mcpbeat

App Growth Playbook

robertguss/app-growth-playbook

Generate platform-specific, actionable growth playbooks for mobile apps. Use when planning a Product Hunt launch, creating TikTok/Reels content strategies, setting up Apple Search Ads campaigns, preparing App Store featuring submissions, building referral loops, designing email/push re-engagement campaigns, writing Reddit launch posts, or creating content marketing plans for app growth. Provides templates, scripts, timing guides, and step-by-step processes — not generic advice.

10k tokens
context cost
the whole folder, loaded on every use
5
files
instructions only
0
copies elsewhere
how many repositories repackaged it
102
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository
npx skills add https://github.com/robertguss/claude-code-toolkit --skill app-growth-playbook

What comes with it

32 336 bytes besides the instruction
references/content-marketing.md
references/paid-acquisition.md
references/product-hunt-playbook.md
references/social-media-templates.md

The instruction itself

15 sections, as written by the author

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.

| Channel | Best For | Budget | Timeline to Results |

| --------------------- | ---------------------------------------------- | --------- | ------------------- |

| Product Hunt | B2B, productivity, developer tools | Free | 1-2 weeks |

| Reddit | Niche/community apps, indie projects | Free | 2-4 weeks |

| TikTok/Reels | Consumer apps, visual apps, lifestyle | Free | 4-8 weeks |

| Apple Search Ads | Any iOS app with clear keywords | $5-20/day | 1-2 weeks |

| App Store Featuring | High-quality, design-forward apps | Free | 4-12 weeks |

| Content Marketing/SEO | Apps solving searchable problems | Free-low | 2-6 months |

| Referral/Viral Loops | Social, messaging, collaboration apps | Dev time | 4-8 weeks |

| Email/Push | Apps with existing user base needing retention | Free-low | 1-2 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:

| Metric | Formula | Target |

| --------------------- | ------------------------------ | ------------ |

| CAC | spend / installs | < 1/3 of LTV |

| Install-to-trial rate | trials / installs | > 30% |

| Trial-to-paid rate | paid / trials | > 10% |

| Payback period | CAC / 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):

  • Hook (2s) — pattern interrupt or bold claim
  • Problem (3s) — relatable frustration
  • Demo (10s) — screen recording with zooms and annotations
  • Result (3s) — before/after or outcome
  • 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):

| Campaign | Keywords | Bid | Budget Share |

| ---------- | ---------------------- | ---------- | ------------ |

| Brand | App name, variations | $0.50-1.00 | 10% |

| Competitor | Competitor app names | $1.00-3.00 | 20% |

| Category | Generic category terms | $0.75-2.00 | 40% |

| Discovery | Search Match (auto) | $0.50-1.50 | 30% |

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:

  • Open App Store Connect → navigate to the app
  • Use the "Promote Your App" section or email [email protected]
  • Time submissions around iOS releases, seasonal events, or major app updates
  • 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:

| Segment | Timing | Message Type |

| ----------- | ------ | --------------------------- |

| D1 churned | Day 2 | "You left off at [state]" |

| D7 churned | Day 8 | Feature they haven't tried |

| D30 churned | Day 31 | Major update or new feature |

| D90 churned | Day 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:

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

How to use it

Copy the folder

Take robertguss/app-growth-playbook from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

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