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App growth playbook

Skill robertguss/claude-code-toolkit/skills/mobile-app-dev/app-growth-playbook

A collection of custom skills that extend Claude's capabilities with specialized workflows, methods, and domain knowledge.

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npx -y skills add robertguss/claude-code-toolkit --skill app-growth-playbook

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SKILL.md

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App Growth Playbook

Core Workflow

1. Assess Current State

Gather the following before selecting channels:

  • Downloads: monthly installs, trend direction, organic vs. paid split
  • Retention: D1, D7, D30 retention rates
  • Revenue: ARPU, LTV, current monetization model
  • Audience: primary demographic, geographic concentration, device split
  • Current channels: what has been tried, what worked, what failed

2. Select Growth Channels

Use the channel selection matrix to pick 2-3 channels based on app category and budget.

ChannelBest ForBudgetTimeline to Results
Product HuntB2B, productivity, developer toolsFree1-2 weeks
RedditNiche/community apps, indie projectsFree2-4 weeks
TikTok/ReelsConsumer apps, visual apps, lifestyleFree4-8 weeks
Apple Search AdsAny iOS app with clear keywords$5-20/day1-2 weeks
App Store FeaturingHigh-quality, design-forward appsFree4-12 weeks
Content Marketing/SEOApps solving searchable problemsFree-low2-6 months
Referral/Viral LoopsSocial, messaging, collaboration appsDev time4-8 weeks
Email/PushApps with existing user base needing retentionFree-low1-2 weeks

Budget tiers:

  • $0/month: Product Hunt, Reddit, TikTok/Reels, App Store Featuring, Referral
  • $150-600/month: Apple Search Ads, Content Marketing (hosting/tools)
  • $600+/month: Paid social, influencer partnerships, Google Ads

3. Execute Channel Playbooks

Load the appropriate reference file for detailed execution:

  • references/product-hunt-playbook.md — Full Product Hunt launch timeline, templates, and activation plan
  • references/social-media-templates.md — TikTok/Reels scripts, Reddit posts, hashtag strategies
  • references/paid-acquisition.md — Apple Search Ads and Google Ads campaign setup
  • references/content-marketing.md — Blog templates, SEO strategies, landing page patterns

4. Measure and Iterate

Track these metrics weekly per channel:

MetricFormulaTarget
CACspend / installs< 1/3 of LTV
Install-to-trial ratetrials / installs> 30%
Trial-to-paid ratepaid / trials> 10%
Payback periodCAC / monthly revenue per user< 3 months
Channel ROI(revenue - spend) / spend> 2x

Decision framework after 2 weeks per channel:

  • ROI > 2x → double budget
  • ROI 1-2x → optimize creative/targeting for 2 more weeks
  • ROI < 1x → pause and reallocate to higher-performing channel

Channel Playbook Summaries

Product Hunt Launch

Preparation timeline: start 2 weeks before launch.

Key elements:

  • Schedule for Tuesday-Thursday, post goes live at 12:01 AM PT
  • Secure a hunter with 1,000+ followers or self-hunt with a strong network
  • Prepare maker's comment (first comment on post) — personal story, not sales pitch
  • Build activation list of 50+ people who will upvote and comment authentically
  • Prepare 5 different social media announcements for launch day

Load references/product-hunt-playbook.md for the full timeline, hunter outreach template, maker's comment template, and activation plan.

Reddit Launch & Ongoing

Core principle: contribute value first, promote second.

Key elements:

  • Research 5-10 subreddits where the target audience participates
  • Use "soft launch" format — ask for feedback, share the journey, not "check out my app"
  • Target subreddits: r/SideProject, r/IndieDev, r/EntrepreneurRideAlong, plus niche-specific
  • Follow each subreddit's self-promotion rules exactly
  • Build karma and history before posting about the app

Load references/social-media-templates.md for Reddit post templates and subreddit research guide.

TikTok/Reels Content

Video structure (20 seconds total):

  1. Hook (2s) — pattern interrupt or bold claim
  2. Problem (3s) — relatable frustration
  3. Demo (10s) — screen recording with zooms and annotations
  4. Result (3s) — before/after or outcome
  5. CTA (2s) — "Link in bio" or "Search [app name]"

Hook formulas:

  • "POV: you discover an app that [solves specific problem]"
  • "This app is a game changer for [audience]"
  • "Stop [old way]. Start [new way with app]"
  • "I wish I found this app sooner"

Load references/social-media-templates.md for full video scripts, posting schedule, and hashtag strategy.

Apple Search Ads

Campaign structure for indie budgets ($5-20/day):

CampaignKeywordsBidBudget Share
BrandApp name, variations$0.50-1.0010%
CompetitorCompetitor app names$1.00-3.0020%
CategoryGeneric category terms$0.75-2.0040%
DiscoverySearch Match (auto)$0.50-1.5030%

Load references/paid-acquisition.md for full setup guide, bid optimization, and creative set strategy.

App Store Featuring

What Apple looks for:

  • Exceptional design following Human Interface Guidelines
  • Accessibility support (VoiceOver, Dynamic Type)
  • Adoption of latest Apple technologies (widgets, Live Activities, visionOS)
  • Localization (more languages = higher chance)
  • No crashes, no major bugs

How to submit:

  1. Open App Store Connect → navigate to the app
  2. Use the "Promote Your App" section or email [email protected]
  3. Time submissions around iOS releases, seasonal events, or major app updates
  4. Create App Store Connect events for in-app promotions

Load references/content-marketing.md for tips on optimizing App Store presence.

Referral & Viral Loops

Trigger moments — prompt sharing after:

  • First achievement or milestone
  • Positive feedback moment (completed task, reached goal)
  • Social proof moment (join streak, leaderboard placement)
  • Content creation (user generates something shareable)

Incentive structures that convert:

  • 7-day premium trial for both referrer and invitee
  • In-app credits or currency
  • Feature unlocks (themes, icons, advanced features)
  • Never require a referral — always make it optional

Load references/content-marketing.md for referral program design patterns.

Email & Push Notification Strategy

Push notification rules:

  • Send within user's active hours (track per-user timezone)
  • Limit to 1-2 per day maximum
  • Personalize with user data (name, last action, streak count)
  • Use urgency sparingly — not every message is urgent

Re-engagement timing:

SegmentTimingMessage Type
D1 churnedDay 2"You left off at [state]"
D7 churnedDay 8Feature they haven't tried
D30 churnedDay 31Major update or new feature
D90 churnedDay 91"We miss you" + incentive

Load references/content-marketing.md for email sequence templates and push notification copy patterns.

Execution Priority

For a brand-new app with zero budget, execute channels in this order:

  1. Week 1-2: Optimize App Store listing (screenshots, description, keywords)
  2. Week 2-3: Soft launch on Reddit (r/SideProject, niche subreddits)
  3. Week 3-4: Product Hunt launch
  4. Week 4-8: Begin TikTok/Reels content (3 videos/week)
  5. Week 4+: Start Apple Search Ads at $5/day
  6. Month 2+: Build referral loop into the app
  7. Month 3+: Begin content marketing / SEO

For an app with an existing user base, start with email/push re-engagement and referral loops before acquiring new users.

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