Launching an AI Content Platform MVP in 3 Weeks
How SpeedMVPs helped a content-tech startup ship a production-ready AI content platform MVP in 3 weeks—from idea to live product.
Project Overview
What We Built
- An AI content platform MVP that enables marketing teams to generate blog posts, social copy, and email content from a single dashboard. The platform uses LLMs for first-draft generation, includes SEO optimization suggestions, and integrates with popular CMS and scheduling tools.
- Content teams waste hours on repetitive writing tasks. This MVP proves that AI can 10x content output while maintaining brand voice and quality—validating the product before full-scale build.
- Ideal for: Marketing teams scaling content output, Agencies managing multiple client brands, SaaS companies building content-led growth
The Challenge
- Content teams were drowning in manual writing—blog posts, social captions, and email sequences took days per piece. Inconsistent quality and slow turnaround blocked growth for content-led businesses.
- Hours spent on repetitive first drafts that could be AI-generated
- No single tool to maintain brand voice across all content types
- Manual SEO optimization and keyword insertion across dozens of pieces
Our Solution
- SpeedMVPs built a focused AI content platform MVP in 3 weeks: a web app with template-based content generation, brand voice tuning via few-shot prompts, and integrations with Notion and Buffer for seamless workflow. We used a RAG-style approach over brand guidelines to keep output on-message.
- Template-first generation (blog, social, email) to ship fast and iterate
- Brand voice stored as structured prompts + example content for consistency
- Export to Notion/Google Docs and Buffer for minimal workflow disruption
Results & Impact
- The client launched their AI content platform to beta users within 3 weeks. Early feedback validated product-market fit, and they raised a seed round to scale the full product.
- 3x increase in content output for pilot customers
- Unified brand voice across blog, social, and email content
- Clear path from MVP to full product with proven demand
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