AI Agent Use Cases
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AI Agent Use Cases

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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
Life & Hobbies

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Marketing & Design

Analyzing Ad Performance and Modifying Campaigns After Approval

The author reports that an agent retrieved advertising data from Supermetrics, suggested changes, and executed campaign tasks after receiving approval.

Claude

How it works

  1. The author prepared the Supermetrics connection, selected the target advertising account, and set up an approval process to review campaigns.
  2. The author used tools to access real-time advertising data, proposed modifications, and, after human approval, executed campaign creation or modification tasks.

Results

Supermetrics disclosed a workflow that moves from viewing advertising performance to proposing changes and carrying out approved campaign tasks.

Notes

This is a business operation case. The process includes creating new campaigns in a paused state and requiring human approval.

Source

Supermetrics / Claude 고객 사례 Original post ↗

Example prompt · Claude

Goal: Analyze advertising performance through conversation and modify campaigns after approval.

Input & Environment: [Ad test account], [Analysis period], [Campaign conditions], [Approval criteria].

Reference original: https://claude.com/customers/supermetrics

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

Required connections and materials: Prepare the Supermetrics connection, the target advertising account, and an approval process to review campaigns.

Agent actions to implement: Use tools to access real-time advertising data, propose modifications, and, after human approval, execute campaign creation or modification tasks.

Scope of actions: This is a business operation case. The process includes creating new campaigns in a paused state and requiring human approval.

The deliverables are advertising performance analysis and approved campaign modifications. Also organize the necessary setup steps and actual execution methods. After checking the results returned by the tool, select the next task, and separately note any data that could not be accessed or tasks that could not be executed.

Verification: Check whether campaigns are created in a paused state and test that budget and delivery status do not change before approval. Clearly distinguish the inputs used for verification, the actual outputs, and any items not yet confirmed.