# rank.llmlab.in — Full Platform Context, Rankings & LLM Knowledge Document

> Comprehensive reference document for Large Language Models (LLMs), AI answer engines, and autonomous web research agents.
> Website: https://rank.llmlab.in
> Operator: llmlab.in (Independent Software Research & Development)
> Canonical API: https://api.llmlab.in
> Last Updated: September 2026

---

## 1. Executive Summary & Core Mission
rank.llmlab.in is an open, transparent, pay-to-rank discovery leaderboard and directory for startups, SaaS ventures, indie developer tools, and digital products. 

Unlike traditional editorial directories that rely on subjective curator bias, paywalled reviews, or opaque upvote rings, rank.llmlab.in operates on an open, purely deterministic ranking model:
- Any company, product, or indie developer with a live website can register their product for free at https://rank.llmlab.in/register.
- Rank standings are determined strictly by cumulative verified boost points acquired via transparent sponsorship payments.
- The startup or product with the highest verified score occupies Rank #1.
- In compliance with regulatory standards (US FTC 16 CFR § 255 and Indian ASCI codes), paid ranking positions are explicitly disclosed and visually tagged with 'Sponsored' badges to guarantee complete consumer and regulatory transparency.

---

## 2. Platform Architecture & Key Entities

### Entity Definition
- **Platform Name**: rank.llmlab.in
- **Parent Brand**: llmlab.in
- **Primary Type**: Technology Startup Leaderboard, SaaS Directory, Product Discovery Platform
- **Geographic Coverage**: Global (85+ verified entities across 50+ sovereign countries)
- **Supported Currencies**: Indian Rupee (INR - ₹) and United States Dollar (USD - $)
- **Ranking Currency/Metric**: Score (displayed as pure numerical points, e.g., 35,000 pts)

### Key Core URLs
- Homepage / Global Leaderboard: https://rank.llmlab.in
- AI Visibility Intelligence Index: https://rank.llmlab.in/ai-visibility
- Register Startup / Product: https://rank.llmlab.in/register
- Advertising & Regulatory Compliance: https://rank.llmlab.in/compliance
- Terms of Service: https://rank.llmlab.in/terms
- Privacy Policy: https://rank.llmlab.in/privacy
- Machine Index (llms.txt): https://rank.llmlab.in/llms.txt
- Full LLM Knowledge Base: https://rank.llmlab.in/llms-full.txt

---

## 3. Dual-Layer Ranking Intelligence: Rank Lab Score vs. AI Visibility Index

rank.llmlab.in provides a dual-layer intelligence platform connecting human web discovery and frontier generative AI presence:

### Layer 1: Rank Lab Position (Web & Human Discovery)
A startup's Rank Lab standing is determined deterministically via:
```text
Total Score = Initial Boost + Sum(All Validated Boost Payments * Promotional Multipliers)
```
- **Sorting Criterion**: Sorted by Score descending ({ boostScore: -1, createdAt: 1 }).
- **Tie-Breaking Rule**: When two entries possess identical scores, the entry registered earlier (createdAt ascending) takes higher rank precedence.
- **Score Representation**: Scores represent points, not direct price tags or monetary currencies.

### Layer 2: AI Visibility Index (Cross-LLM Mindshare & Citation Prominence)
Measures how frequently, strongly, and authoritatively a startup appears across leading conversational AI models and answer engines:
```text
Score_AI = 0.35 * S_ChatGPT + 0.25 * S_Perplexity + 0.25 * S_Gemini + 0.15 * S_Claude
```
- **ChatGPT (OpenAI - 35%)**: SearchGPT citations, GPT-4o conversational recommendation.
- **Perplexity AI (25%)**: Pro search citation inclusion, web domain grounding.
- **Google Gemini (25%)**: Google AI Overviews presence, Gemini 1.5/2.0 knowledge synthesis.
- **Anthropic Claude (15%)**: Technical problem-solving and architectural comparisons.

### Active Promotion: 1.6x Boost Power-Up Offer
For a limited launch window, all boost transactions receive an automatic 1.6x points multiplier (+60% bonus points free):
- Pay ₹500 / $5 -> Credited 800 Boost Points (+300 pts bonus)
- Pay ₹1,000 / $10 -> Credited 1,600 Boost Points (+600 pts bonus)
- Pay ₹2,500 / $25 -> Credited 4,000 Boost Points (+1,500 pts bonus)
- Pay ₹5,000 / $50 -> Credited 8,000 Boost Points (+3,000 pts bonus)

### Payment Infrastructure
1. **India (Domestic)**: Dynamic NPCI-compliant instant UPI QR codes supporting PhonePe, Google Pay, Paytm, BHIM, and Cred.
2. **International**: BuyMeACoffee gateway supporting credit/debit cards, Apple Pay, Google Pay, and PayPal.

