In web2app the ad does not sell the app. It sells a click into a web quiz, and the quiz sells a subscription on a web paywall, before the app is ever installed. So the ad, the quiz, the paywall and the price work as one machine — and a competitor can be winning on any one of them. Looking only at their ads shows you a quarter of it.
Below are the four layers we read for every competitor, each shown on one real brand: WalkFit, a walking-workout app and the second-largest advertiser in Fitness on Meta in September 2026, behind BetterMe.
The four layers of a web2app competitor
1. Ad volume and where it goes
Count the competitor’s new ads month by month and split them by topic, Facebook page, language and market. A team does not launch thousands of ads into something that loses money, so volume is the best public proxy for spend — and the split shows what the money is betting on. How to read it: spotting growing niches and competitors from ad volume.
WalkFit: 8,035 new Meta ads in October 2025, 119,554 in August 2026, 94,997 in September. 90% of September ads sold tai chi walking, against 53% across Fitness; plain walking fell from 17% to 7% of its ads in a month. The ads run from 11 Facebook pages, several of them coach personas (“Alex Dong Tai Chi”, “Master Li Coach”), in six languages, 93% targeted at the EU.
2. Creative concepts, not single ads
Thousands of ads are mostly the same few ideas re-cut — new hooks, actors, languages, edits. Group them into concept families and read the families: which idea carries the volume, how long it has been running, how many variants it spawned. A family that keeps running and keeps getting re-cut is a winner. How we do it: analyzing competitors’ creatives when there are thousands of them.
WalkFit: its September ads fall into 1,101 concept families. One of them — a 54-year-old woman prints a plan and loses weight from tai chi walking in 28 days — carried 27,488 ads on its own and has been running since March 2026.
3. The funnel and the paywall
Click through the ad and walk the quiz to the end, the way a buyer does: every question, every info screen, the inputs, the email gate, then the paywall. Write down the plans, the prices, the trial, which plan is preselected, the discounts and timers — and the country you walked from, because prices change by market and by funnel variant. None of this is in any ad library.
WalkFit: the ads lead to one domain split into URL variants; the top variant alone carried a third of September ads. Its quiz is 72 screens — 32 questions, 9 inputs, 20 info screens, the email gate at #63 — and ends on a paywall with a 1-week trial at €10.49, 4 weeks at €38.95 and 12 weeks at €66.65, priced per day (€1.25/day), with the 4-week plan preselected as “most popular”.
4. Changes over time
The brands that scale change their funnels constantly: a new question, a shorter quiz, a different trial, a cut price, a new upsell. One walk is a snapshot; the signal is the difference between this week’s walk and last week’s. Re-walk the funnels of the competitors that matter on a fixed rhythm and compare screen by screen — and keep the emails they send after sign-up, which are part of the funnel too.
WalkFit: our library holds 11 WalkFit funnels, each re-walked every week.
A monthly routine
- Rank your niche. Sort the brands in your niche by new ads this month and by growth against last month. Note who is new.
- Read the growers’ split. For each fast grower: which topics, pages, languages and markets the new ads went to.
- Open their top concept families. What idea carries the volume, how long it has run, how many variants it has.
- Walk the funnel behind those families to the paywall. Screens, questions, email gate, plans, prices, trial, timers.
- Compare with last week’s walk for the three or four competitors that matter most to you.
- Turn one finding per layer into a test — an angle, a concept, a quiz change, a paywall change.
Which tools cover which layers
Ad spy tools and creative libraries cover layers 1 and 2 to different depths. None of the ones below walks web2app quiz funnels to the paywall and records prices; AdSpyLab is built around all four layers.
| Tool | Built for | Funnel walked to the paywall, with prices | |
|---|---|---|---|
| AdSpyLab | Web2app subscription apps | Yes — 909 funnels from 265 brands walked to the paywall and re-walked weekly: every screen, plan and price | |
| AdHeart | Ad spying across niches | No — its landing-page feature is “Bypass Cloaking” | vs AdSpyLab → |
| Foreplay | Saving ads into swipe files for creative teams | No — landing-page screenshots of saved ads | vs AdSpyLab → |
| Atria | AI creative research and ad generation | No — top landing pages of the brands you follow | vs AdSpyLab → |
| SocialPeta | Ad intelligence for apps, games and e-commerce | No funnel walks stated | vs AdSpyLab → |
| PiPiAds | TikTok and e-commerce ad spying | Landing pages and redirect flows; no quiz or paywall walks | vs AdSpyLab → |
| Spiral | Creative research and AI ad generation for mobile apps | Lists a brand’s destination URLs with ad shares; no funnel screens or paywall prices | vs AdSpyLab → |
Competitor facts from each tool’s own site, read 28 October 2026 — details on each comparison page.
Questions
What is web2app competitor research?
Tracking what competing web-to-app subscription brands advertise and how they sell: their ad volume and topics, their creative concepts, the web quiz funnel each ad leads to, and the paywall plans and prices at its end — and how these change over time.
Can I see a competitor’s paywall prices without paying?
Yes. The paywall is the last screen before payment, so walking the quiz up to it costs nothing. Prices differ by country and by funnel variant, so record where and which URL you walked. AdSpyLab records them for 909 funnels every week.
How often should I check competitors?
Ad volume and concepts monthly; the funnels of your main competitors weekly — the brands with the most ads change quizzes and paywalls often.
Which tool covers all four layers?
AdSpyLab: Monthly Stats for ad volume and trends since January 2025, Ads Library with concept families and search by meaning, and Funnels Library with every screen, paywall and price, re-walked weekly. Pricing: $490 a month per module, $999 for all three.