“Research your competitor” is easy advice to give and hard to picture. What does the output actually look like — a spreadsheet, a paragraph, a gut feeling? Below is a worked example: a habit-tracking app idea, run against the closest comparable app in that category, module by module, with the kind of output each one produces.
- General Info gives you the competitor's real profile — ratings, cadence, pricing.
- Description Analysis decodes what they emphasize and what they leave out.
- Keyword & Search modules show visibility and sentiment across the open web.
- App Reviews surfaces recurring real complaints — your differentiation angle.
- Trends and Market Insights show momentum and size the opportunity.
- Build Recommendations rolls all of it into one verdict and a difficulty score.
One note before the walkthrough: the numbers below are sample output, written to show the shape and level of detail a report gives you — not a live report pulled for this post. Point Appifacts at a real app and every number you see is fresh, not illustrative.
1. Start with the competitor's real profile
Before anything else, get the baseline facts: platforms, rating volume, update cadence, pricing model. It answers a question that shapes everything after it — is this a scrappy new entrant or an established, actively-invested incumbent?
4.6★ average across 28,400 App Store ratings and 4.4★ across 61,000 on Google Play. Freemium, with a $69.99/year premium tier. Last shipped an update 9 days ago — an actively maintained app, not a coasting incumbent.
2. Decode their positioning from the listing
Read the listing for what it emphasizes, not just what it says. The features they lead with in the first paragraph and screenshots are what their team believes converts installs. What's missing is just as telling — often a category they've deliberately chosen not to compete on.
Leads with streaks and daily reminders (Core), gates progress analytics behind Premium, and has no Social tag at all — no shared streaks, no friend leaderboard. That absence is a specific, addressable gap, not a guess.
3. Check keyword and search visibility
Two questions matter here: what search terms is this competitor actually positioned to rank for, and what does the open web — news, forums, comparison posts — say about them beyond their own store listing?
Strong on “habit tracker” and “streak app” keyword clusters, weak on “accountability partner” and “habit tracker for ADHD” — both searched, neither owned. Google Analysis: 58% positive sentiment, 27% neutral, 15% negative, with “too expensive for what it does” the most repeated complaint theme across forum threads.
4. Read what real users actually say
Marketing copy tells you what a company wants you to believe. A wave of reviews describing the same missing feature tells you what's actually true for the people paying for it — and it's usually the fastest route to a differentiation angle.
Recurring advantage: “the streak visual is what keeps me coming back.” Recurring disadvantage, echoed across dozens of reviews: losing a 200-day streak from one missed day feels punishing with no grace period. The module's closing read: a flexible-streak or streak-freeze mechanic is the clearest open gap.
5. Check momentum and size the opportunity
A snapshot tells you where a competitor stands today; a trend tells you where they're headed. Pair that with a market-size estimate and you know not just whether they're growing, but whether the category is worth entering at all.
Search interest up 22% year-over-year with a January spike (resolution season) — rising, not fading. Market Insights (AI-estimated, clearly labeled as such): TAM $4.1B, SAM $620M, SOM $14M, with a “Medium-High” demand score driven by growing wellness-app adoption.
6. Get the verdict
Six checks in, you have a real competitive picture — profile, positioning, visibility, real complaints, and momentum. The last module rolls all of it into one answer instead of leaving you to synthesize six data points yourself.
Difficulty: Medium. Named opportunity: a flexible-streak mechanic plus lightweight social accountability — both absent from the market leader and both backed by recurring real complaints, not a hunch.
That's one full report, on one competitor, in the time it took to read this section. If you're researching multiple competitors at once or deciding whether to build at all, those are worth their own pass: