Report updated May 20, 2026

TL;DR:Draw Happy Police wins casual puzzle sessions through a tactile drawing mechanic that rewards players with immediate emotional feedback, but the aggressive ad-frequency post-level creates a churn risk that threatens to offset its high-retention core loop. Users feel Mixed, praising the core drawing mechanic provides an accessible and entertaining experience for casual play sessions but frustrated by excessive ad frequency disrupts the core gameplay loop and creates a negative user experience. The app maintains a strong core loop through tactile drawing, but aggressive ad-frequency and technical input failures are eroding the user base, so the PM must prioritize funnel stability over content expansion to prevent further churn..|TL;DR:Draw Happy Police wins casual puzzle sessions through a tactile drawing mechanic that rewards players with immediate emotional feedback, but the aggressive ad-frequency post-level creates a churn risk that threatens to offset its high-retention core loop. Users feel Mixed, praising the core drawing mechanic provides an accessible and entertaining experience for casual play sessions but frustrated by excessive ad frequency disrupts the core gameplay loop and creates a negative user experience. The app maintains a strong core loop through tactile drawing, but aggressive ad-frequency and technical input failures are eroding the user base, so the PM must prioritize funnel stability over content expansion to prevent further churn..

Draw Happy Police: Trivia Game is an established games app that is free with in-app purchases. With a 4.1/5 rating from 363.1K reviews, it shows polarized user reception. Users particularly appreciate the core drawing mechanic provides an accessible and entertaining experience for casual play sessions, though excessive ad frequency disrupts the core gameplay loop and creates a negative user experience remains a common concern.

What is Draw Happy Police: Trivia Game?

Draw Happy Police is a casual puzzle game for mobile devices where users complete drawings to resolve character dissatisfaction.

Users hire this app for low-stakes, tactile stress relief that rewards completion with immediate visual gratification.

Current Momentum

v0.7 · 3w ago

Maintenance
  • Ships minor bug fixes.
  • Implements UX improvements.
AI-powered deep analysis surfacing high-signal insights. Still in beta, accuracy improves daily. For informational purposes only.

Active Nemesis

Brain Test: Tricky Puzzles

Brain Test: Tricky Puzzles

By UNICO STUDIO

Other Rivals

Brain Out -Tricky riddle games
Braindom: Brain Games Test Out
Draw it
CodyCross: Crossword Puzzles

7-Day Rank Pulse 🇺🇸

Games

No ranking data

GamesPuzzleGrossing

Rating Pulse 🇺🇸

Recent User MoodAI-powered deep analysis surfacing high-signal insights. Still in beta, accuracy improves daily. For informational purposes only.

What makes this app unique?

What Does It Look Like?

How Is The App's Momentum Right Now?

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What Are The Key Features?

One-line drawing puzzleStandard

Users complete missing shapes or lines on screen to resolve character dissatisfaction

Room decorationDifferentiator

Currency earned from puzzle completion is spent on interior design items for character rooms

How much does it cost?

Freemium
  • Free-to-play with ad support
  • In-app purchases available

Ad-supported model utilizing Moloco SDK to increase ARPDAU, supplemented by optional in-app purchases.

Who Built It?

New Story Inc. (Apps) app icon 1
New Story Inc. (Apps) app icon 2
New Story Inc. (Apps) app icon 3
New Story Inc. (Apps) app icon 4

New Story Inc. (Apps)

(1M)

Providing casual gamers with intuitive, drawing-based puzzle experiences designed to resolve character dilemmas through creative problem-solving.

Portfolio

13

Apps

Free 12
Games100%

Who is New Story Inc. (Apps)?

New Story Inc. has established a dominant niche in the drawing-puzzle sub-genre, leveraging a highly repeatable franchise model to capture the casual market. Their strategic advantage lies in a rapid-iteration production cycle that allows them to flood the category with thematic variations of a single core mechanic, effectively owning the search results for drawing-based trivia. The publisher is currently diversifying into hidden object and tower defense mechanics, signaling a move to capture broader casual segments beyond their established drawing-puzzle stronghold.

Who is New Story Inc. (Apps) for?

  • Casual mobile gamers seeking low-pressure
  • Intuitive puzzle-solving
  • Short-session entertainment
Intense

Portfolio momentum

The publisher maintains an extremely high-frequency update cycle with 48 releases across the portfolio in the last 6 months and the most recent launch occurring 3 days ago.

Last release · 3d agoActive apps · 19Abandoned · 7

What do users think recently?

Low confidence · Latest 61 of 99 total reviews analyzed · Based on 99 reviews. Signal may be noisy.

How did the latest release land?

Overall
4.1/ 5
(363.1K)
Current version
4.5/ 5
+0.4 vs overall
(26.8K)
Main signal post-update: the core drawing mechanic provides an accessible and entertaining experience for casual play sessions.

What is the recent mood?

Mixed

Recent user voice shows a mixed sentiment. Users appreciate the core drawing mechanic provides an accessible and entertaining experience for casual play sessions, but report excessive ad frequency disrupts the core gameplay loop and creates a negative user experience and inappropriate advertisement content exposes younger users to suggestive or violent imagery.

What Users Love

The core drawing mechanic provides an accessible and entertaining experience for casual play sessions

What Frustrates Users

Excessive ad frequency disrupts the core gameplay loop and creates a negative user experience
Inappropriate advertisement content exposes younger users to suggestive or violent imagery

What Users Want

Implementation of an offline mode to bypass advertisement interruptions during active gameplay

What is the competitive landscape for Draw Happy Police: Trivia Game?

How's The Games Market?

How does it evolve in the Games market?

The app sits at #85 in the US Puzzle category, reflecting a downward trend as competition for casual time-share intensifies. The current ranking lag suggests the core loop is losing its competitive edge against logic-heavy alternatives.

ChartRankChange
AndroidFree#12114
AndroidFree#16832

The rivals identified

The Nemesis

Head to Head

The target app must pivot from simple drawing tasks to more complex, multi-layered logic puzzles to compete with the depth of Brain Test's content library.

What sets Draw Happy Police: Trivia Game apart

  • Creative drawing mechanic offers a more tactile and personalized sense of agency for players

  • The 'make people smile' emotional hook provides a unique, wholesome differentiator in a cynical puzzle market

What's Brain Test: Tricky Puzzles's Edge

  • Vast, established puzzle database creates a deeper content moat that prevents user churn

  • Refined hint-based monetization loop is more effectively integrated into the core gameplay experience

Contenders

Focuses on 'trick' questions that subvert player expectations rather than creative drawing tasks

High-volume ad-supported model allows for rapid user acquisition at a lower barrier to entry

Integrates character-based scenarios that mirror the 'trouble-solving' narrative style of the target app

Frequent content releases ensure players always have new scenarios to test their logic against

Peers

Multiplayer speed-drawing mechanics create a high-energy competitive loop absent in the target app

Focuses on artistic accuracy under time pressure rather than the target's narrative-driven problem solving

Thematic world-building approach to crosswords provides a more structured, long-term progression system

High-quality aesthetic and sound design elevate the puzzle experience beyond simple mobile mechanics

The outtake for Draw Happy Police: Trivia Game

Strengths to defend, gaps to attack

Core Strengths

  • Tactile drawing mechanic provides immediate emotional agency
  • Wholesome narrative hook differentiates from logic-puzzle market

Critical Frictions

  • Ad-to-gameplay ratio is disproportionately high
  • Input recognition glitches drive early-stage churn
  • Age-inappropriate interstitial ads conflict with family-friendly branding

Growth Levers

  • Implement offline mode to bypass ad-fatigue
  • Expand room decoration depth to increase retention

Market Threats

  • Brain Test content library creates high barrier to entry
  • Aggressive ad-frequency risks brand equity with parents

What are the next best moves?

highPivot

Audit ad-network filters because parents report inappropriate interstitial content → protect brand safety

Parental complaints regarding suggestive ad content threaten the family-friendly positioning of the app.

Trade-off: Pause the new pencil skin collection sprint — brand safety is a higher priority than cosmetic expansion.

highInvest

Ship input-recognition patch because early-stage glitches are a primary uninstall driver → improve new-user retention

Review data identifies technical input failures as the top reason for uninstalls in early levels.

Trade-off: Delay the next 50-level content drop — fixing the funnel is more critical than adding content.

A counter-intuitive read

The app's reliance on ad-supported monetization is not a weakness but a necessary trade-off for its target demographic, which prioritizes free access over ad-free experiences.

Feature Gaps vs Competitors

  • Non-linear logic puzzles (available in Brain Test but missing here)
  • Offline mode (requested by users to bypass ads)

Key Takeaways

The app maintains a strong core loop through tactile drawing, but aggressive ad-frequency and technical input failures are eroding the user base, so the PM must prioritize funnel stability over content expansion to prevent further churn.

Where Is It Heading?

Mixed Signals

Casual block-puzzle traffic is consolidating around fresh entrants, and current maintenance-mode updates leave the app exposed to more aggressive competitors. The PM must address the ad-quality and input-recognition issues to stabilize the user base before the next major market shift.

Technical input failures in early levels drive immediate user churn, which compounds the negative sentiment already present in the user base.

Inappropriate interstitial ad content risks alienating the core family-friendly demographic, which will likely lead to lower long-term retention rates.

Disclosure

Independent intel to help builders create better apps.

AI-powered analysis with editorial review, built from publicly available sources. See methodology.

Marlvel.ai is not affiliated with, endorsed by, or sponsored by Draw Happy Police: Trivia Game, its developer, the app publisher, Apple, or Google Play. All trademarks, logos, and screenshots referenced remain the property of their respective owners.

Hope this helps & keep building! · Found an error?

What's new in this report

The app introduced a freemium monetization model and meta-progression features, but these are currently overshadowed by negative sentiment regarding ad-frequency and technical performance.

shifted

Monetization Model Pivot

declined

Emergence of Negative Sentiment Themes

added

Room Decoration Mechanic

added

Brand Safety Risks

Cite this report

Marlvel.ai. “Draw Happy Police: Trivia Game Intelligence Report.” Updated May 20, 2026. https://marlvel.ai/intel-report/games/draw-happy-police-trivia-game

Agent Markdown (.md)·

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