Mobile App Benchmarking: 7 Metrics to Beat Competitors and Grow
I once watched two people in the same café order the same flat white. One of them opened our app, frowned, and put their phone face-down like it had personally offended them. The other opened a competitor’s app, tapped twice, and carried on chatting like nothing happened.
That’s the bit that haunts you. Not the angry one. The quiet switch. No drama. Just… gone.
Mobile app benchmarking is basically trying to catch those quiet switches before they become your new normal. It’s comparing your app’s performance metrics against competitors—revenue, engagement, retention, all the unglamorous numbers—so you can see where you’re actually winning and where you’re kidding yourself.
If you’re building an app for your business (or trying to rescue one that’s already out in the wild), benchmarking gives you something sturdier than vibes. It gives you a map. Not a perfect one—but better than wandering around in the dark, stepping on the same rake over and over.
Benchmarking isn’t spying. It’s sanity.
People hear “benchmarking competitors” and imagine cloak-and-dagger stuff. It’s not that. It’s mostly you being honest about what users already experience elsewhere.
Your users don’t compare you to “apps in your category”. They compare you to whatever worked smoothly five minutes ago. A banking app gets compared to a food delivery app. A gym app gets compared to Spotify. That’s unfair… and also completely normal.
So we benchmark. Not to copy. To understand the gap between what users tolerate and what they now expect.
Here are seven mobile app benchmarking metrics I keep coming back to—because they’re measurable, meaningful, and they tend to reveal the uncomfortable truth quickly.
The 7 metrics that actually move the needle
1) Activation rate (did they reach the “oh, nice” moment?)
Downloads are a vanity metric with good PR. Activation is where reality starts. It’s the percentage of new users who complete the key action that makes the app “click”.
For a retail app, that might be “search + view product + add to basket”. For a service business, it could be “create account + book first appointment”. For a finance app, “link account + see balance”.
How to benchmark it: You won’t get competitor activation rates directly, but you can infer friction. Read app reviews for phrases like “can’t sign up”, “keeps crashing”, “won’t verify”. Run the competitor onboarding yourself—time it, count steps, note where it feels sticky.
What to do this week: Define your activation event in analytics (one event, not a novella). Then cut one step from the path. One. You’ll be shocked how often that’s enough to shift the number.
2) Time to first value (how long until they get something useful?)
This is the sneaky one. You can have a decent activation rate and still lose people because the payoff takes too long. Time to first value is the minutes (or seconds) from install/open to the first moment they think, okay, this is worth keeping.
Competitors often win here through small details: guest mode, fewer permissions up front, a pre-filled demo, a faster search, a cleaner default screen.
How to benchmark it: Run a stopwatch test: install your app and a competitor’s app from scratch. Same phone, same network, same level of patience. Record the time to complete the first meaningful outcome.
What to do this week: Remove one early demand. If you’re asking for location, contacts, notifications, and a blood sample before the user sees anything… maybe don’t.
3) Retention rate (do they come back when nobody’s watching?)
Retention is the grown-up metric. Day 1, Day 7, Day 30 retention—pick the window that matches your business. A takeaway app might care about weekly. A dentist app might care about quarterly. Context matters.
Benchmarking retention is where you stop arguing about opinions. If your competitors keep people and you don’t, something is broken—either in value, habit, or trust.
How to benchmark it: You can’t see competitor retention directly, but you can triangulate. Look at ranking stability (apps with strong retention tend to hold position), review velocity, and how often they ship updates. Also: ask your own users what they use instead. They’ll tell you, bluntly.
What to do this week: Segment retention by acquisition channel. If paid users churn faster than organic, your ads might be promising a different app than the one you built. That mismatch is brutal.
4) Engagement depth (are they doing the thing that matters?)
Engagement is a mess if you define it as “time spent”. People spend ages in apps because they’re delighted… or because they’re lost. Not the same vibe.
I prefer engagement depth: how many meaningful actions per active user. Not taps for the sake of taps—actions that correlate with value and revenue.
How to benchmark it: Watch competitor flows and features that encourage repeat behaviour: saved items, reminders, streaks (careful), personalised recommendations, quick re-order, offline access. These are engagement levers. You don’t need all of them, but you should understand which ones your category expects.
