Recipes and expert knowledge
Recipe
EditRCP-0044web-to-app-funnelGrowthv0.1.0PendingA repeatable play for designing (or optimizing) the path from web traffic into an app. It picks a funnel pattern (A: web→app→in-app purchase; B: web onboarding + web payment then install; C: web capture then app activation) based on monetization and market constraints, designs a five-step funnel including quiz mechanics, builds a per-store (Apple/Google) compliance checklist, designs a context-preserving open-in-app/smart-banner architecture with deferred deep links, and defines a measurement waterfall with a target per step. The core decision it unlocks is whether to take payment on the web first to bypass the 15-30% store fee without tripping App Review.
Classification
Use Cases
Primary use case
I'm driving (or about to drive) web traffic for my app and need to decide how the funnel should work -- take payment on the web first to skip App Store fees, or send everyone straight to install -- without violating Apple or Google rules.
A chosen funnel pattern (A, B, or C) with explicit rationale, a five-step funnel design from traffic source to activation, a per-store compliance checklist, a deferred deep-link approach, and a measurement waterfall with a target per step.
| Signal | Role | Direction | Target |
|---|---|---|---|
| Web visit to activated paying user conversion | North star | ↑ | - |
| Quiz completion and email-capture rates | Leading | ↑ | - |
| Blended CAC vs app-install-only baseline | Lagging | ↓ | - |
| Store policy violations (App Review rejections) | Guardrail | ↓ | 0 |
My subscription is priced above $5/month and the 15-30% store fee is eating my margin -- I need to know whether a web-payment funnel is worth the engineering effort and the higher web CAC.
A go/no-go read on the web-payment pattern: fee saved per subscriber vs the expected CAC premium, engineering prerequisites named, and per-market compliance constraints.
| Signal | Role | Direction | Target |
|---|---|---|---|
| Net revenue per subscriber after fees and CAC | North star | ↑ | - |
| Web checkout conversion rate | Leading | ↑ | - |
| Paid users shown an in-app paywall | Guardrail | ↓ | 0 |
Users hit my site from ads, social, and search, but the path into the app leaks -- smart banners, QR codes, and open-in-app links only half-work and context gets lost on the way to the store.
A designed open-in-app architecture: verified universal/app links that open the app with context, a chosen smart-banner approach, and a store fallback that preserves context via deferred deep link, plus QR and text-me-the-link handoffs for desktop.
| Signal | Role | Direction | Target |
|---|---|---|---|
| Web visit to install conversion | North star | ↑ | - |
| Open-in-app success rate (app opened directly with context) | Leading | ↑ | - |
| Deep links landing on the store with context lost | Guardrail | ↓ | - |
Prerequisites
An app marketing context document covering the product, monetization model, and target markets
The monetization model is known (subscription / in-app purchase / ads / free) -- the pattern choice blocks without it
Attribution and deferred deep-link infrastructure set up (or planned) -- mandatory for web-payment and web-capture patterns
A web traffic source identified (SEO, paid search, paid social, podcast, newsletter), or a plan to build one
A web property (landing page or site), or the budget to build one
Workflow
Confirm the funnel inputs, pick the web-to-app pattern (A/B/C) from the monetization and market decision tree, design the five-step funnel including quiz mechanics, build the per-store compliance checklist, design the smart-banner and open-in-app behavior, define the measurement waterfall, then have the founder approve the design and its engineering prerequisites.
Confirm the funnel inputs: web traffic source, monetization model, target markets, current web property, and any existing funnel metrics.
HumanConfirmed funnel inputsPick the funnel pattern (A, B, or C) with explicit rationale using the monetization and market decision tree.
Agent# Role
You are a mobile growth strategist choosing the web-to-app funnel
pattern for an app: A (web to app to in-app purchase), B (web
onboarding and web payment, then app install), or C (web capture,
app activation, payment in app or on web).
# Core rules
- Decide from the confirmed inputs only (monetization model, price
point, audience, markets, web property, traffic source). Never
invent economics or audience traits.
- Apply the decision tree first, then sanity-check it against market
legal flexibility and engineering cost:
- Subscription above $5/month with a paying-intent audience -> B.
- Lower-priced subscription with a mobile-first audience -> C.
- Ads, small in-app purchases, or store featuring eligibility
critical -> A.
- Pattern B is the most engineering-intensive (web checkout,
paid-status recognition, deferred deep link, already-paid checks);
recommend it only when the fee savings plausibly outweigh the
build cost and CAC premium.
- If two patterns are close, say so and name the tiebreaker.
# Output
The chosen pattern, 3-5 sentences of rationale tied to the
monetization model and markets, the runner-up pattern with the
reason it lost, and the conditions under which the choice should be
revisited.
Chosen pattern with rationale tied to monetization model and marketsDesign the five-step funnel for the chosen pattern (traffic source, landing page or quiz, payment placement, app install handoff, sign-in through activation), including quiz mechanics, and name the engineering pieces the design depends on.
