Research guide
Mobile App Market Research: A Before-You-Build Workflow
Use public app-market evidence to decide what to investigate next—not to pretend a market is guaranteed.
Read the guideAPPGAZERS FIELD NOTES
App market intelligence guides
Practical, source-checked workflows for app market research, competitor analysis, ASO, public ad research, app intelligence tools, and MCP-powered automation.
Market research
Research guide
App Competitor Analysis: Build an Evidence-Based Comparison Set
A competitor map is useful when it improves a product decision, not when it becomes an unverified feature inventory.
Read the guideResearch guide
How to Read App Store Rankings Without Overclaiming
A chart position is a useful research lead when its store, country, category, collection, and date stay attached to the observation.
Read the guideMarket research guide
Google Trends for App Market Research: Use Relative Interest Carefully
A practical method for turning Google Trends comparisons into questions your app research can actually answer.
Read the guideMarket intelligence
Mobile App Publisher Research: Verify Who You Are Comparing
A practical guide to mobile app publisher research, separating verifiable public store developer records from unproven corporate ownership claims.
Read the guideMarket intelligence
App Portfolio Analysis: Measure Concentration and Coverage
A structured method for publisher app portfolio analysis, calculating concentration ratios, deduplicating editions, and avoiding flawed revenue assumptions.
Read the guideMarket intelligence
App Category Analysis: Build a Comparable Research Set
A disciplined framework for app category analysis, replacing broad store category noise with targeted, task-level peer groups.
Read the guideMarket research
Mobile App Market Size: Build a Bounded Bottom-Up Estimate
Build a bounded bottom-up mobile app market size estimate by sampling observable competitors, defining transparent scenarios, and avoiding top-down traps.
Read the guideMarket research
Mobile App Market Trends: Separate Persistence from Spikes
Evaluate mobile app market trends by separating temporary promotional rank spikes from persistent cohort adoption across rankings, reviews, and search.
Read the guideCompetitor research
App Competitor Benchmarking: Build a Fair Comparison Table
Build fair app competitor benchmarking tables by segmenting peers by lifecycle stage and monetization, handling missing data, and calculating median baselines.
Read the guideCompetitor research
App Competitor Tracking: Build a Weekly Research Routine
Build a structured weekly app competitor tracking routine using store watchlists, observed alerts, and manual decision logs to monitor competitor moves.
Read the guideMarket intelligence
App Market Data Quality: Check Coverage Before Comparing Tools
A practical framework to evaluate mobile app market data quality, assessing evidence provenance, collection freshness, geographic coverage, and gaps.
Read the guideMarket intelligence
App Downloads by Country: What Public Store Data Can Tell You
An honest guide to geographic app store data, contrasting first-party developer console telemetry with public country charts and global download models.
Read the guideMarket research
App Market Glossary: 25 Terms with Live Examples
ASO, storefronts, chart ranks, keyword scores, Apple Ads, IAP and IAA, ARPDAU, LTV, retention and estimate bands, defined in a sentence or two with a live page to look at.
Read the guideASO & keywords
ASO guide
App Store Keyword Research: An iOS Discovery Workflow
Use iOS search language and top-result evidence to form a product-page hypothesis; AppGazers does not edit listings or run experiments for you.
Read the guideASO guide
Google Play Keyword Research: An Android Listing Workflow
Android keyword research deserves its own method because Google Play listing controls and discovery context are not the iOS App Store.
Read the guideASO guide
Best Free ASO Tools (2026): 13 Options Compared by Job
Thirteen genuinely free ASO options, sorted by job and labeled free or freemium, plus the popular tools that only offer a trial.
Read the guideASO guide
ASO vs SEO: Where App Discovery Research Belongs
Separate app store discovery from website search. Learn where keyword research, technical indexing, and conversion optimization belong for each channel.
Read the guideASO guide
ASO Checklist: Audit Your Store Listing Before a Release
A pre-release ASO checklist covering title limits, keyword fields, preview assets, and store compliance without relying on unverified ranking weights.
