Case Study: How One Startup Ranked in 3 Months With AI SEO
September 14, 2025
By Kaayf
Case studies

📊 Case Study: How One Startup Ranked in 3 Months With AI SEO
Most founders think SEO is a 12–18 month game.
But in this case study, we’ll show you how a YC-backed SaaS startup went from invisible to ranking on Google—and being cited in LLMs—in just 90 days.
🚀 The Challenge
- New startup in the B2B SaaS space.
- Had zero organic visibility.
- Competitors were already spending heavily on ads and content.
- Investors wanted proof of organic traction before committing to Series A.
They couldn’t wait 12 months. They needed results now.
🧩 Our Approach
We applied Traconomics’ AI SEO + GEO framework, built specifically for startups:
- Foundation Setup
- Optimized technical SEO (site speed, structure, schema).
- Created an entity profile across Crunchbase, Wikidata, and developer directories.
- AI-Optimized Content
- Built long-form content designed for both Google and AI models.
- Answered “best tools for X” style prompts directly.
- Authority Signals
- Secured backlinks from YC blogs, niche SaaS publications, and tech news sites.
- Published thought-leadership pieces targeting LLM crawl datasets.
- Generative Testing
- Weekly testing on ChatGPT, Claude, Gemini, and Perplexity.
- Adjusted content until the startup became a default citation.
📈 The Results (90 Days)
- Google Rankings: From no visibility to top 10 for 12+ high-value keywords.
- LLM Citations: Mentioned in ChatGPT and Perplexity for “best SaaS tool for X.”
- Traffic Growth: 400% increase in organic traffic.
- Investor Confidence: Startup closed Series A with organic traction as proof.
🧠 Key Learnings
- SEO doesn’t need 18 months if done with AI-first strategy.
- Entity optimization is the fastest hack for GEO.
- Prompt testing is the new keyword research.
- Founders who wait until after Series A lose the compounding advantage.
🏆 Why Traconomics?
This case study isn’t an anomaly—it’s the new playbook.
With AI SEO + GEO, startups can:
- Rank faster.
- Build defensible authority.
- Impress both customers and investors.
If you’re a founder preparing for growth, don’t wait until it’s too late.
📩 Reach us at info@traconomics.com to start building your compounding SEO engine today.