How to Do Competitor Research for Your App in an Afternoon (Not a Week)

Most competitor research plans die the same way: someone opens a spreadsheet, lists five competitor apps, and never fills in more than two rows before giving up. The research isn't hard, it's just tedious, and tedious open-ended tasks get skipped in favor of whatever feels more urgent that day.

The version below is deliberately narrow. It won't produce an exhaustive market map, but it will produce something you actually finish and actually use, which beats a thorough spreadsheet that dies at row three.

Roughly how the afternoon breaks down

• 20 minutes — picking competitors and setting up the doc
• 90 minutes — reading reviews (this is most of your time, and where a tool can compress things the most)
• 40 minutes — writing the SWOT summary
• 30 minutes — turning it into two or three concrete decisions

1. Pick 3–5 competitors, not 15

More competitors doesn't mean better research, it means more rows you'll abandon halfway through. Pick the two or three apps your prospective users would download instead of yours, the ones that show up when you search your own category's keywords, plus one aspirational competitor a size class above you. That's enough signal without turning the afternoon into a week.

Resist the urge to add "just one more" competitor once you've picked three. The fifth and sixth competitor rarely teach you anything the first three didn't already show you, they just double your reading time.

2. Skip the star rating, read the distribution

A 4.5-star app with a wall of angry 2-star reviews is often more beatable than a 4.0-star app with mostly lukewarm 3-star reviews. The first has an unhappy, vocal minority you can win over with a specific fix. The second has a product nobody feels strongly about either way, which is harder to displace with a feature list because there's no acute pain pulling people toward an alternative.

If a store doesn't show the star breakdown directly, sort reviews by "most critical" or by rating and estimate the shape yourself from the first page or two, you're looking for whether the negative reviews cluster around one specific issue or scatter across many small ones.

3. Look for the same complaint across every competitor

If three different apps in your category get the same complaint, that's not a competitor weakness, it's a category weakness. That's the strongest kind of opportunity, because fixing it doesn't just make you better than one competitor, it makes you the obvious answer for the whole category rather than a marginal improvement on one player.

Keep a running list as you read: complaint, which apps it showed up on, roughly how often. By the time you've read three competitors, the category-wide issues will already be obvious, they're the ones you've written down two or three times without meaning to.

4. Write down what each app is praised for, too

Competitor research usually only hunts for weaknesses. Reading what users love is just as useful: it tells you the table stakes you can't skip without losing on features everyone expects, and it sometimes surfaces a strength you can borrow outright instead of reinventing. If every competitor gets praised for the same thing, that's not a differentiator you can win on, it's the minimum bar to compete at all.

5. Turn it into a one-page SWOT, not a wiki

Four bullet points per competitor: strengths, weaknesses, the opportunity it implies for you, and the threat it poses. Anything longer than a page won't get referenced again after you write it, which defeats the point of doing the research at all. A real (compressed) example, for a hypothetical budgeting app competitor:

• Strength: Users consistently praise the automatic bank sync, cited as "just works" in dozens of reviews.
• Weakness: Recurring complaints about a confusing categorization system for shared/family expenses.
• Opportunity: A simpler shared-expense view could be a specific, provable reason to switch for couples and roommates.
• Threat: Bank sync reliability is table stakes now; if we don't match it, none of the rest matters.

Four lines, five minutes, and it's immediately actionable, which is the actual goal of this exercise.

Common mistakes that turn an afternoon into a week

• Researching every competitor with equal depth. Spend most of your time on the two or three apps closest to yours, not evenly across the whole list.
• Only reading the most recent reviews. A single bad week (an outage, a bad update) can skew recent reviews. Sample a few different time windows.
• Treating the SWOT as the deliverable. The SWOT is only useful if it produces two or three concrete decisions, features to prioritize, a positioning line to test, a pricing gap to exploit. If it doesn't change anything you were going to do, the research didn't finish its job.
• Doing this once and never again. Competitor reviews shift after every major update. A quarterly re-check, using the same one-page format, catches new gaps before they close.

FAQ

What if my category doesn't have any obvious direct competitors?

Use the closest adjacent tools instead, the apps your prospective users are currently duct-taping together to solve the problem. Their reviews will still surface the same kind of workflow gaps.

Should I read App Store and Google Play reviews, or just one platform?

Both, if the competitor is on both. iOS and Android user bases sometimes skew toward different complaints, and a gap that only shows up on one platform is still worth knowing about, especially if that's the platform you're launching on first.

How often should I redo this?

Once a quarter is a reasonable default, or right after a competitor ships a major update or pricing change, since that's when review sentiment moves the most.

Where the afternoon actually goes

If you do this by hand, almost all the time goes into reading reviews, not into the analysis itself, that's the 90 minutes in the breakdown above, and it's the part that scales the worst as you add competitors. Insightly's competitor comparison collects reviews across multiple apps at once and generates the sentiment breakdown, recurring themes, and SWOT summary directly, so the afternoon goes into deciding what to build instead of into scrolling.