Analytics & Measurement

Lift, cohorts, funnels: measured against reality

Every campaign runs against a holdout, so you see the revenue RevBridge actually added, not the revenue that would have happened anyway. Explore the analyses below the way you would in the product: click through them.

This is the analytics screen you get on day one

Not a report you request, and not a dashboard you have to assemble. Lift, funnel, cohorts and attribution ship with the product, computed against a holdout on every campaign you run.

app.revbridge.ai/engagement/analytics

RevBridge AI

Dashboard

People

Engagement

Campaigns

Conversations

Warmup

Analytics

Growth

Assets

Definitions

Data

Settings

MR

Marina Reis

Verdant

Analytics

Measure campaign funnels, channel mix, attribution, and creative performance.

All Campaigns
30 days
Attribution

per day

Audience

412,600

Revenue

$229,029

ROAS

12.1x

Positive

CTR

5.9%

22.8K / 386.2K

AOV

$104

2,198 orders

Spend

$18,970

CPM

$49.11

386.2K sent

Cost / Open

$0.18

105.4K opens

Cost / Click

$0.83

22.8K clicks

CPA

$8.63

2,198 conv

Funnel Analysis

Audience Reach

386,240 / 412,600

93.6%

Sent

386,240

Delivered

371,908

3.7%

Opened

105,412

71.7%

Clicks

22,804

78.4%

Normal

Bottleneck

Bottleneck detected at "Clicks"

78.4% drop-off rate.

Delivery Rate

96.3%

Open Rate

28.3%

Click Rate

21.6%

Conversion Rate

9.6%

Attribution (7d window)

2,198 orders

$229,029

Matched by user_id

62%

Matched by email

28%

Matched by phone

10%

Click to view details

Click any stage of the funnel to plot it. The engine tracks all five.

// Lift analysis

Which variant actually won?

Four creative variants ran against an automatic holdout. Click through them to see who beat the control, who lost, and how the engine moved traffic toward the winner.

Variant performance vs holdout

Click a variant to compare it against the holdout

Incremental lift

+12%

Challenger

Significance

87% confidence

Conversion, week 8

2.35% · holdout (control) 2.10%

Traffic share

21%

Bar chart comparing weekly conversion rates of the selected variant against the holdout group. V2: Incremental lift +12%, 87% confidence, Challenger, Traffic share 21%.

Guided simulation with illustrative data. Your dashboard reports this per campaign and per channel, in real time.

This is the readout your team gets from day one.

Measured against holdout

Incremental revenue, not vanity metrics

A slice of every audience is held back automatically. The gap between the treated group and the holdout is your true, incremental lift.

R$ 4.18 / recipient

Treated group

R$ 3.19 / recipient

Holdout

Incremental lift

+31%

How measurement closes the loop

Most marketing tools report opens, clicks, and last-click revenue. Those numbers almost always go up, which makes them comforting and largely useless. They do not answer the one question that matters: how much revenue would not have happened without the campaign?

RevBridge answers that question by default. Every campaign reserves a holdout, and the gap between the treated group and the control is the incremental lift. That measurement draws on the same Customer 360 profile that shapes strategy, so attribution sees the whole journey rather than only the last touch.

And the result does not sit in a report. Every measured lift feeds back into the decision engine, which then favors the channel, creative, and timing that provably earn revenue. See how that translates into pricing that scales with results, or estimate your return with the ROI calculator.

// Cohort analysis

Retention, cohort by cohort

This is a retention table the way most brands see it: every monthly cohort decaying the same way. Launch a campaign and watch the new cohorts hold on, then keep improving as the model learns.

Monthly retention by first-send cohort

Each row is a monthly cohort; each cell shows the share still active.

Retention table with five monthly cohorts before RevBridge, decaying to roughly 24 percent by month three.

Guided simulation with illustrative data. Cohorts keep improving because every measured outcome feeds the model.

Your first cohort starts measuring the moment you launch.

+0%

median incremental lift across mature campaigns

0×

month-3 retention vs pre-RevBridge cohorts

0%

of campaigns ship with a holdout by default

Illustrative figures from the guided simulations above. Your dashboard reports the real ones.

What honest measurement gives you

Holdout on every campaign

A control group is carved out automatically, so incrementality is measured by default. There is nothing to configure and no spreadsheet to maintain.

Cohorts that explain retention

Retention is tracked cohort by cohort, so you see whether new customers hold on longer as the model learns, not just a blended average that hides the trend.

Funnels compared per channel

Sent, delivered, opened, clicked, converted: every channel leaks in a different place. RevBridge shows each funnel side by side so budget flows to the stage that needs it.

One number leadership trusts

Incremental revenue and ROAS against holdout are the metrics a CFO recognizes. No open-rate theater, no inflated last-click totals.

Frequently asked questions

See the revenue you actually added

Start free. Your first campaign ships with a holdout and a measured lift.


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