# Growth & Discovery — MDRSS catalog

> AI search visibility, product discovery and go-to-market.
> Aggregate catalog URL: https://mdrss.com/catalog/growth

## Feeds

- [Growth & Discovery](https://mdrss.com/s/growth) — AI search visibility, product discovery and go-to-market.

## Aggregate endpoints

- RSS: https://mdrss.com/catalog/growth/rss.xml
- JSON: https://mdrss.com/catalog/growth/feed.json

## Curated snapshots (36)

### [Team Composition Analysis](https://mdrss.com/growth/marketing-seo-and-growth/901447/901447.md)

Design optimal team structures, hiring plans, compensation strategies, and equity allocation for early-stage startups from pre-seed through Series A. Use it to give an agent explicit responsibilities, steps and constraints.

Feed: [growth](https://mdrss.com/s/growth) · Snapshot: 2026-08-04T16:17:00.000Z · Version: 1

### [Startup Metrics Framework](https://mdrss.com/growth/marketing-seo-and-growth/901446/901446.md)

Comprehensive guide to tracking, calculating, and optimizing key performance metrics for different startup business models from seed through Series A. Use it to give an agent explicit responsibilities, steps and constraints.

Feed: [growth](https://mdrss.com/s/growth) · Snapshot: 2026-08-04T16:17:00.000Z · Version: 1

### [Startup Financial Modeling](https://mdrss.com/growth/marketing-seo-and-growth/901445/901445.md)

Build comprehensive 3-5 year financial models with revenue projections, cost structures, cash flow analysis, and scenario planning for early-stage startups. Use it to give an agent explicit responsibilities, steps and constraints.

Feed: [growth](https://mdrss.com/s/growth) · Snapshot: 2026-08-04T16:17:00.000Z · Version: 1

### [market-sizing-analysis — detailed patterns and worked examples](https://mdrss.com/growth/marketing-seo-and-growth/901444/901444.md)

Start with total market size and narrow to addressable segments. Use it to give an agent explicit responsibilities, steps and constraints.

Feed: [growth](https://mdrss.com/s/growth) · Snapshot: 2026-08-04T16:17:00.000Z · Version: 1

### [Market Sizing Data Sources](https://mdrss.com/growth/marketing-seo-and-growth/901443/901443.md)

Curated list of credible sources for market research and sizing analysis. Use it to give an agent explicit responsibilities, steps and constraints.

Feed: [growth](https://mdrss.com/s/growth) · Snapshot: 2026-08-04T16:17:00.000Z · Version: 1

### [SaaS Market Sizing Example: AI-Powered Email Marketing for E-Commerce](https://mdrss.com/growth/marketing-seo-and-growth/901442/901442.md)

Complete TAM/SAM/SOM calculation for a B2B SaaS startup using bottom-up and top-down methodologies. Use it to give an agent explicit responsibilities, steps and constraints.

Feed: [growth](https://mdrss.com/s/growth) · Snapshot: 2026-08-04T16:17:00.000Z · Version: 1

### [Competitive Landscape Analysis](https://mdrss.com/growth/marketing-seo-and-growth/901441/901441.md)

Comprehensive frameworks for analyzing competition, identifying differentiation opportunities, and developing winning market positioning strategies. Use it to give an agent explicit responsibilities, steps and constraints.

Feed: [growth](https://mdrss.com/s/growth) · Snapshot: 2026-08-04T16:17:00.000Z · Version: 1

### [Market Opportunity Analysis](https://mdrss.com/growth/marketing-seo-and-growth/901440/901440.md)

Generate a comprehensive market opportunity analysis for a startup, including Total Addressable Market (TAM), Serviceable Available Market (SAM), and Serviceable Obtainable Market (SOM) calculations using both bottom-up and top-down methodologies. Use it to give an agent explicit responsibilities, steps and constraints.

Feed: [growth](https://mdrss.com/s/growth) · Snapshot: 2026-08-04T16:17:00.000Z · Version: 1

### [Financial Projections](https://mdrss.com/growth/marketing-seo-and-growth/901439/901439.md)

Create a comprehensive 3-5 year financial model with revenue projections, cost structure, headcount planning, cash flow analysis, and three-scenario modeling (conservative, base, optimistic) for startup financial planning and fundraising. Use it to give an agent explicit responsibilities, steps and constraints.

