA4 sample. Account spend in the file is $0.00.

Sample

GA4 · October 2026 vs September 2026

Northwind Outfitters

GA4 — October 2026

H&
Conversions
795
+21.4% vs prior
Conv. value
$62,000
+23.3% vs prior
Sessions
23,100
+6.9% vs prior
Users
16,700
+7.1% vs prior

Executive summary

Northwind Outfitters closed October 2026 on GA4 with 795 conversions, $0.00 CPA, 23,100 sessions. Against September 2026, Conversion value rose +23.3% and Conversions rose +21.4%.

Wins

Paid Search produced the most conversions (310). Conversion value moved in the right direction, +23.3% versus the prior period.

Concerns

Nothing in this export is clearly broken. The risk is treating one month as a trend, especially if conversion tracking or the campaign mix changed.

What changed, and why it might have

Conversion value rose +23.3%. Conversions rose +21.4%. Sessions rose +6.9%. The export does not record why. If results jumped while spend fell, that is a hypothesis, not a finding: a shift toward higher-intent campaigns, cheaper clicks, or a change in what counts as a conversion. Confirm the conversion definition was stable before treating the lift as incremental sales.

Sessions by channel
Organic Search 8,200Paid Search 5,400Direct 4,600Paid Social 3,100Email 1,800

Breakdown

NameConversionsConv. valueSessions
Organic Search240+14.3%$18,400+13.6%8,200+3.8%
Paid Search310+19.2%$24,600+24.2%5,400+8.0%
Direct70+27.3%$6,100+27.1%4,600+4.5%
Paid Social80+33.3%$4,200+35.5%3,100+10.7%
Email95+35.7%$8,700+35.9%1,800+20.0%

Next month

  1. Treat the user total as directional. People who appear in more than one row are counted more than once.
  2. Send the client the three numbers that changed most, and one decision you want from them: hold, shift, or test. Keep the rest in the appendix table.
Prepared by Harbor & Pine for Northwind Outfitters.
Powered by ClientNarrate · by OTM Groups

Users are summed across rows, so a person in more than one row is counted more than once.

Sample files: current period and the matching prior-period file in the repository.