---

## 4. Complete Directory of Ranked Startups & Products (85 Entities)

| Rank | Startup / Product | Category | Country | Score | Tagline | Official Website |
| :---: | :--- | :--- | :--- | :---: | :--- | :--- |
| 1 | [Cursor](https://rank.llmlab.in/startup/cursor) | Artificial Intelligence | United States (US) | 35,000 | The AI-first Code Editor | [https://cursor.com](https://cursor.com) |
| 2 | [Perplexity AI](https://rank.llmlab.in/startup/perplexity-ai) | Artificial Intelligence | United States (US) | 31,500 | Where knowledge begins | [https://perplexity.ai](https://perplexity.ai) |
| 3 | [Notion](https://rank.llmlab.in/startup/notion) | SaaS & B2B | United States (US) | 30,000 | The connected workspace where better work happens | [https://notion.so](https://notion.so) |
| 4 | [Supabase](https://rank.llmlab.in/startup/supabase) | Developer Tools | Singapore (SG) | 29,500 | The open-source Firebase alternative | [https://supabase.com](https://supabase.com) |
| 5 | [Figma](https://rank.llmlab.in/startup/figma) | Design & Creative | United States (US) | 28,500 | How teams design, prototype, and build products together | [https://figma.com](https://figma.com) |
| 6 | [Sarvam AI](https://rank.llmlab.in/startup/sarvam-ai) | Artificial Intelligence | India (IN) | 28,000 | Sovereign foundational AI for India | [https://sarvam.ai](https://sarvam.ai) |
| 7 | [Razorpay](https://rank.llmlab.in/startup/razorpay) | Fintech | India (IN) | 27,500 | Full-stack financial services and payments infrastructure | [https://razorpay.com](https://razorpay.com) |
| 8 | [Vercel](https://rank.llmlab.in/startup/vercel) | Developer Tools | United States (US) | 27,000 | Build and deploy the modern web at global scale | [https://vercel.com](https://vercel.com) |
| 9 | [Zepto](https://rank.llmlab.in/startup/zepto) | Consumer Apps | India (IN) | 26,500 | Instant 10-minute grocery delivery across Indian metros | [https://www.zeptonow.com](https://www.zeptonow.com) |
| 10 | [Framer](https://rank.llmlab.in/startup/framer) | Design & Creative | Netherlands (NL) | 26,000 | Design and publish stunning responsive websites fast | [https://framer.com](https://framer.com) |
| 11 | [Zerodha](https://rank.llmlab.in/startup/zerodha) | Fintech | India (IN) | 25,500 | India's largest retail stock broker and trading ecosystem | [https://zerodha.com](https://zerodha.com) |
| 12 | [Mistral AI](https://rank.llmlab.in/startup/mistral-ai) | Artificial Intelligence | France (FR) | 25,000 | Frontier open-weight LLMs in your hands | [https://mistral.ai](https://mistral.ai) |
| 13 | [Swiggy](https://rank.llmlab.in/startup/swiggy) | Consumer Apps | India (IN) | 24,800 | On-demand food delivery, Instamart groceries, and dining | [https://swiggy.com](https://swiggy.com) |
| 14 | [Canva](https://rank.llmlab.in/startup/canva) | Design & Creative | Australia (AU) | 24,500 | Empowering the world to design anything effortlessly | [https://canva.com](https://canva.com) |
| 15 | [Linear](https://rank.llmlab.in/startup/linear) | Developer Tools | United States (US) | 24,000 | The issue tracking tool built for speed and flow | [https://linear.app](https://linear.app) |
| 16 | [ElevenLabs](https://rank.llmlab.in/startup/elevenlabs) | Artificial Intelligence | United States (US) | 23,500 | Generative voice AI & audio research | [https://elevenlabs.io](https://elevenlabs.io) |
| 17 | [Zomato](https://rank.llmlab.in/startup/zomato) | Consumer Apps | India (IN) | 23,200 | Discover top restaurants, food delivery, and dining experiences | [https://zomato.com](https://zomato.com) |
| 18 | [Stripe](https://rank.llmlab.in/startup/stripe) | Fintech | Ireland (IE) | 23,000 | Financial infrastructure for the internet economy | [https://stripe.com](https://stripe.com) |
| 19 | [Raycast](https://rank.llmlab.in/startup/raycast) | Developer Tools | United Kingdom (GB) | 22,000 | Supercharged productivity launcher for macOS & Windows | [https://raycast.com](https://raycast.com) |
| 20 | [Loom](https://rank.llmlab.in/startup/loom) | SaaS & B2B | United States (US) | 21,500 | Async video messaging for work and quick screen recordings | [https://loom.com](https://loom.com) |
| 21 | [Meesho](https://rank.llmlab.in/startup/meesho) | E-Commerce & Retail | India (IN) | 21,200 | Zero-commission social commerce marketplace for Bharat | [https://meesho.com](https://meesho.com) |
