Monetization Audit: Mid-Core Gacha RPG

A live gacha RPG, two-plus years post-launch, reached out after six months of flat revenue despite consistent content drops. The game had active LiveOps, a real player base, and a team that knew something was wrong with monetization. They just couldn't pin down what, or where to start.

This is the full audit deliverable, anonymized at client request. All 14 dimensions scored, findings documented, experiment backlog mapped. Sprint 2–3 specifics and revenue figures are withheld per the engagement agreement.

The LootRate audit scores 14 dimensions across 6 categories: IAP Store, Conversion, Economy, LiveOps, Web, and Process. Each dimension is scored 0–5 against genre benchmarks, then combined into an Opportunity Index: higher means more untapped revenue. Above 60 is High Delta.

This audit ran as a recorded teardown session: the studio shared their game on mobile while we worked through every dimension together. Store screenshots, economy docs from the product team, and a benchmark comparison against 50 top-grossing gacha RPGs from the LootRate database filled in the rest.

Deliverables: scored scorecard with findings, a prioritized experiment backlog, and revenue delta estimates. Everything below reflects game state at audit time.

First-Purchase Conversion (D-04) scored 1.2. It's the highest-priority category in the scorecard, and the studio had nothing there. No dedicated offer, no bonus, no moment designed around getting that first transaction.

The starter pack existed, technically. It was buried in a store tab with 10 other SKUs, no bonus currency, no differentiation. Players who did convert found it by accident. There was no first-purchase path. Just a general store.

88% of top-grossing gacha titles have a dedicated first-purchase offer. This studio was in the 12% that don't. Two directions were viable: a $0.99 offer that removes the price barrier and wins on volume, or a first-purchase bonus that applies to any SKU the player picks. Either one is a store config change. No engineering required. Both were testable within a single sprint.

Onboarding-to-Store Path (D-05) scored 1.9. The store appeared on day 2 of the new player experience, timed to a content wall.

The optimal purchase moment is at the edge of frustration, not inside it.

This one was inside it. Players were stuck, not ready to spend.

Web Store Presence (D-12) scored zero. No web store exists. Every dollar runs through the App Store or Google Play, full 30% fee, no exceptions. Outside of the conversion category, this is the biggest single gap in the scorecard.

Strategy and 4X titles in the competitive database are at 100% web store adoption. Gacha RPG is catching up. The studios moving now get to own their routing channel before competitors get there. Every player they send to their own store is a player a competitor can't intercept.

The recommendation: a minimum viable web store. Five SKUs, +20% bonus currency as the routing hook, a persistent in-app banner. At 20% revenue migration, the margin recovery is real. No new players, no content changes required.

Platform Fee Strategy (D-13) scored 0.3. No mitigation, no web channel, no routing mechanics. 100% of revenue at full fee exposure. Together with Web Store Presence, this is the second-largest gap in the scorecard, and almost none of it has been touched.

Pricing Architecture (D-03) scored 1.8. No decoy structure, flat tiers, no anchor. The $49.99 pack between $19.99 and $99.99 is missing: that's the tier that makes $99.99 feel like the obvious choice. Without it, mid-tier purchases go nowhere. The $99.99 ceiling is the genre standard for in-app, but it's also a ceiling with nowhere to go. Players willing to spend more have no path until a web store exists.

Bundle Composition (D-02) scored 2.1. The bundle count isn't the problem: content bundles need variety and that's fine. The problem is showing a first-time visitor everything at once. Currency packs are what need trimming: five tiers ($0.99, $4.99, $9.99, $19.99, $99.99) cover the spending intent range without burying someone who's never bought anything.

The test: show new players currency packs and one featured bundle. That's it. Unlock the full catalogue after their first purchase, or on day 5 if they still haven't converted. Players who've already paid are comfortable browsing. Players who haven't are making a first decision, and the fewer options in front of them, the more likely they actually make one.

Five experiments ready to run immediately. No engineering: store UI and offer config only. Two-week timeline. Each one tied to a specific scorecard dimension with a measurable conversion or ARPPU signal.

Revenue ranges are conservative, benchmarked against genre data and scorecard priority. Actual results vary by audience size, traffic, and how cleanly the test gets implemented.

Sprints 2–3 go deeper: store architecture, web store MVP, spend-tier targeting (F2P, minnow, dolphin, whale), onboarding timing, reward chain mechanics. Ten experiments across the two sprints.

The web store MVP is the sprint 3 centerpiece: 5 SKUs, +20% bonus currency, in-app referral banner. At 15–20% revenue migration, the margin improvement covers the build cost within the first billing cycle.

Sprint 2–3 test parameters and revenue figures are withheld at the studio's request. Ordering, dimension mapping, and sequencing are in the full deliverable.