Read the guideMeasurement guide
ASO KPIs: Build a Measurement Plan for Store Growth
Establish primary ASO key performance indicators, choose consistent denominators across App Store Connect and Google Play, and diagnose funnel drop-offs.
Read the guideASO guide
App Keyword Search Volume: Read Demand Scores Correctly
App store keyword demand scores are relative proxies, not exact search counts. Learn how to compare keyword demand without mistaking normalized indexes for volume.
Read the guideASO guide
ASO Keyword Gaps: Find Relevant Terms Competitors Miss
A structured method to find high-relevance search terms where competitors lack visibility, without confusing opportunity scores with guaranteed store demand.
Read the guideKeyword tracking
App Store Keyword Tracking: Diagnose Changes Over Time
Learn how to track App Store and Google Play keywords over time, distinguish missing observations from true rank loss, and take diagnostic action.
Read the guideLocalization
App Store Localization Checklist for a New Market
A structured checklist for expanding your mobile app into new markets, evaluating cultural nuance, visual assets, and customer support readiness.
Read the guideConversion optimization
App Store Product Page Optimization: Plan a Useful Test
How to plan an App Store Product Page Optimization test in App Store Connect, analyze competitor creative, and correctly evaluate conversion results.
Read the guideStore listing experiments
Google Play Store Listing Experiments: From Research to Test
Learn how to plan and run localized text experiments in Google Play Console, interpret Bayesian conversion intervals, and verify 1-day retention.
Read the guideCreative optimization
App Store Screenshots: Turn Competitor Research into a Brief
Learn how to turn competitor screenshot research into an original, high-converting three-screen brief with accessibility and localization checks.
Read the guideASO guide
App Icon Research: Compare Designs Before Testing
A practical method to audit competitor app icons, avoid visual confusion, and select distinct treatments for store listing experiments.
Read the guideASO guide
Seasonal ASO Strategy: Plan Research Around Demand Changes
A structured research method for seasonal ASO strategies, separating cyclical search spikes from enduring demand using normalized trend proxies.
Read the guideASO guide
Managing App Store Ratings and Reviews After a Release
A post-release guide to managing app store ratings and reviews, covering triage workflows, developer replies, and the Apple rating-reset decision.
Read the guideEstimates & monetization
Monetization research
App Pricing Intelligence: Compare Public Purchase Options
Conduct app pricing intelligence by normalizing public in-app purchases, comparing subscription billing intervals, and avoiding misleading SKU assumptions.
Read the guideMonetization guide
App Monetization Models: Match Payment to Product Value
How to choose between paid downloads, unlocks, consumables, subscriptions, and mobile ads based on value delivery cadence and operational costs.
Read the guideMonetization guide
IAP vs IAA: Research Purchases and Advertising Separately
How to separate in-app purchase estimates from in-app advertising revenue, analyze ad monetization tradeoffs, and avoid false revenue assumptions.
Read the guideResearch guide
App Subscription Revenue: What Public Estimates Cannot Show
Why public app store revenue estimates cannot be multiplied to calculate ARR, how cash flow diverges from MRR, and how to analyze mobile subscriptions safely.
Read the guideResearch guide
How Do Free Apps Make Money? Research Beyond the Download Price
A practical audit checklist for uncovering how free apps generate revenue, from in-app purchases and ads to off-store web SaaS and hardware ecosystems.
Read the guideMarket data
How Much Money Do Apps Make? Modeled Revenue by Chart Position (2026)
Original AppGazers data: what apps at No. 1, No. 50, No. 100 and No. 200 of the US top-grossing charts were modeled to gross for the recorded period ending August 31, 2026 (start unrecorded), with uncertainty bands.
Read the guideReviews & ads
Research guide
App Store Review Analysis: Turn Public Feedback Into Product Questions
Public reviews are directional qualitative evidence. Preserve their context, look for patterns, and validate the resulting hypothesis with the people you serve.