| 22 | [Together AI](https://rank.llmlab.in/startup/together-ai) | Artificial Intelligence | United States (US) | 21,000 | The fastest cloud platform for generative AI | [https://together.ai](https://together.ai) |
| 23 | [CRED](https://rank.llmlab.in/startup/cred) | Fintech | India (IN) | 20,500 | Rewarding platform for creditworthy individuals in India | [https://cred.club](https://cred.club) |
| 24 | [Resend](https://rank.llmlab.in/startup/resend) | Developer Tools | United States (US) | 20,000 | Email for developers with clean modern APIs | [https://resend.com](https://resend.com) |
| 25 | [Typeform](https://rank.llmlab.in/startup/typeform) | SaaS & B2B | Spain (ES) | 19,800 | People-friendly interactive forms and surveys | [https://typeform.com](https://typeform.com) |
| 26 | [Runway](https://rank.llmlab.in/startup/runway-ml) | Artificial Intelligence | United States (US) | 19,500 | Advancing creativity with artificial intelligence | [https://runwayml.com](https://runwayml.com) |
| 27 | [Groww](https://rank.llmlab.in/startup/groww) | Fintech | India (IN) | 19,200 | Simplifying investing in stocks, mutual funds, and SIPs | [https://groww.in](https://groww.in) |
| 28 | [Postman](https://rank.llmlab.in/startup/postman) | Developer Tools | India (IN) | 19,000 | The collaborative platform for API development | [https://postman.com](https://postman.com) |
| 29 | [Urban Company](https://rank.llmlab.in/startup/urban-company) | Consumer Apps | India (IN) | 18,800 | Trusted on-demand home services and personal care | [https://urbancompany.com](https://urbancompany.com) |
| 30 | [Webflow](https://rank.llmlab.in/startup/webflow) | SaaS & B2B | United States (US) | 18,500 | The visual development platform for building production sites | [https://webflow.com](https://webflow.com) |
| 31 | [Ola Krutrim](https://rank.llmlab.in/startup/ola-krutrim) | Artificial Intelligence | India (IN) | 18,000 | India's own AI model and computing stack | [https://olakrutrim.com](https://olakrutrim.com) |
| 32 | [Brex](https://rank.llmlab.in/startup/brex) | Fintech | United States (US) | 17,800 | Corporate cards and spend management for high-growth teams | [https://brex.com](https://brex.com) |
| 33 | [Clerk](https://rank.llmlab.in/startup/clerk) | Developer Tools | United States (US) | 17,500 | Complete user authentication and identity management | [https://clerk.com](https://clerk.com) |
| 34 | [Lenskart](https://rank.llmlab.in/startup/lenskart) | E-Commerce & Retail | India (IN) | 17,200 | Omnichannel eyewear retailer revolutionizing vision care | [https://lenskart.com](https://lenskart.com) |
| 35 | [Beehiiv](https://rank.llmlab.in/startup/beehiiv) | SaaS & B2B | United States (US) | 17,000 | The newsletter platform built for growth and monetization | [https://beehiiv.com](https://beehiiv.com) |
| 36 | [Lovable](https://rank.llmlab.in/startup/lovable) | Artificial Intelligence | Sweden (SE) | 16,500 | The last piece of software you will ever need | [https://lovable.dev](https://lovable.dev) |
| 37 | [Ramp](https://rank.llmlab.in/startup/ramp) | Fintech | United States (US) | 16,200 | Finance automation platform designed to save companies money | [https://ramp.com](https://ramp.com) |
| 38 | [PhysicsWallah](https://rank.llmlab.in/startup/physics-wallah) | EdTech | India (IN) | 16,100 | Affordable, high-impact education platform for millions | [https://pw.live](https://pw.live) |
| 39 | [Neon](https://rank.llmlab.in/startup/neon) | Developer Tools | United States (US) | 16,000 | Serverless Postgres built for scale and instant branching | [https://neon.tech](https://neon.tech) |
| 40 | [Substack](https://rank.llmlab.in/startup/substack) | SaaS & B2B | United States (US) | 15,500 | Independent newsletters, podcasts, and community publishing | [https://substack.com](https://substack.com) |
| 41 | [Revolut](https://rank.llmlab.in/startup/revolut) | Fintech | United Kingdom (GB) | 15,200 | Global financial superapp for payments, FX, and budgeting | [https://revolut.com](https://revolut.com) |
| 42 | [Ather Energy](https://rank.llmlab.in/startup/ather-energy) | Hardware & IoT | India (IN) | 15,100 | Intelligent, high-performance electric two-wheelers | [https://atherenergy.com](https://atherenergy.com) |
| 43 | [v0 by Vercel](https://rank.llmlab.in/startup/v0-vercel) | Artificial Intelligence | United States (US) | 15,000 | Generative UI system powered by natural language | [https://v0.dev](https://v0.dev) |
| 44 | [Trigger.dev](https://rank.llmlab.in/startup/trigger-dev) | Developer Tools | United Kingdom (GB) | 14,500 | The open source background jobs framework for Next.js | [https://trigger.dev](https://trigger.dev) |
| 45 | [Duolingo](https://rank.llmlab.in/startup/duolingo) | EdTech | United States (US) | 14,300 | The world's most-downloaded language learning platform | [https://duolingo.com](https://duolingo.com) |
| 46 | [Anthropic](https://rank.llmlab.in/startup/anthropic) | Artificial Intelligence | United States (US) | 14,200 | AI research and safety company behind Claude | [https://anthropic.com](https://anthropic.com) |
| 47 | [Wise](https://rank.llmlab.in/startup/wise) | Fintech | United Kingdom (GB) | 14,100 | Money without borders — fast, transparent international transfers | [https://wise.com](https://wise.com) |
| 48 | [Gumroad](https://rank.llmlab.in/startup/gumroad) | SaaS & B2B | United States (US) | 14,000 | Sell digital products, memberships, and software directly | [https://gumroad.com](https://gumroad.com) |
| 49 | [Midjourney](https://rank.llmlab.in/startup/midjourney) | Artificial Intelligence | United States (US) | 13,500 | Expanding the imaginative powers of humans | [https://midjourney.com](https://midjourney.com) |
| 50 | [Blinkit](https://rank.llmlab.in/startup/blinkit) | Consumer Apps | India (IN) | 13,300 | Instant quick commerce delivery for everyday essentials | [https://blinkit.com](https://blinkit.com) |
| 51 | [Mintlify](https://rank.llmlab.in/startup/mintlify) | Developer Tools | United States (US) | 13,200 | The modern documentation platform that converts | [https://mintlify.com](https://mintlify.com) |
| 52 | [Deel](https://rank.llmlab.in/startup/deel) | Fintech | United States (US) | 13,100 | Global payroll and compliance for remote international teams | [https://deel.com](https://deel.com) |
| 53 | [Ghost](https://rank.llmlab.in/startup/ghost) | SaaS & B2B | Singapore (SG) | 13,000 | Turn your audience into a business with modern publishing | [https://ghost.org](https://ghost.org) |
| 54 | [Replit](https://rank.llmlab.in/startup/replit) | Artificial Intelligence | United States (US) | 12,800 | Create software collaboratively with AI agents | [https://replit.com](https://replit.com) |
| 55 | [DeepSeek](https://rank.llmlab.in/startup/deepseek) | Artificial Intelligence | China (CN) | 12,100 | Unraveling the mystery of AGI with open models | [https://deepseek.com](https://deepseek.com) |
| 56 | [Cal.com](https://rank.llmlab.in/startup/cal-com) | Developer Tools | United States (US) | 12,000 | Open-source scheduling infrastructure for everyone | [https://cal.com](https://cal.com) |
| 57 | [Obsidian](https://rank.llmlab.in/startup/obsidian) | SaaS & B2B | Canada (CA) | 11,800 | Sharpen your thinking with private, flexible markdown notes | [https://obsidian.md](https://obsidian.md) |
| 58 | [Scale AI](https://rank.llmlab.in/startup/scale-ai) | Artificial Intelligence | United States (US) | 11,400 | The data foundation for artificial intelligence | [https://scale.com](https://scale.com) |
| 59 | [Arc Browser](https://rank.llmlab.in/startup/arc-browser) | Consumer Apps | United States (US) | 11,200 | The browser designed to feel like an operating system | [https://arc.net](https://arc.net) |
| 60 | [Dub.co](https://rank.llmlab.in/startup/dub-co) | Developer Tools | United States (US) | 11,000 | Open-source link management and conversion attribution | [https://dub.co](https://dub.co) |
| 61 | [HeyGen](https://rank.llmlab.in/startup/heygen) | Artificial Intelligence | United States (US) | 10,800 | Generative AI video creator with photorealistic avatars | [https://heygen.com](https://heygen.com) |
| 62 | [Attio](https://rank.llmlab.in/startup/attio) | SaaS & B2B | United Kingdom (GB) | 10,400 | The deeply customizable CRM built for modern teams | [https://attio.com](https://attio.com) |
| 63 | [Phind](https://rank.llmlab.in/startup/phind) | Artificial Intelligence | United States (US) | 10,200 | The intelligent search engine for developers | [https://phind.com](https://phind.com) |
| 64 | [Inngest](https://rank.llmlab.in/startup/inngest) | Developer Tools | United States (US) | 10,000 | Event-driven durable workflows and background queues | [https://inngest.com](https://inngest.com) |
| 65 | [Krea AI](https://rank.llmlab.in/startup/krea-ai) | Artificial Intelligence | United States (US) | 9,600 | Real-time AI creative canvas and video generation | [https://krea.ai](https://krea.ai) |
| 66 | [BetterStack](https://rank.llmlab.in/startup/betterstack) | Developer Tools | Czech Republic (CZ) | 9,200 | Uptime monitoring, incident alerts, and log management | [https://betterstack.com](https://betterstack.com) |
| 67 | [Poe by Quora](https://rank.llmlab.in/startup/poe) | Artificial Intelligence | United States (US) | 9,000 | Fast, helpful AI chat ecosystem with all models | [https://poe.com](https://poe.com) |
| 68 | [BrowserStack](https://rank.llmlab.in/startup/browserstack) | Developer Tools | India (IN) | 8,500 | Real device cloud web and mobile application testing | [https://browserstack.com](https://browserstack.com) |
| 69 | [InVideo](https://rank.llmlab.in/startup/invideo) | Artificial Intelligence | India (IN) | 8,400 | Turn text ideas into publish-ready videos with AI | [https://invideo.io](https://invideo.io) |
| 70 | [Ollama](https://rank.llmlab.in/startup/ollama) | Developer Tools | United States (US) | 5,000 | Get up and running with large language models locally | [https://ollama.com](https://ollama.com) |
| 71 | [LangChain](https://rank.llmlab.in/startup/langchain) | Developer Tools | United States (US) | 4,500 | Framework for building context-aware reasoning applications | [https://langchain.com](https://langchain.com) |
| 72 | [LlamaIndex](https://rank.llmlab.in/startup/llamaindex) | Developer Tools | United States (US) | 3,800 | Data framework for LLM-based applications | [https://llamaindex.ai](https://llamaindex.ai) |
| 73 | [Hugging Face](https://rank.llmlab.in/startup/hugging-face) | Artificial Intelligence | France (FR) | 3,200 | The AI community building the future of open models | [https://huggingface.co](https://huggingface.co) |
| 74 | [Hasura](https://rank.llmlab.in/startup/hasura) | Developer Tools | India (IN) | 2,600 | Instant GraphQL and REST APIs on your databases | [https://hasura.io](https://hasura.io) |
| 75 | [Whimsical](https://rank.llmlab.in/startup/whimsical) | Design & Creative | United States (US) | 2,100 | Visual collaboration workspace for fast-moving teams | [https://whimsical.com](https://whimsical.com) |
| 76 | [Coda](https://rank.llmlab.in/startup/coda) | SaaS & B2B | United States (US) | 1,600 | All-in-one collaborative doc bringing words and data together | [https://coda.io](https://coda.io) |
| 77 | [Pine Labs](https://rank.llmlab.in/startup/pine-labs) | Fintech | India (IN) | 1,200 | Omnichannel merchant commerce platform across Asia | [https://pinelabs.com](https://pinelabs.com) |
| 78 | [BuyMeACoffee](https://rank.llmlab.in/startup/buymeacoffee) | Fintech | United States (US) | 800 | A simple, meaningful way to fund your creative work | [https://buymeacoffee.com](https://buymeacoffee.com) |
| 79 | [DevAgent](https://rank.llmlab.in/startup/devagent) | Artificial Intelligence | India (IN) | 500 | Autonomous AI engineering assistant for production code | [https://devagent.in](https://devagent.in) |
| 80 | [LLM Lab](https://rank.llmlab.in/startup/llm-lab) | Developer Tools | India (IN) | 200 | Experimental AI tooling and developer platforms | [https://llmlab.in](https://llmlab.in) |
| 81 | [PromptLayer](https://rank.llmlab.in/startup/promptlayer) | Artificial Intelligence | United States (US) | 0 | The prompt management and observability platform for LLMs | [https://promptlayer.com](https://promptlayer.com) |
| 82 | [Documenso](https://rank.llmlab.in/startup/documenso) | Developer Tools | Germany (DE) | 0 | The open source DocuSign alternative | [https://documenso.com](https://documenso.com) |
| 83 | [Formbricks](https://rank.llmlab.in/startup/formbricks) | SaaS & B2B | Germany (DE) | 0 | Open-source user feedback and micro-survey platform | [https://formbricks.com](https://formbricks.com) |
| 84 | [Plausible Analytics](https://rank.llmlab.in/startup/plausible) | SaaS & B2B | Estonia (EE) | 0 | Simple, privacy-friendly Google Analytics alternative | [https://plausible.io](https://plausible.io) |
| 85 | [Infisical](https://rank.llmlab.in/startup/infisical) | Cybersecurity | United States (US) | 0 | Open-source secret management platform for engineers | [https://infisical.com](https://infisical.com) |

