"The difference between the founder who pivots and the founder who breaks through isn't intelligence. It's having the right pattern recognized at the right moment."
You shipped. You launched. You got traffic.
But the conversion rate? 0.3%
You know something's broken. Maybe it's positioning. Maybe it's pricing. Maybe it's the landing page. Probably all three.
The answers exist. They're buried in:
- 847 hours of Lenny's Podcast
- 2,000+ scattered Twitter threads from operators
- The minds of consultants who charge $500/hour
- Books you bought but haven't read
You don't have a board. You don't have advisors. You don't have McKinsey.
But what if you had something better?
Patterns gives you instant access to the collective wisdom of 284 world-class operators.
Ask a question. Get answers grounded in the battle-tested frameworks of:
| When You're Stuck On... | You Get Wisdom From... |
|---|---|
| Positioning | April Dunford — "Obviously Awesome" framework, category design |
| Product Decisions | Shreyas Doshi — product sense, pre-mortems, high-agency thinking |
| Strategy | Marty Cagan — empowered teams, product discovery |
| Growth | Elena Verna — PLG mechanics, sustainable acquisition loops |
| Pricing | Madhavan Ramanujam — monetization, willingness-to-pay |
| Founder Psychology | Uri Levine — problem validation, building for exit |
Plus 278 more experts across product, growth, engineering, design, and operations.
Your situation:
"I built a Notion template for startup financial modeling. I've sold 12 copies at $29. Traffic is decent but conversion is terrible. What am I missing?"
Patterns responds:
"You're competing against free. Your positioning must answer: why pay $29 when Notion has free alternatives? Lead with the outcome—'Save 40 hours building your seed round model'—not the features."
"Use the regret minimization test: What will buyers regret if they don't purchase? If you can't say it in one sentence, your value prop is too abstract."
- Reframe from "financial model template" → "seed-stage fundraising toolkit"
- Add outcome-based social proof: "Used by 50+ YC founders" or testimonials
- Show the trade-off: "DIY: 40 hours. This template: 2 hours."
- Consider raising the price—$29 signals low value for something this important
Patterns uses a three-layer intelligence system:
┌─────────────────────────────────────┐
│ Your Question │
└──────────────┬──────────────────────┘
│
▼
┌─────────────────────────────────────┐
│ Hybrid Intelligence Engine │
│ ┌─────────────────────────────┐ │
│ │ 1. Semantic Understanding │ │
│ │ (meaning, not keywords) │ │
│ ├─────────────────────────────┤ │
│ │ 2. Knowledge Graph │ │
│ │ (expert relationships) │ │
│ ├─────────────────────────────┤ │
│ │ 3. Authority Weighting │ │
│ │ (domain expertise match) │ │
│ └─────────────────────────────┘ │
└──────────────┬──────────────────────┘
│
▼
┌─────────────────────────────────────┐
│ 33,000+ Wisdom Segments │
│ 284 Verified Experts │
│ 18 Domain Categories │
└──────────────┬──────────────────────┘
│
▼
┌─────────────────────────────────────┐
│ Contextual Answer + Action Items │
│ (grounded in YOUR specific case) │
└─────────────────────────────────────┘
This isn't ChatGPT guessing. Every recommendation is traceable to a specific expert's proven framework.
Patterns isn't just for launches. It's for every inflection point:
| Challenge | How Patterns Helps |
|---|---|
| "Should I pivot or persevere?" | Uri Levine's problem validation + Shreyas's pre-mortem framework |
| "How do I price this?" | Madhavan's monetization playbook + founder case studies |
| "Time to hire my first PM?" | Marty Cagan's team-building principles + interview frameworks |
| "How do I build a growth loop?" | Elena Verna's PLG mechanics + sustainable acquisition |
| "I need to raise—what's my narrative?" | Positioning frameworks + founder storytelling patterns |
I'm a solo founder. I've been in the 2 AM spiral.
The best startup advice exists. It's just locked behind:
- $500/hour consultants you can't afford
- 4-hour podcast episodes you don't have time for
- Networks you don't have access to
I built Patterns because the wisdom exists—it just needs to be accessible.
For the engineers and the curious:
Stack:
- Database: Supabase (pgvector + RPC functions)
- Embeddings: OpenAI text-embedding-3-small
- Search: Hybrid semantic + keyword + authority ranking
- Frontend: Built with Emergent
Quick Start:
git clone https://github.com/raviteja-palanki/Patterns.git
cd Patterns
cp .env.example .env
# Add SUPABASE_URL and SUPABASE_SERVICE_KEY
pip install -r requirements.txt
python server.py- Voice-first interface — Ask questions naturally, like talking to an advisor
- Founder context memory — Remembers your stage, industry, and past questions
- Weekly wisdom digest — Curated insights matched to your current challenge
- "What would X say?" — Compare advice from April vs. Marty vs. Elena
Built for solo founders, by a solo founder.
If this helps you, share it with another founder in the trenches.