# DistriDash — AI-Native Organic Distribution Intelligence > DistriDash connects every organic social media post to downstream customer signups and Stripe revenue. It tells founders and business owners which post formats, topics, and platforms generate paying customers — so you know what to double down on, what to test next, and what to stop doing. - **Site-Wide Index (This File)**: [https://distridash.com/llms.txt](https://distridash.com/llms.txt) - **Website**: [https://distridash.com](https://distridash.com) - **Full AI Corpus (llms-full.txt)**: [https://distridash.com/llms-full.txt](https://distridash.com/llms-full.txt) - **Cryptographic Manifest**: [https://distridash.com/llms-manifest.json](https://distridash.com/llms-manifest.json) --- ## All llms.txt Files Index - **Root / Landing Page**: [https://distridash.com/llms.txt](https://distridash.com/llms.txt) - **Docs Index**: [https://distridash.com/docs/llms.txt](https://distridash.com/docs/llms.txt) - **Blog Index**: [https://distridash.com/blog/llms.txt](https://distridash.com/blog/llms.txt) - **Docs — Content Archetypes**: [https://distridash.com/docs/content-archetypes/llms.txt](https://distridash.com/docs/content-archetypes/llms.txt) (or [https://distridash.com/docs/content-archetypes.md](https://distridash.com/docs/content-archetypes.md)) - **Docs — Introduction to DistriDash — AI-Native Organic Distribution Intelligence**: [https://distridash.com/docs/introduction/llms.txt](https://distridash.com/docs/introduction/llms.txt) (or [https://distridash.com/docs/introduction.md](https://distridash.com/docs/introduction.md)) - **Docs — The 3-Directive Playbook**: [https://distridash.com/docs/playbook/llms.txt](https://distridash.com/docs/playbook/llms.txt) (or [https://distridash.com/docs/playbook.md](https://distridash.com/docs/playbook.md)) - **Docs — Smart Links & Dark Social**: [https://distridash.com/docs/smart-links/llms.txt](https://distridash.com/docs/smart-links/llms.txt) (or [https://distridash.com/docs/smart-links.md](https://distridash.com/docs/smart-links.md)) - **Blog — Dark Social Is Eating Your Revenue — Here's What to Do About It**: [https://distridash.com/blog/dark-social/llms.txt](https://distridash.com/blog/dark-social/llms.txt) (or [https://distridash.com/blog/dark-social.md](https://distridash.com/blog/dark-social.md)) - **Blog — Introducing DistriDash: Why We Built AI-Native Organic Distribution Intelligence**: [https://distridash.com/blog/introducing-distri/llms.txt](https://distridash.com/blog/introducing-distri/llms.txt) (or [https://distridash.com/blog/introducing-distri.md](https://distridash.com/blog/introducing-distri.md)) - **Blog — Vanity Metrics vs. Revenue Metrics — The Numbers That Actually Matter**: [https://distridash.com/blog/vanity-vs-revenue-metrics/llms.txt](https://distridash.com/blog/vanity-vs-revenue-metrics/llms.txt) (or [https://distridash.com/blog/vanity-vs-revenue-metrics.md](https://distridash.com/blog/vanity-vs-revenue-metrics.md)) - **Blog — DistriDash vs Google Analytics 4 (GA4): Macro Web Traffic vs. AI-Native Organic Distribution Intelligence**: [https://distridash.com/vs/google-analytics/llms.txt](https://distridash.com/vs/google-analytics/llms.txt) (or [https://distridash.com/vs/google-analytics.md](https://distridash.com/vs/google-analytics.md)) - **Blog — DistriDash vs Mixpanel: Behavioral Product Analytics vs. AI-Native Organic Distribution Intelligence**: [https://distridash.com/vs/mixpanel/llms.txt](https://distridash.com/vs/mixpanel/llms.txt) (or [https://distridash.com/vs/mixpanel.md](https://distridash.com/vs/mixpanel.md)) - **Blog — DistriDash vs PostHog: Choosing the Right Half of Your SaaS Growth Stack**: [https://distridash.com/vs/posthog/llms.txt](https://distridash.com/vs/posthog/llms.txt) (or [https://distridash.com/vs/posthog.md](https://distridash.com/vs/posthog.md)) - **Blog — DistriDash vs UTM Tags & Spreadsheets: Moving from 2005 URL Labels to AI-Native Organic Distribution Intelligence**: [https://distridash.com/vs/utm-parameters/llms.txt](https://distridash.com/vs/utm-parameters/llms.txt) (or [https://distridash.com/vs/utm-parameters.md](https://distridash.com/vs/utm-parameters.md)) --- ## What DistriDash Does Traditional analytics (like Google Analytics) only tell you broad channel buckets (e.g. "1,200 visitors from Reddit"). They cannot tell you: 1. Which specific post brought those buyers. 