SaaS Analytics

AI analytics for
SaaS founders

MRR, ARR, NRR, churn cohorts, CAC payback, LTV/CAC, computed in under 60 seconds from any CSV or Stripe export. No SQL required.

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Free plan · 100 credits/mo · No SQL required

Every SaaS KPI, computed automatically

Upload your data once. Analyst's AI analyst engine computes the full saas metric suite, no formulas, no SQL, no analyst required.

MRR / ARR

sum of active monthly recurring revenue × 12

Net Revenue Retention (NRR)

(start MRR + expansion − churn − contraction) / start MRR

Gross Revenue Retention (GRR)

(start MRR − churn − contraction) / start MRR

CAC Payback Period

CAC / (ARPU × gross margin)

LTV / CAC ratio

(ARPU × gross margin / monthly churn) / CAC

Monthly logo + $ churn

(churned customers / start customers); (churned MRR / start MRR)

COMPUTED OUTPUT

Net revenue · 180 days

$5.20M

= Σ gross_amount − refunds · 24,623 orders

Gross margin

53.8%

= (rev − cogs) / rev

Repeat order rate

23.4%

= repeat orders / orders

Verified

Σ gross_amount over 24,623 orders = $5.20M

df["gross_amount"].sum()→ $5.20M

SOURCE cascade_orders.csvORDERS 24,623ENGINE PYTHON · IN-BROWSER

Stop spending your week in Excel

Analyst handles the repetitive analysis so you can focus on decisions.

Spreadsheet hell to track NRR each month

Don't know CAC payback by acquisition channel

No view of cohort retention by signup month

Manually building investor metrics decks

Ask Analyst anything

Just type, no SQL, no formulas. Ask Analyst anything about your clients:

Compute MRR, NRR, and CAC payback from this Stripe export

Build a monthly cohort retention curve

Show me churn by plan tier and identify the worst-performing one

Generate an investor metrics one-pager for last quarter

Three steps to saas insights

Upload your data

CSV, Excel, PDF, or connect your saas platform directly. CSV up to 250MB per file.

AI does the analysis

The Analyst computes every relevant KPI, flags risks, and generates charts in under 60 seconds.

Get shareable insights

Download PDFs, share dashboards, embed charts, schedule re-runs. Built for execs and teams.

$15/month. No analyst required.

Pro plan = unlimited datasets, all AI models, scheduled re-runs, advanced connectors.

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SaaS analytics. FAQ

Can Analyst connect to Stripe directly?

Yes. Analyst connects to Stripe via OAuth and pulls subscriptions, charges, and customer metadata. You can also upload CSV exports if you prefer.

Which SaaS metrics does Analyst compute automatically?

MRR, ARR, NRR, GRR, monthly logo churn, monthly $ churn, ARPU, CAC payback period, LTV, LTV/CAC ratio, and cohort retention. Analyst flags unhealthy values (e.g. NRR < 100%, CAC payback > 18 months).

Is Analyst cheaper than ChartMogul or ProfitWell?

Yes. ChartMogul starts at $129/mo, ProfitWell pricing is opaque. Analyst Pro is $35/mo with unlimited datasets and analyses, plus all SaaS metrics plus general AI analytics across other business domains.

Can I share dashboards with my investors?

Yes, generate a shareable URL or embed charts on your investor update. White-label PDF exports available on Pro+.

AI analytics for SaaS founders