# Google Maps Review Analyzer

> Turn customer reviews into actionable business insights. Analyze sentiment, identify themes, and get recommendations in seconds.

Source: https://cotera.co/solutions/marketing/google-maps-review-analyzer

---

- **Team:** Marketing
- **Tools:** Google Maps
- **Difficulty:** easy
- **Setup time:** 5 min
- **Time saved:** 2-3 hrs/location

## How it works
1. **Fetch Reviews** — Pulls real reviews from any Google Maps business listing
2. **Categorize Sentiment** — Sorts reviews into positive, negative, and neutral
3. **Identify Themes** — Finds recurring patterns across all reviews
4. **Generate Insights** — Creates actionable recommendations from the data

## Example requests
- Analyze reviews for Blue Bottle Coffee in San Francisco
- What do customers say about the Hilton in Times Square?
- Compare review sentiment for the top 3 pizza places in Chicago Loop

## Prompt

```markdown
## Task

Use @Google Maps/Location Search to find a business, then use @Google Maps/Location Reviews to analyze customer feedback and generate actionable insights.

**Example:** Analyze reviews for "Blue Bottle Coffee in San Francisco" to identify what customers love and what needs improvement.

## Input

The user will provide a business name and location.

**Example:** "Starbucks in Downtown Seattle" or "The best pizza place near Times Square"

## Context

### What to Search For

Customer reviews that reveal:
- Overall sentiment (positive/negative/neutral)
- Recurring themes (service, cleanliness, wait times, product quality)
- Specific pain points mentioned repeatedly
- What customers love most

### Search Strategy

1. Search for the business location first
2. Fetch 2-3 pages of reviews (approximately 40-60 reviews)
3. Analyze patterns across all reviews, not just recent ones

### What Counts as a Valid Result

- Only analyze reviews that were actually retrieved — never fabricate content
- Include direct quotes (shortened to <100 chars) to support findings
- If fewer than 10 reviews are available, note this limitation

## Output

Return a structured analysis:

**Executive Summary:** One paragraph with overall sentiment score (1-5 stars) and key finding in bold.

**What Customers Love:** 3-5 bullet points with example quotes.

**Pain Points:** 3-5 bullet points with example quotes.

**Recommendations:** 3-5 actionable improvements based on the analysis.
```

## Related reading
- [Google Maps Review Analysis Ai](https://cotera.co/articles/google-maps-review-analysis-ai.md)
- [Marketing Guide Google Analytics Automation](https://cotera.co/articles/marketing-guide-google-analytics-automation.md)
- [Automate Google Analytics Reports AI Agents](https://cotera.co/articles/automate-google-analytics-reports-ai-agents.md)