Feed: [growth](https://mdrss.com/s/growth) · Snapshot: 2026-08-04T16:17:00.000Z · Version: 1

### [Business Case Generator](https://mdrss.com/growth/marketing-seo-and-growth/901438/901438.md)

Generate a comprehensive, investor-ready business case document covering market opportunity, solution, competitive landscape, financial projections, team, risks, and funding ask for startup fundraising and strategic planning. Use it to give an agent explicit responsibilities, steps and constraints.

Feed: [growth](https://mdrss.com/s/growth) · Snapshot: 2026-08-04T16:17:00.000Z · Version: 1

### [Startup analyst](https://mdrss.com/growth/marketing-seo-and-growth/901437/901437.md)

You are an expert startup business analyst specializing in helping early-stage companies (pre-seed through Series A) with market sizing, financial modeling, competitive strategy, and business planning. Use it to give an agent explicit responsibilities, steps and constraints.

Feed: [growth](https://mdrss.com/s/growth) · Snapshot: 2026-08-04T16:17:00.000Z · Version: 1

### [Code Migration Assistant](https://mdrss.com/growth/marketing-seo-and-growth/901297/901297.md)

You are a code migration expert specializing in transitioning codebases between frameworks, languages, versions, and platforms. Generate comprehensive migration plans, automated migration scripts, and ensure smooth transitions with minimal disruption. Use it to give an agent explicit responsibilities, steps and constraints.

Feed: [growth](https://mdrss.com/s/growth) · Snapshot: 2026-08-04T16:17:00.000Z · Version: 1

### [Entity Framework Core Best Practices](https://mdrss.com/growth/product-startup-strategy/901294/901294.md)

Performance optimization and best practices for EF Core in production applications. Use it to give an agent explicit responsibilities, steps and constraints.

Feed: [growth](https://mdrss.com/s/growth) · Snapshot: 2026-08-04T16:17:00.000Z · Version: 1

### [Dapper Patterns and Best Practices](https://mdrss.com/growth/product-startup-strategy/901293/901293.md)

Advanced patterns for high-performance data access with Dapper in .NET. Use it to give an agent explicit responsibilities, steps and constraints.

Feed: [growth](https://mdrss.com/s/growth) · Snapshot: 2026-08-04T16:17:00.000Z · Version: 1

### [HADS Claude](https://mdrss.com/growth/marketing-seo-and-growth/901291/901291.md)

This skill teaches Claude how to read, generate, and validate HADS documents. Read all  SPEC  blocks before responding to any HADS-related request. Read  NOTE  blocks if you need context on intent or edge cases. Use it to give an agent explicit responsibilities, steps and constraints.

Feed: [growth](https://mdrss.com/s/growth) · Snapshot: 2026-08-04T16:17:00.000Z · Version: 1

### [Stitch Architecture Reference](https://mdrss.com/growth/marketing-seo-and-growth/901218/901218.md)

Stable patterns for working with Stitch. This file covers concepts and taxonomies that remain consistent across SDK versions. For the current API surface (parameter names, return shapes, enum values), the authoritative source is the SDK repository linked in the Stitch Documentati. Use it to give an agent explicit responsibilities, steps and constraints.

Feed: [growth](https://mdrss.com/s/growth) · Snapshot: 2026-08-04T16:17:00.000Z · Version: 1

### [Brand Discovery Interview Framework](https://mdrss.com/growth/marketing-seo-and-growth/901217/901217.md)

1. "What's your project called?" - Extract exact spelling, capitalization, and any tagline they mention. Use it to give an agent explicit responsibilities, steps and constraints.

Feed: [growth](https://mdrss.com/s/growth) · Snapshot: 2026-08-04T16:17:00.000Z · Version: 1

### [Brand Landing Page Designer](https://mdrss.com/growth/marketing-seo-and-growth/901216/901216.md)

You are a design consultant embedded in a developer's workflow. Your user has built a product, side project, or service and needs a landing page -- but hasn't thought much about brand identity, visual direction, or how to communicate their product to non-technical visitors. You g. Use it to give an agent explicit responsibilities, steps and constraints.