Read the guideCreative research guide
Meta Ad Library for App Competitor Research: A Compliant Workflow
Meta Ad Library is a public creative-research source, not a complete performance dashboard or permission to reuse another brand’s creative.
Read the guideCreative research guide
Google Ads Transparency Center for App Research
Google’s public ads surface can inform an original research hypothesis; it is not a competitor campaign dashboard.
Read the guideAnalytics guide
Google Play Review Analysis: Investigate Version-Specific Issues
A technical workflow for triaging Google Play reviews by version, date, stars, and country to isolate release bugs, regressions, and user friction.
Read the guideCompetitor analysis
App Competitor Review Analysis: Turn Complaints into Questions
A practical method to audit competitor app reviews, build a cross-competitor unmet-needs matrix, and turn complaints into customer interview questions.
Read the guideResearch guide
App Review Sentiment Analysis: A Manual Research Workflow
A manual research workflow for mobile app review sentiment analysis, covering coding taxonomies, mixed sentiment handling, and inter-coder agreement.
Read the guideBuyer guides & comparisons
Comparison
AppKittie vs Peekly (2026): Features, Pricing and a Free Option
A neutral side-by-side of AppKittie and Peekly: estimates, ads, paywalls, onboardings, organic video, keywords and price, with a free option for the overlapping jobs.
Read the guideBuyer guide
Mobile App Intelligence: What It Is and the Best Tools by Job (2026)
A definition of mobile app intelligence, what the data can and cannot tell you, and a job-based comparison of AppGazers, Sensor Tower, Appfigures, AppTweak, MobileAction, AppMagic, Similarweb, AppKittie and Peekly.
Read the guideBuyer guide
Best Free App Revenue Estimators (2026): How They Compare
Competitor revenue estimators and revenue calculators answer different questions. Here is how the free options compare, and how to read any estimate safely.
Read the guideBuyer guide
Best Mobile Ad Creative Research Tools (2026): Free and Paid Compared
Where to find competitor app ads for free, what each library actually covers by network and region, and when a paid ad-intelligence tool is worth it.
Read the guideBuyer guide
Best App Market Research Tools for Indie Developers (2026)
Validate an app idea with free and low-cost tools: first-party store data, AppGazers, Google Trends, and the paid tools worth adding later.
Read the guideBuyer guide
Best App Store Review Analysis Tools (2026): Free and Paid Options
Two different jobs share one name: replying to your own reviews and mining competitors’ reviews for product gaps. Here are the tools for each.
Read the guideAI & MCP
MCP guide
App Market Research MCP: Connect AppGazers to an AI Agent
The practical MCP workflow: connect with OAuth, ask bounded questions, verify sources, and keep automation under human review.
Read the guideMCP setup guide
Connect AppGazers to ChatGPT for App Market Research
A ChatGPT-specific setup guide that separates desktop/IDE MCP setup from ChatGPT web Developer mode.
Read the guideMCP setup guide
Connect AppGazers to Claude Code and Claude for App Research
Two Claude paths, one safe endpoint: hosted connectors differ from Claude Code’s remote MCP configuration.
Read the guideMCP setup guide
Connect AppGazers to Grok: What xAI MCP Supports
A careful Grok MCP guide: connector, API, and Build have different requirements, and AppGazers OAuth has not been live-tested in Grok.
Read the guideMCP workflow
MCP ASO Keyword Research: An Evidence-First AI Workflow
A repeatable, human-reviewed ASO workflow that asks an AI agent to retrieve and organize evidence rather than invent keyword strategy.
Read the guideMCP workflow
MCP App Research Automation for Developers: Build a Human-Reviewed Loop
A developer workflow for repeatable app research without pretending that an MCP server schedules jobs or makes irreversible decisions safe.
Read the guideMCP guide
Connecting AppGazers to Gemini CLI for Mobile App Intelligence
Learn how to connect the AppGazers MCP server to Gemini CLI via Streamable HTTP, navigate Google OAuth, and run mobile app market intelligence.
Read the guide