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Feature 02

Ask anything. Get a cited answer.

Type a question. Truefold runs it against your semantic layer, returns the number with a chart, and shows you the source data and SQL it used. Every answer is traceable; nothing is invented.

02 · Natural-language queries

Ask anything in English. Get cited answers.

Type a question. Truefold runs it against your reconciled semantic layer, returns the number and a chart, and cites the source data and SQL it used. No black box, no hallucinations: every answer is traceable.

  • Pre-built question library: 8-12 starter questions per warehouse, tailored to your data
  • Source-cited answers: every chart shows the tables and SQL behind it
  • Conversational follow-ups: drill into a number without restarting
  • Export answers as CSV, JSON, or share a permalink with your team
In practice

"What's our blended CAC for new customers acquired through Klaviyo flows last quarter?" → $14, with breakdown by flow and a chart of cohort trends. Answered in under 4 seconds.

Truefold chat

What's our true ROAS by campaign last month?

Your top 3 Meta campaigns by reconciled ROAS:

  • Holiday Push4.1×
  • Brand Lookalike3.8×
  • Spring Restock 20263.4×
Sources: meta_ads.campaign_stats · shopify.order

Which Klaviyo flow drove the most LTV?

Welcome Series 3: average LTV $312 across 1,142 subscribers.

Sources: klaviyo.flow · klaviyo.event · shopify.customer

Show how that flow's LTV has trended over 6 months.

Welcome Series 3 is up 38% since January. The new opt-in copy is paying off.

$245$338JanFebMarAprMayJun
Sources: klaviyo.flow · klaviyo.event · shopify.customer · shopify.order
  • Read-only on every source.

    Truefold pulls; it never writes. No platform changes, no risk of clobbering your data.

  • You own everything.

    Metric definitions, customer segments, queries: all exportable. Leave any time with what you built.

  • We don't train on your data.

    Your business data never enters a model training set. Single-tenant by default.

Ready to see your real numbers?

Beta access is rolling out to ecommerce brands a few at a time. Tell us about your stack.