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Revenue Intelligence

Revenue Analyst

Connects your payment data to advertising spend. MRR trends, churn signals, and true CAC. Not vanity metrics.

The Revenue Analyst has read/write access to Stripe and Google Ads. It can query billing data, identify at-risk customers, issue refunds, and adjust ad campaigns based on actual revenue outcomes.

Stripe
Ads

MRR

$127K+12%

Churn

2.1%-0.3%

LTV

$2,847+8%

How it works

Follow the money

Revenue questions need revenue data. Not guesses.The Revenue Analyst queries the source.

The Money Trail

Where does revenue come from?

Not just totals. The actual breakdown. Which customers, tiers, and cohorts drive your MRR? Where's the concentration risk?

Following the money

Where does revenue actually come from?

Enterprise tier$89K (70%)
Pro tier$31K (24%)
Starter tier$7K (6%)
3 accounts = 42% of MRR

The Churn Signal

Who's about to leave?

Payment failures, usage drops, login patterns. Identify at-risk customers before they cancel, when you can still save them.

Churn signals detected

17 accounts showing warning signs

Payment failures (3x)4 accounts
Usage dropped 60%+8 accounts
No logins this month5 accounts
$24K MRR at risk

The LTV Calculation

What's a customer worth?

Lifetime value by segment, acquisition channel, and cohort. Not averages. The specific numbers that drive decisions.

1 agents working
0:08
Revenue Analyst

Querying Stripe MRR...

The CAC Connection

Is ad spend profitable?

Connect Google Ads spend to actual Stripe revenue. True ROI by campaign, not vanity metrics.

Key Insight

Enterprise customers from Google Ads have 3.2x higher LTV than organic

LTV by Acquisition Channel

Google Ads
$2,847
Organic
$890
3.2x higher LTV

$47 CAC yields $2,847 LTV. Increase enterprise ad budget by 40%.

cac-analysis.md
channel-roi.md

Sound familiar?

Questions about money

These used to require exporting CSVs and building spreadsheets. Now they take one question.

1

Why did our MRR drop last week?

investigated

Enterprise segment churned 3 customers

$12K MRR lost. All had payment failures before canceling.

2

Which customers are at risk of churning?

investigated

17 accounts showing warning patterns

Payment failures + reduced usage = $24K at risk this month

3

What's our true CAC by channel?

investigated

Google Ads: $47 | Organic: $12 | Referral: $8

But Google Ads customers have 3x higher LTV. Still worth it.

Capabilities

What Revenue Analyst can do

Full Stripe and Google Ads access. Read and write.

Full access

Stripe read + write

Query subscriptions, invoices, and customers. Issue refunds, apply credits, modify plans.

Subscriptions
Invoices
Customers

Multi-tenant

Multiple Stripe projects

Analyze revenue across all your apps from one question.

SaaS Pro

$89K

Widget Co

$34K

API Hub

$12K

Actions

Write access

Apply credits, adjust ad campaigns, take action on insights.

Apply credit
Adjust campaign

Analysis

Cohort retention

Track how each cohort retains over time. Spot degradation early.

W1W2W3W4W5
Jan
100
82
74
68
62
Feb
100
78
65
58
Mar
100
85
72
Apr
100
80

Integrations

Connected data sources

Revenue Analyst cross-references these sources for compound intelligence.

StripeRead + Write
Google AdsRead + Write

Ready to ask?

Stop guessing about revenue

Connect your Stripe and Google Ads. Ask your first revenue question.

Get started
Your data never trains AI
Every source cited