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SaaS & Technology

SaaS metrics live in three systems that never quite agree: product analytics, billing/Stripe, and the CRM. AnalystIQ joins them and answers questions about activation, expansion, and churn without anyone having to copy-paste between dashboards.

Use cases

Questions you can ask on day one.

These are real prompts you'd type into AnalystIQ. Each runs against the data sources below and returns the chart or table that answers it.

Active accounts by plan

Live count of accounts by plan, with movement over time.

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Number of active accounts by plan at the end of each of the last 6 months.

Feature adoption among churn

What were churned accounts using (or not) before they left?

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Top 5 features adopted by accounts that churned in Q1, vs the same features for accounts that renewed.

MRR movement breakdown

New / expansion / contraction / churn revenue movement.

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MRR movement broken down by new, expansion, contraction, and churn for the last 3 months.

Time to activation

From signup to the first meaningful product event.

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Median time from signup to first project created, by acquisition channel.

PQL conversion

Product-qualified lead → paid conversion by trigger event.

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Trial-to-paid conversion rate by the activation event the user hit first.

Expansion candidates

Accounts approaching plan limits — sales prioritization.

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Accounts on the Starter plan that have used more than 80% of their query allowance this month.

Where this data usually lives

Common sources for SaaS & Technology

Connect any combination. Each connector takes minutes; you scope every one to just the tables and fields you want exposed.

PostgreSQL

Available

Snowflake

Available

BigQuery

Coming soon

Stripe

Coming soon

HubSpot

Coming soon

Mixpanel

Coming soon