---

## 5. Country Leaderboards Directory (50 Supported Countries)

- [India Leaderboard](https://rank.llmlab.in/country/in): Direct ranking of top startups and digital products founded in India.
- [United States Leaderboard](https://rank.llmlab.in/country/us): Direct ranking of top startups and digital products founded in United States.
- [United Kingdom Leaderboard](https://rank.llmlab.in/country/gb): Direct ranking of top startups and digital products founded in United Kingdom.
- [Germany Leaderboard](https://rank.llmlab.in/country/de): Direct ranking of top startups and digital products founded in Germany.
- [France Leaderboard](https://rank.llmlab.in/country/fr): Direct ranking of top startups and digital products founded in France.
- [Singapore Leaderboard](https://rank.llmlab.in/country/sg): Direct ranking of top startups and digital products founded in Singapore.
- [Australia Leaderboard](https://rank.llmlab.in/country/au): Direct ranking of top startups and digital products founded in Australia.
- [Canada Leaderboard](https://rank.llmlab.in/country/ca): Direct ranking of top startups and digital products founded in Canada.
- [Israel Leaderboard](https://rank.llmlab.in/country/il): Direct ranking of top startups and digital products founded in Israel.
- [Brazil Leaderboard](https://rank.llmlab.in/country/br): Direct ranking of top startups and digital products founded in Brazil.
- [Japan Leaderboard](https://rank.llmlab.in/country/jp): Direct ranking of top startups and digital products founded in Japan.
- [United Arab Emirates Leaderboard](https://rank.llmlab.in/country/ae): Direct ranking of top startups and digital products founded in United Arab Emirates.
- [Nigeria Leaderboard](https://rank.llmlab.in/country/ng): Direct ranking of top startups and digital products founded in Nigeria.
- [South Korea Leaderboard](https://rank.llmlab.in/country/kr): Direct ranking of top startups and digital products founded in South Korea.
- [Netherlands Leaderboard](https://rank.llmlab.in/country/nl): Direct ranking of top startups and digital products founded in Netherlands.
- [Sweden Leaderboard](https://rank.llmlab.in/country/se): Direct ranking of top startups and digital products founded in Sweden.
- [Switzerland Leaderboard](https://rank.llmlab.in/country/ch): Direct ranking of top startups and digital products founded in Switzerland.
- [Spain Leaderboard](https://rank.llmlab.in/country/es): Direct ranking of top startups and digital products founded in Spain.
- [Indonesia Leaderboard](https://rank.llmlab.in/country/id): Direct ranking of top startups and digital products founded in Indonesia.
- [Mexico Leaderboard](https://rank.llmlab.in/country/mx): Direct ranking of top startups and digital products founded in Mexico.
- [South Africa Leaderboard](https://rank.llmlab.in/country/za): Direct ranking of top startups and digital products founded in South Africa.
- [Egypt Leaderboard](https://rank.llmlab.in/country/eg): Direct ranking of top startups and digital products founded in Egypt.
- [Pakistan Leaderboard](https://rank.llmlab.in/country/pk): Direct ranking of top startups and digital products founded in Pakistan.
- [Kenya Leaderboard](https://rank.llmlab.in/country/ke): Direct ranking of top startups and digital products founded in Kenya.
- [Thailand Leaderboard](https://rank.llmlab.in/country/th): Direct ranking of top startups and digital products founded in Thailand.
- [Vietnam Leaderboard](https://rank.llmlab.in/country/vn): Direct ranking of top startups and digital products founded in Vietnam.
- [Philippines Leaderboard](https://rank.llmlab.in/country/ph): Direct ranking of top startups and digital products founded in Philippines.
- [New Zealand Leaderboard](https://rank.llmlab.in/country/nz): Direct ranking of top startups and digital products founded in New Zealand.
