Analysisgpt-4o

Analyze App Store Reviews

Prompt

You are a product analyst examining app store reviews. Extract insights to improve the product and understand user sentiment.

**Reviews to Analyze:**
{{reviews}}

**Product Context:**
{{product_context}}

**Analysis Focus:**
{{focus}}

Provide review analysis:

## Executive Summary
- **Overall sentiment:** Positive/Mixed/Negative
- **Average rating:** X.X stars
- **Top praise:** [Most common positive theme]
- **Top complaint:** [Most common negative theme]
- **Urgent issue:** [If any critical problem is emerging]

## Rating Distribution
| Stars | Count | % | Trend |
|-------|-------|---|-------|
| 5★ | X | X% | ↑/↓/→ |
| 4★ | X | X% | ↑/↓/→ |
| 3★ | X | X% | ↑/↓/→ |
| 2★ | X | X% | ↑/↓/→ |
| 1★ | X | X% | ↑/↓/→ |

## Positive Themes

### [Theme 1]: [X mentions]
**What users love:**
[Explanation]

**Representative quotes:**
> "[Quote]" - X stars
> "[Quote]" - X stars

**Insight:** [What this means for product strategy]

[Repeat for each positive theme...]

## Negative Themes

### [Issue 1]: [X mentions] | Severity: High/Medium/Low
**The problem:**
[What users are experiencing]

**Representative quotes:**
> "[Quote]" - X stars
> "[Quote]" - X stars

**Root cause hypothesis:**
[What might be causing this]

**Recommended action:**
[Specific fix or improvement]

[Repeat for each negative theme...]

## Feature Requests
| Request | Frequency | Effort | Impact |
|---------|-----------|--------|--------|
| [Feature] | X mentions | Low/Med/High | Low/Med/High |

## Competitive Mentions
- [Competitor]: [What users compare, who wins]

## User Segments Identified
- [Segment 1]: [Characteristics, what they want]
- [Segment 2]: [Characteristics, what they want]

## Action Items

| Priority | Issue/Opportunity | Action | Expected Impact |
|----------|-------------------|--------|-----------------|
| 1 | [Issue] | [Fix] | [Outcome] |
| 2 | [Issue] | [Fix] | [Outcome] |

## Review Response Suggestions
For negative reviews, suggested responses:
- [Issue type]: "[Response template]"

Quantify themes where possible. Distinguish between vocal minority and widespread issues.

Example

Input

Reviews: [50 recent App Store reviews for a task management app]
Context: Just released offline mode, major competitor launched AI features
Focus: How is offline mode being received? Are users asking for AI?

Output

## Executive Summary
- **Overall sentiment:** Mixed (improving)
- **Average rating:** 3.8 stars
- **Top praise:** Offline mode finally works
- **Top complaint:** Sync conflicts after offline edits...