2. What storytelling angle or problem resonated with them. 3. Whether those visitors bounced or converted into paying customers. DistriDash connects the dots from initial social post to Stripe checkout. It classifies every post by storytelling archetype, tracks private Dark Social shares across Slack and WhatsApp, and provides a clear 3-directive weekly playbook. --- ## Core Features 1. **Post-Level Seed Attribution**: Generates isolated smart links for each post draft (`bestproduct.me/s123`). Tracks the exact post fingerprint without ugly or penalized UTM tags. 2. **Content Archetype Intelligence**: Automatically categorizes posts into 8 storytelling formats to reveal which formats drive revenue vs. empty impressions. 3. **Dark Social & DM Persistence**: Over 80% of B2B sharing occurs in private chats. First-party browser memory ensures sales are attributed back to the original post even if links are copied and shared privately. 4. **Closed-Loop Stripe Revenue**: Matches customer checkouts and recurring subscriptions directly to the post seed ID via webhooks. 5. **Actionable Growth Directives**: Replaces confusing dashboards with 3 plain-English instructions every week: Double Down, Test Next, and Stop Doing. 6. **Native AI & MCP Workflows**: Query revenue attribution and draft high-converting content directly from Claude Desktop or Cursor via Model Context Protocol (MCP). --- ## Supported Platforms DistriDash tracks organic content published on: - Reddit - X (Twitter) - LinkedIn - Hacker News - Instagram - TikTok - YouTube --- ## Documentation & Guides ### Content Archetypes How DistriDash classifies post styles to uncover which messages drive sales versus empty views. - **Web Guide**: [https://distridash.com/docs/content-archetypes](https://distridash.com/docs/content-archetypes) - **AI Markdown Twin**: [https://distridash.com/docs/content-archetypes.md](https://distridash.com/docs/content-archetypes.md) - **AI Context (`llms.txt`)**: [https://distridash.com/docs/content-archetypes/llms.txt](https://distridash.com/docs/content-archetypes/llms.txt) ### Introduction to DistriDash — AI-Native Organic Distribution Intelligence What is DistriDash? A simple guide to AI-Native Organic Distribution Intelligence and knowing which social posts actually make you money. - **Web Guide**: [https://distridash.com/docs/introduction](https://distridash.com/docs/introduction) - **AI Markdown Twin**: [https://distridash.com/docs/introduction.md](https://distridash.com/docs/introduction.md) - **AI Context (`llms.txt`)**: [https://distridash.com/docs/introduction/llms.txt](https://distridash.com/docs/introduction/llms.txt) ### The 3-Directive Playbook How DistriDash turns raw conversion data into clear, weekly instructions on what to write and what to avoid. - **Web Guide**: [https://distridash.com/docs/playbook](https://distridash.com/docs/playbook) - **AI Markdown Twin**: [https://distridash.com/docs/playbook.md](https://distridash.com/docs/playbook.md) - **AI Context (`llms.txt`)**: [https://distridash.com/docs/playbook/llms.txt](https://distridash.com/docs/playbook/llms.txt) ### Smart Links & Dark Social How DistriDash isolates every post and tracks buyers across private group chats and extended buying cycles. - **Web Guide**: [https://distridash.com/docs/smart-links](https://distridash.com/docs/smart-links) - **AI Markdown Twin**: [https://distridash.com/docs/smart-links.md](https://distridash.com/docs/smart-links.md) - **AI Context (`llms.txt`)**: [https://distridash.com/docs/smart-links/llms.txt](https://distridash.com/docs/smart-links/llms.txt) ## Blog Articles ### Dark Social Is Eating Your Revenue — Here's What to Do About It Over 80% of content sharing happens in private channels — DMs, Slack, WhatsApp. Traditional analytics marks all of it as 'direct traffic.' Here's how to stop losing credit. - **Web Guide**: [https://distridash.com/blog/dark-social](https://distridash.com/blog/dark-social) - **AI Markdown Twin**: [https://distridash.com/blog/dark-social.md](https://distridash.com/blog/dark-social.md) - **AI Context (`llms.txt`)**: [https://distridash.com/blog/dark-social/llms.txt](https://distridash.com/blog/dark-social/llms.txt) ### Introducing