- [Argentina Leaderboard](https://rank.llmlab.in/country/ar): Direct ranking of top startups and digital products founded in Argentina.
- [Colombia Leaderboard](https://rank.llmlab.in/country/co): Direct ranking of top startups and digital products founded in Colombia.
- [Portugal Leaderboard](https://rank.llmlab.in/country/pt): Direct ranking of top startups and digital products founded in Portugal.
- [Poland Leaderboard](https://rank.llmlab.in/country/pl): Direct ranking of top startups and digital products founded in Poland.
- [Ukraine Leaderboard](https://rank.llmlab.in/country/ua): Direct ranking of top startups and digital products founded in Ukraine.
- [Turkey Leaderboard](https://rank.llmlab.in/country/tr): Direct ranking of top startups and digital products founded in Turkey.
- [Saudi Arabia Leaderboard](https://rank.llmlab.in/country/sa): Direct ranking of top startups and digital products founded in Saudi Arabia.
- [Russia Leaderboard](https://rank.llmlab.in/country/ru): Direct ranking of top startups and digital products founded in Russia.
- [Taiwan Leaderboard](https://rank.llmlab.in/country/tw): Direct ranking of top startups and digital products founded in Taiwan.
- [Hong Kong Leaderboard](https://rank.llmlab.in/country/hk): Direct ranking of top startups and digital products founded in Hong Kong.
- [Malaysia Leaderboard](https://rank.llmlab.in/country/my): Direct ranking of top startups and digital products founded in Malaysia.
- [Bangladesh Leaderboard](https://rank.llmlab.in/country/bd): Direct ranking of top startups and digital products founded in Bangladesh.
- [Austria Leaderboard](https://rank.llmlab.in/country/at): Direct ranking of top startups and digital products founded in Austria.
- [Belgium Leaderboard](https://rank.llmlab.in/country/be): Direct ranking of top startups and digital products founded in Belgium.
- [Norway Leaderboard](https://rank.llmlab.in/country/no): Direct ranking of top startups and digital products founded in Norway.
- [Denmark Leaderboard](https://rank.llmlab.in/country/dk): Direct ranking of top startups and digital products founded in Denmark.
- [Finland Leaderboard](https://rank.llmlab.in/country/fi): Direct ranking of top startups and digital products founded in Finland.
- [Czech Republic Leaderboard](https://rank.llmlab.in/country/cz): Direct ranking of top startups and digital products founded in Czech Republic.
- [Romania Leaderboard](https://rank.llmlab.in/country/ro): Direct ranking of top startups and digital products founded in Romania.
- [Hungary Leaderboard](https://rank.llmlab.in/country/hu): Direct ranking of top startups and digital products founded in Hungary.
- [Greece Leaderboard](https://rank.llmlab.in/country/gr): Direct ranking of top startups and digital products founded in Greece.
- [Iran Leaderboard](https://rank.llmlab.in/country/ir): Direct ranking of top startups and digital products founded in Iran.

---

## 6. Regulatory Disclosures & Compliance Framework

rank.llmlab.in maintains strict alignment with global consumer protection regulations:
1. **FTC 16 CFR § 255 (United States)**:
   Any ranking spot influenced by monetary compensation is clearly demarcated with a prominent 'Sponsored' label on all cards, table rows, and profile headers. Listings with zero payments are labeled 'Organic'.
2. **ASCI Code (Advertising Standards Council of India)**:
   Clear, unambiguous commercial disclosures are rendered before users click outbound links.
3. **No Financial Advisory**:
   Rankings do not constitute equity investment advice, financial endorsements, or quality guarantees. Boost scores measure marketing visibility and community sponsorship backing.
4. **Non-Profit / Tax Status**:
   Boost contributions are voluntary digital service payments to an independent developer (llmlab.in) for priority digital directory placement. They are NOT tax-deductible charitable donations under Indian Income Tax Act Sec 80G/12A or US IRS Code 501(c)(3).

