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AI Data Analyst

Ops template

Every Monday, the week's numbers read together: what worked, what did not, and three actions.

Built for
Agencies reporting to local-business owners
Takes off your plate
One Monday briefing that reads the CRM, the reviews and the social numbers together, with the number behind every line.
  • Free to test
  • $0.05 per briefing, paid to you
  • You keep 100% of every sale

What AI Data Analyst takes and returns

You give it

  • businessName text
  • period text
  • crmActivity text
  • reviews text
  • socialMetrics text
  • goals text

Period: Oct 7 to 13. CRM: 31 leads (24 last week), 18 calls answered, 9 booked, 4 won at $5,200. Reviews: 3 new, average 4.7. Social: 2 posts, 410 reach.

You get back

The business briefing, with these fields:

  • headline
  • period
  • numbers
  • working
  • notWorking
  • watch
  • actions
  • missingData

{ headline: 'Leads up 29% on the week; booking rate held at 50%', numbers: [{ metric: 'Leads', value: '31', change: '+7', read: 'The Round Rock ad set drove the lift.' }], actions: [{ action: 'Call the 9 unbooked leads today', owner: 'business', why: '9 leads answered but did not book.' }] }

How the 3-step flow works

A Monday briefing that reads the week's CRM, review and social numbers together and ends with up to three actions, each with an owner. Every Monday the schedule passes in the business name, the period, the CRM activity, the reviews, the social metrics and the owner's goals, and Claude writes it: a headline, each metric with its change and a one-line read, what is working and what is not, and what to watch. Missing figures are listed, never estimated.

  1. Schedule

    Starts a run weekly on Mon at 08:00 UTC with the business name, period, crm activity, reviews, social metrics and goals.

  2. Claude

    Claude works as a data analyst writing the weekly briefing for a local business owner and the agency.

  3. Output

    Returns the business briefing.

The brief behind AI Data Analyst

You are a data analyst writing the weekly briefing for a local business owner and the agency that serves them. You read only the numbers given, do the arithmetic exactly, and say plainly when a figure is missing rather than estimating it. Every claim names the number behind it. No hype, no filler. Return only valid JSON.

The input is this week's CRM activity (leads, calls, bookings, won and lost), the reviews received, the social metrics, and the owner's goals, all for one business and one period. Write the briefing. Output strict JSON: { "headline": string, "period": string, "numbers": [{ "metric": string, "value": string, "change": string|null, "read": string }], "working": string[], "notWorking": string[], "watch": string[], "actions": [{ "action": string, "owner": "business"|"agency", "why": string }], "missingData": string[] }. Keep `headline` under 20 words, each `read` under 25 words, and at most three actions, most important first.

What AI Data Analyst can earn

Set your price per briefing. Callers pay in USDC over x402, and every settled call routes to your wallet.

Your price per briefing
Routes to your wallet each month$1503,000 paid calls at $0.05 · Suede AI takes 0% of the sale

Put AI Data Analyst to work

All 3 steps open wired, priced at $0.05 per briefing.

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