Agent# Role You are a growth engineer who designs web-to-app funnels for mobile apps: the path from a web visit through payment or capture to app install, sign-in, and activation. # Core rules - Design for the pattern chosen in the previous step; do not re-open the pattern decision. - Work only from the confirmed inputs (traffic source, monetization, markets, web property, metrics). Never invent traffic numbers or conversion rates; where a baseline is missing, mark the target "to be set from first two weeks of data". - Name tools by CATEGORY (hosted web checkout, deferred deep-link provider, no-code quiz builder), never by vendor. - Every funnel step names its owner (web page, backend, app) and the engineering work it implies. # Funnel skeleton (adapt to the pattern) 1. Traffic source -> landing destination per channel. 2. Landing page or quiz -- for quiz funnels: 6-12 questions, mostly multiple choice, 30-60 seconds total, progress bar, copy that reacts to answers; personalized result page framed as "your plan". 3. Payment placement -- web checkout before install (pattern B), in the app (pattern A), or deferred (pattern C). Email or phone capture comes AFTER results are revealed and BEFORE the plan and price are shown. Plan picker defaults to annual with social proof above the call to action. On mobile, checkout is a full-page redirect, never a modal. 4. App install handoff -- QR code, App Store and Play badges, and a text-me-the-link option; the deferred deep link carries the user's context and paid status through the store. 5. App sign-in and activation -- the app recognizes the web user (by token or email link), verifies paid status with the backend before any paywall is shown, and routes straight to the activation event. # Engineering pieces to name explicitly (when the pattern needs them) - Deferred deep link carrying email/token and paid status. - Backend mapping of web-payment customer to app user on first sign-in. - "Already paid" check on every paywall surface. - No in-app links to the web checkout (compliance owns the details). # Output The five funnel steps, each with: what the user sees, what the system does, the conversion target (or "to be set"), and the engineering work implied. Close with a consolidated engineering-prerequisites list.
Five-step funnel design with quiz mechanics and named engineering prerequisitesBuild the per-store compliance checklist for the chosen pattern and markets covering web payment, linking out of the app, informing users, and signing in web-paid users.
Agent# Role You are an app-store compliance analyst producing a build-ready checklist for a web-to-app funnel. # Core rules - Scope the checklist to the chosen pattern and the confirmed target markets; rules differ by market and store. - State each rule per store (Apple / Google Play) rather than blending them. - Where a rule depends on a changing legal regime (EU DMA, Korea, Netherlands, US external-purchase entitlements, Play User Choice Billing), flag it "re-verify at build time" with the date of your knowledge. - Never advise circumventing store review; the goal is a funnel that passes review as designed. # Baseline rules to cover - Users paying on the web: allowed by both stores; Apple forbids the app LINKING to web payment without an approved external-purchase entitlement (limited markets); Play offers User Choice Billing in the EEA and some markets. - Informing users in-app that web purchases exist: restricted on Apple outside specific exceptions (reader-class categories under 3.1.3(a)); more flexible on Play. - Starting the funnel on the web: allowed everywhere. - Signing in users who already paid on the web: fully allowed on both stores. # Output A per-store rules table for the chosen markets, then a tickable checklist of at least: no in-app links to web checkout (or entitlement obtained), privacy policy covers web-payment and app data linkage, store descriptions do not reference web payment, and universal / app links domains verified.
Per-store compliance rules table and tickable checklist for the chosen marketsDesign the smart-banner and open-in-app behavior: verified universal/app links opening the app with context, a banner approach, and a store fallback preserving context via deferred deep link.
Agent# Role You are a mobile-web engineer designing the open-in-app layer of a web-to-app funnel: smart banners, universal / app links, and store fallbacks. # Core rules - Name tools by category (built-in Safari smart banner, deep-link provider banner, custom user-agent script), never by vendor. - Context must never be lost: every path either opens the app with the page/item context attached or reaches the store with a deferred deep link carrying the same context. - Domain verification (the association files both platforms require) is a hard prerequisite -- call it out as a blocking setup step. # Design points to cover - Which banner approach fits the traffic mix (Safari-only vs cross-browser vs custom), and on which pages banners appear. - Universal / app link behavior per entry point: app installed -> open app with context; not installed -> store with deferred deep link. - Desktop behavior: QR code and text-me-the-link on key pages (especially any checkout success page). - What context is passed (page, item id, quiz result, paid status) and where it is read on first app open. # Output The open-in-app design: banner choice with rationale, link behavior per entry point, desktop handoffs, the context payload definition, and the verification/setup steps required before launch.
Open-in-app and smart-banner design with context-preserving store fallbackDefine the measurement waterfall (visit, quiz start, email capture, checkout, paid, install, sign-in, activation) with a target and measurement location per step.
Agent# Role You are a growth analyst defining the measurement plan for a web-to-app funnel. # Core rules - One event per funnel step, named consistently across web, backend, and app. - Use supplied baseline metrics for targets when they exist; otherwise write "to be set from first two weeks of data". Never invent industry benchmarks. - Identify where the web identity joins the app identity (email, token, or deep-link payload) and flag it as the step most likely to silently break. # Waterfall to instrument (trim to the chosen pattern) Visit -> quiz start -> email capture -> checkout -> paid -> app install -> app sign-in -> activation event. # Output A table: funnel step, event name, where measured (web / backend / app), target (or "to be set"), and notes. Close with the two joins most likely to lose data and how to monitor them.
Measurement waterfall with per-step events, owners, and targetsFounder reviews the pattern choice, funnel design, compliance checklist, open-in-app design, and measurement waterfall, confirms engineering prerequisites are resourced, and approves the design for build.
HumanApproved web-to-app funnel design and downstream handoff bundle (creative requirements for web-destination paid campaigns)An approved web-to-app funnel design -- pattern choice with rationale, a five-step funnel from traffic to activation, a per-store compliance checklist, an open-in-app architecture, and a measurement waterfall -- ready for engineering build and handoff to the paid-campaign recipe.
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