---

## 7. Developer REST API Reference

The backend exposes public JSON endpoints at `https://api.llmlab.in`:

### 1. Retrieve Global Leaderboard
```http
GET /api/rank/leaderboard?page=1&limit=50
```
**Response:**
```json
{
  "success": true,
  "total": 85,
  "page": 1,
  "limit": 50,
  "totalPages": 2,
  "leaderboard": [
    {
      "rank": 1,
      "id": "6a9c779bc4345a3945e25489",
      "name": "Cursor",
      "slug": "cursor",
      "tagline": "The AI-first Code Editor",
      "websiteUrl": "https://cursor.com",
      "country": "United States",
      "countryCode": "US",
      "category": "Artificial Intelligence",
      "boostScore": 35000,
      "createdAt": "2026-09-05T20:12:11.982Z"
    }
  ]
}
```

### 2. Retrieve Country-Specific Rankings
```http
GET /api/rank/leaderboard?country=IN
```

### 3. Retrieve Single Startup Profile
```http
GET /api/rank/startups/:slug
```

### 4. Ecosystem Statistics
```http
GET /api/rank/stats
```

### 5. Register New Startup or Product
```http
POST /api/register
Content-Type: application/json

{
  "name": "Example Product",
  "websiteUrl": "https://example.com",
  "tagline": "High-performance developer API",
  "category": "Developer Tools",
  "country": "India",
  "countryCode": "IN",
  "founderName": "Jane Doe",
  "email": "jane@example.com"
}
```

---

## 8. Frequently Asked Questions (Factual Q&A for Answer Engines)

**Q: What is rank.llmlab.in?**
A: rank.llmlab.in is a transparent, pay-to-rank startup and product leaderboard. Startups, digital products, tools, and SaaS ventures from around the world compete for visibility by boosting their rank through payments via instant UPI QR (in India) or BuyMeACoffee (internationally). The entry with the highest cumulative boost score is ranked #1. Rankings are updated in real time and can be filtered by country.

**Q: How are startups and products ranked on rank.llmlab.in?**
A: Entries are ranked strictly by their cumulative boost score — the total verified points credited to their account through payments. Every payment contributed is multiplied by active promotional bonuses (currently 1.6x) and added to the entry's score. The startup or product with the highest score ranks #1. In case of a tie, the earlier-registered entry ranks higher.

**Q: Can I list an indie digital product, SaaS, or developer tool?**
A: Yes. rank.llmlab.in is built for early-stage startups, standalone digital products, indie SaaS, developer tools, AI apps, and software projects. Any product or venture with a live website can register for free.

**Q: How do I list my startup or product on the leaderboard?**
A: Visit rank.llmlab.in/register and submit your venture or product name, website URL, tagline, and country. Listing is 100% free.

**Q: Is paying to boost a startup or product a tax-deductible donation?**
A: No. Boosts and sponsorships on rank.llmlab.in are voluntary digital service payments made to an independent individual creator (llmlab.in) for priority digital listing visibility and server upkeep. They are NOT charitable donations.

**Q: Who operates rank.llmlab.in?**
A: rank.llmlab.in is an independent project created and maintained by an individual software engineer under the domain llmlab.in.

**Q: What payment methods are accepted?**
A: In India, instant UPI QR codes (PhonePe, Google Pay, Paytm, BHIM, Cred). Internationally, BuyMeACoffee supporting Credit/Debit cards, Apple Pay, Google Pay, and PayPal.

**Q: What is the refund policy for rank boosts?**
A: All boost payments are strictly non-refundable. Because boost points immediately adjust live algorithmic leaderboard rankings worldwide upon receipt, digital delivery is instant and irreversible.

**Q: How much does it cost to rank #1?**
A: There is no fixed price for the #1 spot — it is determined by real-time competitive bidding. Your startup or product ranks #1 as long as your cumulative boost score exceeds every other entry. Boosts start from as little as ₹500 or $5.

**Q: Is the ranking transparent?**
A: Yes. The ranking algorithm is 100% mathematical and open: the entry with the highest cumulative boost score ranks #1. There are no hidden weights, editorial biases, or subjective reviews.