ChatGPTSalesRevenue growthAI score · 81/100AI-assisted edit · no obvious prompt-injection riskX

Analyze Google Reviews with AI to Find Customer Churn Causes

Paste 20 Google reviews into ChatGPT or Claude to identify the 3 fastest fixes from a potential customer's perspective

BeginnerStepsPromptTip
Who
Local service business owners, store operators, marketing staff
You get
Quickly spot issues in existing Google reviews that drive customers to competitors, with 3 immediately actionable improvement suggestions
You need
ChatGPT

Constraints

No additional tools needed. Requires: ChatGPT or Claude account, 20 Google reviews from your own business as plain text. Copy reviews and paste into the chat. Estimated time: about 2 minutes. Output is natural language analysis; human judgment required to prioritize and implement.

What they did

Author soul_zah shared a single-prompt template on X: have AI act as a potential customer comparing local service businesses, analyze 20 Google reviews to identify what would cause them to choose a competitor, and return the 3 fastest fixes.

How it went

Author reports the operation takes about two minutes and the results are 'usually humbling.' This is an author report; not verified by this site.

Worth knowing

Source does not explain how to bulk-export Google reviews; manual copying or third-party tools may be needed in practice. Output is qualitative analysis, not quantitative data; fix prioritization requires business judgment. No filled example provided for [service]/[city]; incorrect variable substitution may skew analysis toward the wrong market.

Steps

  1. Prepare review data and prompt

    Open your business's Google reviews page and copy the text of the last 20 reviews (or export as plain text). Also copy the prompt below for later use.

  2. First test run and human confirmation

    Before the first real run, test with sample data and confirm with a human before any send/write/delete to external systems.

  3. Paste and run analysis

    In a new ChatGPT or Claude conversation, paste the prompt below first (replace [service] with your service type and [city] with your city), then paste the 20 reviews in the same message or a follow-up message, and send.

    Execution prompt · Source text。ChatGPT or Claude message input; replace [service] and [city] variables before sending

    Act as a customer comparing local [service] businesses in [city]. Based on these reviews, what would make you call a competitor instead? Give me the 3 fastest fixes.

Prompt you can copy

Reference prompt · Source text。Confirm the destination, input variables and output format before use.

This block is the prompt. Ads are never placed here.

Act as a customer comparing local [service] businesses in [city]. Based on these reviews, what would make you call a competitor instead? Give me the 3 fastest fixes.

Replace [service] and [city] in the prompt with actual values before sending; paste review text in the same or next message to maintain context continuity.

Source

粘贴最近 20 条 Google 评价，让 AI 扮顾客找出流失原因与 3 个最快修复 · soul_zah · X · 2026-10-20T21:05:00.000Z

Comments & feedback

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