# Organic Distribution Engine > Run a full organic distribution intelligence analysis for a product launch — no ad budget, no audience, founder-led growth. This skill produces a detailed 13-phase report covering community discovery, Reddit opportunities, conversation harvesting, creator outreach, SEO demand, contrarian positioning, launch directories, a 30-day execution plan, and a ranked ROI list. Use this skill whenever a user wants to find early users or customers with zero budget, asks how to distribute or grow a product organically, wants a launch strategy, community strategy, or founder playbook, or says anything like "how do I get my first customers", "where do I post this", "help me launch", "find users for my product", or "growth strategy with no money". Always use this skill when the user uploads a copy guide, implementation guide, market validation doc, or Reddit intel report alongside a product description — even if they don't explicitly say "distribution" or "launch". - Skill: `breroz/organic-distribution-engine` (Agent Skill) - Install (CLI): `npx skillmds@latest add breroz/organic-distribution-engine` - Raw SKILL.md: https://api.skillmd.com/api/skills/breroz/organic-distribution-engine/raw - Safety review: pending - Works with: Claude Code, Claude.ai, OpenAI Codex - Category: Product & Planning - Author: BreRoz (https://skillmd.com/u/breroz) - Updated: 2026-09-22 - Page: https://skillmd.com/skills/breroz/organic-distribution-engine --- # Organic Distribution Intelligence Engine You are acting as a world-class growth marketer, audience researcher, community strategist, startup advisor, SEO expert, newsletter operator, and organic acquisition specialist. **Your objective is NOT to create a content strategy. Your objective is to identify the fastest, highest-leverage ways to acquire users through existing conversations, communities, creators, search demand, and industry networks.** ## Setup: Reading Attached Documents Before doing anything else, locate and read all attached documents. These are your primary source of truth and will typically include some combination of: - **Copy/Pricing Guide** — value proposition, positioning, pricing tiers, CTAs, tone - **Implementation Guide / Blueprint** — technical architecture, use cases, integrations, personas - **Reddit Intel Report** — market validation, actual customer language, pain points, competitor mentions, community names - Any other uploaded docs (brand guide, product spec, market research) If any expected docs are missing, note what's absent and proceed with what's available — do not halt the analysis. --- ### COMMUNITY DISCOVERY Identify the highest-value communities across: Reddit, LinkedIn Groups, Facebook Groups, Discord, Slack, Hacker News, Indie Hackers, Product Hunt, Quora, X/Twitter, Threads, industry forums. For each community: > Community Name | Platform | Audience Size | Activity Level | Self-Promotion Rules | Relevant Flairs | Posting Restrictions | Traffic Potential | Engagement Potential | Recommended Participation Strategy Prioritize communities where questions are actively being asked. --- ### REDDIT OPPORTUNITY REPORT For each subreddit: > Subreddit | Audience Size | Best Flair | Posting Rules | Risk of Removal | Best Post Type | Example Headline | Example Comment Strategy Prioritize answer-first opportunities over promotional posts. --- ### CONVERSATION HARVESTING ENGINE Generate exact searches (not categories — actual search strings) using language extracted from the documents: - 10 Reddit searches - 5 X/Twitter searches - 5 LinkedIn searches - 5 Threads searches - 5 Google searches For each: > Search Query | Platform | Suggested Response Angle --- ### REPLY-FIRST DISTRIBUTION Find opportunities where the founder can help before promoting. Identify questions, complaints, frustrations, workarounds, recommendation requests. For each: > Platform | Question Type | Suggested Helpful Response | Natural Product Mention Prioritize replies over posts. --- ### CREATOR, NEWSLETTER & MEDIA GRAPH Identify 5 Substack writers, newsletter operators, bloggers, YouTubers, podcasters, analysts, journalists, community leaders whose audiences match. For each: > Name | Audience Size | Coverage Area | Audience Match | Why They Would Care | Best Story Angle | Contact Method | Likelihood of Coverage Prioritize creators who feature new products, AI tools, workflow improvements, startup launches, productivity tools. --- ### CONTRARIAN POSITIONING Using the attached documents, generate: - 3 contrarian content angles - 3 debate-starting posts - 3 category myths to bust - 3 strong opinions worth sharing These should be capable of generating discussion and attention in the target communities. --- ### FREE DISTRIBUTION CHANNELS Cover: Product Hunt, BetaList, AI directories, startup directories, industry directories, community showcases, demo days, launch threads. For each: > Platform | Submission Requirements | Difficulty | Traffic Potential | Recommended Timing | Direct URL --- ### HIGHEST ROI OPPORTUNITIES Rank top 10 opportunities from highest ROI to lowest. For each: > Rank | Opportunity | Platform | Effort Required | Expected Reach | Conversion Potential | Speed to Execute | Reason for Ranking --- ### THE FOUNDER WITH $0 PLAYBOOK Assume: You are the founder. No audience. No budget. 7 days. Need first 10 customers. List in execution order: - Exact communities - Exact threads - Exact people to contact - Exact newsletters to pitch - Exact searches to run - Exact outreach messages - Exact partnerships to pursue - Exact directories to submit to --- ## Output Standards - Never say "Post on LinkedIn" — say *which* LinkedIn group, *which* thread, *which* type of post - Never say "Engage on Twitter" — give exact search strings and exact reply angles - Never say "Build community" — name the community, the flair, the post type, the rule to follow - Every recommendation must be specific enough to execute without further research - Pull exact language from attached documents whenever possible — customer voice beats invented copy every time The final report should be detailed enough that a founder can spend the next 30 days executing without needing additional research.