Feed: [growth](https://mdrss.com/s/growth) · Snapshot: 2026-08-04T16:17:00.000Z · Version: 1

### [Product Manager Skills](https://mdrss.com/growth/product-startup-strategy/901064/901064.md)

Generic AI output is a PM's worst enemy. When you tell your agent "write a PRD" without shared context, you get a generic document that no stakeholder trusts and no engineer can act on. Use it to build a structured path from fundamentals to hands-on practice.

Feed: [growth](https://mdrss.com/s/growth) · Snapshot: 2026-08-04T16:17:00.000Z · Version: 1

### [PM Brain-as-Code](https://mdrss.com/growth/marketing-seo-and-growth/901044/901044.md)

Product work is messy — a lot of the time it feels like brain soup. No one can hold all the important context in their brain, and most tools assume you already know what to build and have alignment. Use it as a repeatable review, validation or hardening pass.

Feed: [growth](https://mdrss.com/s/growth) · Snapshot: 2026-08-04T16:17:00.000Z · Version: 1

### [Open Product Management](https://mdrss.com/growth/marketing-seo-and-growth/901029/901029.md)

A curated list of product management advice from frameworks, interviews, experts, resources, books, products, career preps, and much more. The list is divided into cores such as product management, resources, interviews, case Studies, sample products/projects, communities, open s. Use it to build a structured path from fundamentals to hands-on practice.

Feed: [growth](https://mdrss.com/s/growth) · Snapshot: 2026-08-04T16:17:00.000Z · Version: 1

### [Cybersecurity Skills and Career Roadmap](https://mdrss.com/growth/product-growth-and-gtm/2684/2684.md)

Skills and Career Roadmap for Cybersecurity Professionals. Either you are planning or already into this domain, you can use this as your reference for various skill sets, job details, security concepts and general guidance.

Feed: [growth](https://mdrss.com/s/growth) · Snapshot: 2026-08-04T12:18:01.730Z · Version: 1

### [DoubleEntry](https://mdrss.com/growth/product-growth-and-gtm/2154/2154.md)

DoubleEntry is an accounting system based on the principles of a Double-entry Bookkeeping system. While this gem acts like a double-entry bookkeeping system, as it creates two entries in the database for each transfer, it does not enforce accounting rules, other than optionally ensuring a balance is positive, and through an allowlist of approved transfers.

Feed: [growth](https://mdrss.com/s/growth) · Snapshot: 2026-08-04T12:18:00.370Z · Version: 1

### [1 - Dependency](https://mdrss.com/growth/product-growth-and-gtm/1895/1895.md)

SEOTools - SEO Tools for Laravel and Lumen SEOTools is a package for Laravel 5.8+ and Lumen that provides helpers for some common SEO techniques. For license information check the LICENSE-file.

Feed: [growth](https://mdrss.com/s/growth) · Snapshot: 2026-08-04T12:18:00.370Z · Version: 1

### [ERPSAAS](https://mdrss.com/growth/product-growth-and-gtm/1889/1889.md)

A Laravel and Filament-powered accounting platform featuring full double-entry accrual accounting, delivering modern automation for professional financial management. While ERPSAAS is open-source, maintaining it requires significant time and resources.

Feed: [growth](https://mdrss.com/s/growth) · Snapshot: 2026-08-04T12:18:01.730Z · Version: 1

### [Star History](https://mdrss.com/growth/ai-search-and-geo/1760/1760.md)

Optimize websites for AI-powered search engines (ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews) while maintaining traditional SEO foundations. This tool optimizes for where traffic is going, not where it was.

Feed: [growth](https://mdrss.com/s/growth) · Snapshot: 2026-08-04T12:17:58.694Z · Version: 1

### [Content generation solution accelerator](https://mdrss.com/growth/product-growth-and-gtm/1536/1536.md)

This solution accelerator is an internal chatbot that interprets and understands context and direction from creative briefs to create multi-modal text and image content for marketing ad campaigns. Built on the Microsoft Agent Framework with HandoffBuilder orchestration, it uses specialized AI agents to parse briefs, research product data, generate content, and validate brand compliance.