What to do this week: Pick one “power action” and make it easier to repeat. Add a shortcut. Add a “do it again” button. Move it to the home screen. Boring changes. Big impact.
5) App store conversion (are people persuaded by your page?)
This is where benchmarking gets oddly emotional. You think your app is great, then you realise your screenshots look like they were designed in a rush… because they were.
App store conversion rate is the percentage of store page visitors who install. It’s not product performance, but it controls how many people even enter the funnel.
How to benchmark it: You can’t see competitor conversion rates, but you can compare the inputs: keyword targeting, title clarity, icon recognisability, screenshot storytelling, review score, review recency, and whether the first screenshot explains the value in two seconds.
What to do this week: Rewrite your first screenshot headline like you’re explaining it to a friend. Not “All-in-one solution”. More like “Book in 30 seconds” or “Track orders without calling anyone”. Then A/B test if you can. If you can’t, change it anyway and watch installs per store view.
6) Crash rate and performance (does it feel solid?)
Users forgive missing features. They don’t forgive jank. A slow app feels untrustworthy, even if it’s technically “working”.
Crash rate, ANR rate (on Android), app start time, screen load time—these are the silent killers of retention. And they’re one of the few areas where being merely “as good as competitors” is a win.
How to benchmark it: Use your own monitoring tools (Firebase Crashlytics, Sentry, whatever you’ve got) and set targets based on category norms. Then do the human test: run the competitor app on an older phone. Run yours. Which one makes you sigh?
What to do this week: Fix the top two crashes. Not ten. Two. The ones affecting the most users. It’s rarely glamorous work, but it’s the kind that stops bleeding.
7) Revenue efficiency (are you earning in proportion to attention?)
Revenue benchmarking isn’t just “how much money did we make?” It’s how efficiently you turn usage into revenue: ARPU (average revenue per user), ARPPU (per paying user), conversion to paid, and revenue per session.
Competitors often win here because they’ve simplified pricing, tightened the paywall, or made the premium value obvious. Or because they’ve got better retention, which makes everything else easier. Annoying, but true.
How to benchmark it: Analyse competitor monetisation openly: pricing tiers, free trial length, what’s gated, when the paywall appears, and how they explain premium. Read reviews for “too expensive” versus “worth it”. That language is gold.
What to do this week: Audit your paywall copy. Does it describe features, or outcomes? “Unlimited projects” is fine. “Never lose track of jobs again” is clearer. Also check the timing—if you ask for money before value, you’ll get a lot of… creative feedback.
How to benchmark competitors without getting weird about it
I’m not suggesting you build a spreadsheet so big it becomes your new personality. Keep it simple. Pick 3–5 competitors: one obvious direct rival, one premium leader, one scrappy newcomer, and maybe one “adjacent” app that nails experience.
Then run the same set of tasks in each app. Sign up. Search. Complete the core action. Try to pay. Try to cancel. Try to get help. Note where you feel friction, where you feel trust, where you feel relief.
Combine that with your own analytics: funnels, cohorts, crash reports, store listing performance, revenue metrics. Benchmarking works best when qualitative and quantitative stop arguing and start agreeing.
And yes—sometimes the conclusion is “we’re fine”. That’s allowed. But more often, you’ll find one leaky pipe you’ve been stepping over for months because you got used to it.
A quick word on what not to benchmark
It’s tempting to chase whatever your competitors are shouting about. New feature? New tab? New AI thing? Suddenly your roadmap starts looking like a reaction video.
Benchmark outcomes, not noise. If a competitor adds a feature and their reviews improve, retention stabilises, and rankings climb—pay attention. If they add a feature and nothing changes, you’ve just been handed free restraint.
Also, don’t benchmark yourself into blandness. The goal isn’t to become a slightly worse version of the market leader. It’s to remove the reasons people leave, so the reasons they stay can finally matter.
Mobile app benchmarking sounds clinical, but it’s really about empathy—seeing your app the way users see it, with all the alternatives sitting right there on the same home screen.
Most of the time, beating competitors doesn’t come from one heroic rebuild. It comes from noticing the quiet switch… and making it a little less likely tomorrow.