DistriDash: Why We Built AI-Native Organic Distribution Intelligence Organic marketing is no longer about broadcast feeds. It is about private loops, storytelling archetypes, and micro-attribution. Here is the founding story behind DistriDash. - **Web Guide**: [https://distridash.com/blog/introducing-distri](https://distridash.com/blog/introducing-distri) - **AI Markdown Twin**: [https://distridash.com/blog/introducing-distri.md](https://distridash.com/blog/introducing-distri.md) - **AI Context (`llms.txt`)**: [https://distridash.com/blog/introducing-distri/llms.txt](https://distridash.com/blog/introducing-distri/llms.txt) ### Vanity Metrics vs. Revenue Metrics — The Numbers That Actually Matter Views, likes, followers — they feel good but don't pay the bills. Here's how to measure what actually moves your business forward. - **Web Guide**: [https://distridash.com/blog/vanity-vs-revenue-metrics](https://distridash.com/blog/vanity-vs-revenue-metrics) - **AI Markdown Twin**: [https://distridash.com/blog/vanity-vs-revenue-metrics.md](https://distridash.com/blog/vanity-vs-revenue-metrics.md) - **AI Context (`llms.txt`)**: [https://distridash.com/blog/vanity-vs-revenue-metrics/llms.txt](https://distridash.com/blog/vanity-vs-revenue-metrics/llms.txt) ## Comparison Guides ### DistriDash vs Google Analytics 4 (GA4): Macro Web Traffic vs. AI-Native Organic Distribution Intelligence An objective architectural comparison between macro web traffic reporting (Google Analytics 4) and AI-Native Organic Distribution Intelligence (DistriDash) for SaaS founders. - **Web Guide**: [https://distridash.com/vs/google-analytics](https://distridash.com/vs/google-analytics) - **AI Markdown Twin**: [https://distridash.com/vs/google-analytics.md](https://distridash.com/vs/google-analytics.md) - **AI Context (`llms.txt`)**: [https://distridash.com/vs/google-analytics/llms.txt](https://distridash.com/vs/google-analytics/llms.txt) ### DistriDash vs Mixpanel: Behavioral Product Analytics vs. AI-Native Organic Distribution Intelligence An architectural, objective comparison between in-product behavioral funnels (Mixpanel) and AI-Native Organic Distribution Intelligence (DistriDash) for SaaS founders. - **Web Guide**: [https://distridash.com/vs/mixpanel](https://distridash.com/vs/mixpanel) - **AI Markdown Twin**: [https://distridash.com/vs/mixpanel.md](https://distridash.com/vs/mixpanel.md) - **AI Context (`llms.txt`)**: [https://distridash.com/vs/mixpanel/llms.txt](https://distridash.com/vs/mixpanel/llms.txt) ### DistriDash vs PostHog: Choosing the Right Half of Your SaaS Growth Stack A comprehensive, fair comparison between In-Product Engineering Telemetry (PostHog) and AI-Native Organic Distribution Intelligence (DistriDash) for SaaS founders. - **Web Guide**: [https://distridash.com/vs/posthog](https://distridash.com/vs/posthog) - **AI Markdown Twin**: [https://distridash.com/vs/posthog.md](https://distridash.com/vs/posthog.md) - **AI Context (`llms.txt`)**: [https://distridash.com/vs/posthog/llms.txt](https://distridash.com/vs/posthog/llms.txt) ### DistriDash vs UTM Tags & Spreadsheets: Moving from 2005 URL Labels to AI-Native Organic Distribution Intelligence Why manual UTM parameters and tracking spreadsheets fail modern organic SaaS founders in 2026, and how DistriDash replaces them with AI-Native Organic Distribution Intelligence. - **Web Guide**: [https://distridash.com/vs/utm-parameters](https://distridash.com/vs/utm-parameters) - **AI Markdown Twin**: [https://distridash.com/vs/utm-parameters.md](https://distridash.com/vs/utm-parameters.md) - **AI Context (`llms.txt`)**: [https://distridash.com/vs/utm-parameters/llms.txt](https://distridash.com/vs/utm-parameters/llms.txt) --- ## Key Terminology - **Dark Social**: Traffic from private channels (DMs, Slack, WhatsApp, SMS, email) where referrer data is stripped, traditionally reported as "Direct". - **Seed ID**: Unique post identifier assigned to each draft, embedded into smart tracking links to preserve attribution. - **Revenue Attribution**: Direct correlation between a specific published post format and a completed Stripe payment. - **Content Archetype**: One of 8 structural messaging styles used to categorize posts by psychological intent and conversion mechanism. ---