Claude
#other

Workflow: weekly product analytics review

Reviews weekly product analytics + recommends product changes.

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ChatGPT
#marketing

Marketing report agent

Turns a month of raw analytics into a 1-page report — what worked, what didn't, what to change next month, in plain English.

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Claude
#data analysis

Monthly Shopify revenue readout

Turns last month's Shopify data into a 1-page readout: what mattered, what to fix, what to ask next.

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Claude
#branding

Review your product analytics and prune what to ignore

Most products track too much. The 8 metrics that matter, the 30 to ignore, and what to instrument next.

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Claude
#productivity

Run an employee engagement survey

Designs an employee engagement survey with the right questions and analysis approach.

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Claude
#branding

Define your activation metric - the 'aha moment' in one number

Find the single user action that best predicts whether they'll stick around — plus the steps to test if you've got the right one.

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Claude
#research

Build a privacy-friendly analytics setup

Sets up analytics that respects privacy + reduces consent fatigue.

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Claude
#research

Build a self-serve analytics culture

Plans the shift from analyst-bottlenecked reporting to self-serve analytics.

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Claude
#marketing

Write a quarterly social media report

Drafts a quarterly social media performance report with insights and next-quarter recommendations.

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Claude
#business

How much each channel costs you per new customer (CAC by channel)

Work out how much each marketing channel is costing you per new customer — and where to put more or less budget.

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Claude
#research

Build an analytics review meeting agenda

Draft a recurring analytics review meeting agenda for the leadership team — what to walk through, in what order, and the questions worth asking.

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Claude
#marketing

Build an attribution model framework

Help a small marketing team pick an attribution model (how to credit which channel made the sale) that fits their tools and budget — without buying expensive software.

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Claude
#marketing

Write a marketing performance dashboard spec

Specifies the metrics, layout, and cadence for a weekly marketing performance dashboard.

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Claude
#business

Build a churn forensics report

Diagnoses churn root causes with cohort, segment, and reason analysis.

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Claude
#data analysis

GA4 funnel drop-off finder

Walks the conversion funnel from visit to purchase and points to the biggest leak in plain English, no GA4 jargon.

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