Build a Conversational Weekly Analytics Digest for Founders

1. 1

   Design the briefing before the pipeline

   Write ten fake weekly digests for imaginary businesses until the format sings: five sentences of what changed, two candidate explanations labeled as hypotheses, one suggested action, links to the underlying numbers. The writing standard is the product spec.

2. 2

   Connect the small-business stack

   Web analytics, the commerce platform, the email tool, and ad accounts cover most founders; each integration should install in minutes with read-only scopes and clear data-handling language.

3. 3

   Constrain the AI to the evidence

   The model narrates computed deltas and correlations you hand it; it never invents causes. 'Traffic fell 18 percent, and the drop concentrates in search visits' is safe narration; 'because of an algorithm update' is a hypothesis and must be labeled one. This discipline is the trust moat.

4. 4

   Make follow-up chat genuinely grounded

   Questions like 'which product drove the revenue bump?' answer from the connected data with the query shown on request; 'I cannot tell from the data you have connected' is a required and trust-building answer.

5. 5

   Price as the analyst nobody can afford

   Tens of dollars a month against the alternatives (a fractional analyst, or ignorance) is easy math; an agency tier that white-labels the digest for their clients multiplies distribution.

6. 6

   Let sample digests do the selling

   A free instant 'first briefing' generated on connection is the demo, the aha, and the share object all at once; founder communities forward good briefings, which is how this spreads.

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