Feed: [growth](https://mdrss.com/s/growth) · Snapshot: 2026-08-04T12:18:00.370Z · Version: 1

### [Startup Founder Skills for AI Agents](https://mdrss.com/growth/product-growth-and-gtm/1528/1528.md)

I've been bootstrapping and starting companies for the past 10 years (still working hard at 996 level). Somewhere along the way, I realized that more and more of what I do every day — writing cold emails, drafting pitch decks, prepping for calls, reviewing contracts, writing job descriptions — can be automated.

Feed: [growth](https://mdrss.com/s/growth) · Snapshot: 2026-08-04T12:17:58.694Z · Version: 1

### [Awesome Marketing](https://mdrss.com/growth/product-growth-and-gtm/1215/1215.md)

A curated list of awesome marketing tools, books, blogs, podcasts, and resources for marketers, business professionals, and anyone interested in the art and science of marketing. Whether you're focused on digital marketing, content marketing, or searching for specific insights, this list aims to provide valuable resources across a wide spectrum of marketing disciplines.

Feed: [growth](https://mdrss.com/s/growth) · Snapshot: 2026-08-04T12:18:00.370Z · Version: 1

### [Embedded Systems Engineering Roadmap](https://mdrss.com/growth/product-growth-and-gtm/1212/1212.md)

This roadmap is designed to help beginners aspiring to build a career as an Embedded Engineer/Developer, as well as assist current practitioners in expanding their skills. Embedded engineering demands a solid understanding of hardware functionality as well as software development and programming skills.

Feed: [growth](https://mdrss.com/s/growth) · Snapshot: 2026-08-04T12:18:00.370Z · Version: 1

### [AI Analyst v2](https://mdrss.com/growth/product-growth-and-gtm/1172/1172.md)

You ask a business question, it runs a pipeline of 18 agents that frame the question, explore your data, find the root cause, build a narrative, and hand you a validated slide deck with speaker notes. 18 specialized agents | 39 auto-applied skills | 20 slash commands | DAG-based parallel execution | PDF + HTML export --- This is a tool for analysts, not a replacement for them.

Feed: [growth](https://mdrss.com/s/growth) · Snapshot: 2026-08-04T12:18:00.370Z · Version: 1

### [Marketing Skills for AI Agents](https://mdrss.com/growth/ai-search-and-geo/1165/1165.md)

A collection of AI agent skills focused on marketing tasks. Built for technical marketers and founders who want AI coding agents to help with conversion optimization, copywriting, SEO, analytics, and growth engineering.

Feed: [growth](https://mdrss.com/s/growth) · Snapshot: 2026-08-04T12:17:58.694Z · Version: 1

### [Awesome GIS](https://mdrss.com/growth/ai-search-and-geo/877/877.md)

Awesome GIS is a collection of geospatial related sources, including cartographic tools, geoanalysis tools, developer tools, data, conference & communities, news, massive open online course, some amazing map sites, and more. Or you can comment below this issue: Welcome to contribute Inspired by Awesome Python.

Feed: [growth](https://mdrss.com/s/growth) · Snapshot: 2026-08-04T12:17:58.694Z · Version: 1

### [DataTrove](https://mdrss.com/growth/product-growth-and-gtm/781/781.md)

DataTrove is a library to process, filter and deduplicate text data at a very large scale. It provides a set of prebuilt commonly used processing blocks with a framework to easily add custom functionality.

Feed: [growth](https://mdrss.com/s/growth) · Snapshot: 2026-08-04T12:17:58.694Z · Version: 1

### [Try Manubot](https://mdrss.com/growth/product-growth-and-gtm/756/756.md)

--- This repository uses Manubot to automatically produce a manuscript from the source in the content directory. Check out the Manubot catalog for examples of what is possible when writing with Manubot.

Feed: [growth](https://mdrss.com/s/growth) · Snapshot: 2026-08-04T12:17:58.694Z · Version: 1

### [Awesome Product Management](https://mdrss.com/growth/product-growth-and-gtm/738/738.md)

--- Curated list of Product Management Resources :seedling: 🚀 🚀 wireframes, mockups, diagrams and prototypes. and deliver behavior-based engagement every step of the way.

Feed: [growth](https://mdrss.com/s/growth) · Snapshot: 2026-08-04T12:18:01.730Z · Version: 1