--- title: "Analysis Report Template" description: "Use this template to produce the final analysis report. Fill in all sections based on the review data collected. Delete any instructions in brackets." type: skill canonical_url: https://claudary.paisolsolutions.com/skills/analysis-report-template source: "Claudary" difficulty: intermediate author: "Claude Code Knowledge Pack" date: 2026-07-10T11:07:29.195Z license: CC-BY-4.0 attribution: "Analysis Report Template — Claudary (https://claudary.paisolsolutions.com/skills/analysis-report-template)" --- # Analysis Report Template Use this template to produce the final analysis report. Fill in all sections based on the review data collected. Delete any instructions in brackets. ## Overview # Analysis Report Template Use this template to produce the final analysis report. Fill in all sections based on the review data collected. Delete any instructions in brackets. --- # App Review Analysis: [App Name] **Platform:** [iOS App Store / Google Play / Both] **Analysis Date:** [Date] **Mode:** [Competitive Analysis / Own App Management] **Reviews Analyzed:** [Total count] **Rating Distribution:** [e.g., 4.2 avg — 45% 5-star, 25% 4-star, 10% 3-star, 8% 2-star, 12% 1-star] --- ## Executive Summary [2-3 sentences summarizing the key findings. What is the overall sentiment? What is the single biggest opportunity or issue?] --- ## Theme Frequency Table | Rank | Category | Count | % of Reviews | Avg Rating | Trend | | ---- | ---------- | ----- | ------------ | ---------- | ---------------- | | 1 | [Category] | [N] | [X%] | [X.X] | [Up/Down/Stable] | | 2 | [Category] | [N] | [X%] | [X.X] | [Up/Down/Stable] | | 3 | [Category] | [N] | [X%] | [X.X] | [Up/Down/Stable] | | 4 | [Category] | [N] | [X%] | [X.X] | [Up/Down/Stable] | | 5 | [Category] | [N] | [X%] | [X.X] | [Up/Down/Stable] | | 6 | [Category] | [N] | [X%] | [X.X] | [Up/Down/Stable] | --- ## Sentiment Trend **Overall Direction:** [Improving / Declining / Stable] | Period | Avg Rating | Volume | Notable Shifts | | ------------------- | ---------- | ----------- | ----------------- | | [Most Recent Month] | [X.X] | [N reviews] | [Key observation] | | [Previous Month] | [X.X] | [N reviews] | [Key observation] | | [2 Months Ago] | [X.X] | [N reviews] | [Key observation] | **Analysis:** [2-3 sentences on what is driving the sentiment trend. Correlate with app updates, pricing changes, or external events if visible.] --- ## Top 5 Pain Points ### 1. [Pain Point Title] - **Category:** [Bug Report / UX Complaint / etc.] - **Frequency:** [N mentions] - **Severity:** [Critical / High / Medium] - **Representative Quotes:** - "[Direct quote from review]" — [Rating], [Date] - "[Direct quote from review]" — [Rating], [Date] - **Pattern:** [What do these complaints have in common?] ### 2. [Pain Point Title] [Same structure as above] ### 3. [Pain Point Title] [Same structure as above] ### 4. [Pain Point Title] [Same structure as above] ### 5. [Pain Point Title] [Same structure as above] --- ## Top 5 Praised Features ### 1. [Feature Name] - **Frequency:** [N mentions] - **Representative Quotes:** - "[Direct quote from review]" — [Rating], [Date] - "[Direct quote from review]" — [Rating], [Date] - **Why Users Love It:** [1-2 sentences on the underlying value] ### 2. [Feature Name] [Same structure as above] ### 3. [Feature Name] [Same structure as above] ### 4. [Feature Name] [Same structure as above] ### 5. [Feature Name] [Same structure as above] --- ## Opportunity Summary [For Competitive Analysis mode — fill this section] ### Gaps to Exploit | Gap | Evidence | Opportunity Size | Difficulty | | ----------------- | ---------------------- | ---------------- | -------------- | | [Gap description] | [N complaints, quotes] | [High/Med/Low] | [High/Med/Low] | | [Gap description] | [N complaints, quotes] | [High/Med/Low] | [High/Med/Low] | | [Gap description] | [N complaints, quotes] | [High/Med/Low] | [High/Med/Low] | ### Strengths to Match | Competitor Strength | User Evidence | Must Match? | | ------------------- | ------------- | ---------------------- | | [Feature/quality] | [Quote/count] | [Yes/No/Differentiate] | | [Feature/quality] | [Quote/count] | [Yes/No/Differentiate] | | [Feature/quality] | [Quote/count] | [Yes/No/Differentiate] | ### Recommendation [2-3 sentences: What is the single best opportunity? What would a competing app do differently based on this analysis?] --- ## Action Plan [For Own App Management mode — fill this section] ### Fix First (Critical Priority) | Issue | Priority Score | Evidence | Target Fix Date | | ------- | -------------------------- | ----------- | --------------- | | [Issue] | [Score = count x severity] | [Top quote] | [Date] | | [Issue] | [Score] | [Top quote] | [Date] | | [Issue] | [Score] | [Top quote] | [Date] | ### Add Next (Feature Requests) | Feature | Request Count | Top Quote | Roadmap Status | | --------- | ------------- | --------- | --------------------------------- | | [Feature] | [N] | "[Quote]" | [Planned/Considering/Not Planned] | | [Feature] | [N] | "[Quote]" | [Planned/Considering/Not Planned] | | [Feature] | [N] | "[Quote]" | [Planned/Considering/Not Planned] | ### Communicate (Response Needed) | Review | Rating | Issue | Recommended Response Type | | --------- | --------- | ---------- | --------------------------------- | | [Summary] | [N stars] | [Category] | [Bug/Feature/UX/Pricing/Positive] | | [Summary] | [N stars] | [Category] | [Bug/Feature/UX/Pricing/Positive] | ### Monitor (Watch List) - [ ] [Theme to track in next review cycle] - [ ] [Theme to track in next review cycle] - [ ] [Theme to track in next review cycle] --- ## Raw Data Appendix [Optional: include a table of all categorized reviews for reference] | # | Rating | Date | Category | Key Quote | Developer Response? | | --- | ------ | ------ | -------- | --------- | ------------------- | | 1 | [N] | [Date] | [Cat] | "[Quote]" | [Yes/No] | | 2 | [N] | [Date] | [Cat] | "[Quote]" | [Yes/No] | --- Source: [Claudary](https://claudary.paisolsolutions.com/skills/analysis-report-template) · https://claudary.paisolsolutions.com