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Prompt to Prepare a Shopping Cart from a Recipe Photo

The author reports that Grok Bot receives a recipe photo, organizes the ingredients and quantities, and creates a shopping list by excluding ingredients already available at home.

Grok Bot
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Marketing & Design

Investigating Anomalies in Ad Creative Performance Using Multiple Tools

Triple Whale has shared a workflow for investigating anomalies in ad creative performance using SQL, code, and image analysis tools.

Claude

How it works

  1. The author connects ad performance and creative data to analysis tools and asks questions about changes to check.
  2. The author creates an analysis plan and uses SQL, code execution, image analysis, search, and prediction tools, adjusting the analysis methods based on intermediate results.

Results

Triple Whale describes a process of investigating anomalies in ad creatives using multiple analysis tools and modifying the analysis according to intermediate findings.

Notes

This is an explanation of ad analysis operations published by a company. Figures for time savings or revenue improvement have not been independently verified.

Source

Triple Whale / Claude 고객 사례 Original post ↗

Example prompt · Claude

Goal: Investigate anomalies in ad creative performance using multiple analysis tools.

Input/Environment: [Ad performance data], [Creative images], [Comparison period], [Readable analysis tools].

Reference original: https://claude.com/customers/triple-whale

Prepare an implementation or workflow that can be followed in a test environment, based on the published workflow. Do not speculate about internal code or settings not disclosed in the original; if alternative connections are needed, indicate this.

Required connections and data: Connect ad performance and creative data to analysis tools and ask questions about changes to check.

Agent actions to implement: Create an analysis plan and use SQL, code execution, image analysis, search, and prediction tools, adjusting the analysis methods based on intermediate results.

Scope of actions: This is an explanation of ad analysis operations published by a company. Figures for time savings or revenue improvement have not been independently verified.

The deliverable is a list of anomalies by ad creative and the basis for further analysis. Also summarize the necessary setup steps and actual execution methods. After checking the results returned by the tools, select the next task, and separately note any data or actions that could not be accessed or executed.

Verification: Investigate separately the creatives with sudden performance changes and missing data, and check whether the model's explanations match the actual query/calculation results. Show the inputs and actual outputs used for verification, and distinguish any items not yet confirmed.