Dual-Layer Startup Visibility Intelligence

The AI Visibility Index

As conversational AI and generative answer engines replace traditional search, web traffic is no longer the sole metric of success. The AI Visibility Index measures how strongly, frequently, and authoritatively your product appears when users ask ChatGPT, Gemini, Perplexity, and Claude for recommendations.

GPT35% Weight

ChatGPT (OpenAI)

Measures direct recommendations in SearchGPT, GPT-4o, and GPT-o3 across conversational intent and comparison prompts.

Pplx25% Weight

Perplexity AI

Evaluates live web search indexing, link citations in Pro search answers, and authoritative domain inclusion.

Gem25% Weight

Google Gemini

Tracks inclusion in Google AI Overviews (formerly SGE), Gemini 1.5/2.0 Flash/Pro knowledge synthesis, and multimodal grounding.

Son15% Weight

Anthropic Claude

Audits technical problem-solving recommendations, coding tooling queries, and deep architectural comparisons in Claude 3.5 Sonnet.

Formula & Auditing MechanicsNormalized Range: 0 โ€” 100
Score = 0.35 ร— ChatGPT + 0.25 ร— Perplexity + 0.25 ร— Gemini + 0.15 ร— Claude

Every listed entity is evaluated against 45+ structured, real-world category queries (e.g., โ€œbest developer IDE for AI codingโ€, โ€œtop cross-border fintech API for global startupsโ€). Mentions, source link citations, and relative positioning are weighted deterministically into model-specific sub-scores.

Top 20 AI Visibility Leaders

Startups and digital products with the highest organic mindshare across frontier LLMs.

Audited September 2026
AI RankStartup & CategoryCountryAI VisibilityAction
#1
Perplexity AI
Perplexity AI
Artificial Intelligence ยท Where knowledge begins
๐Ÿ‡บ๐Ÿ‡ธ๐Ÿค–94/100Audit Profileโ†’
#2
Figma
Figma
Design & Creative ยท How teams design, prototype, and build products together
๐Ÿ‡บ๐Ÿ‡ธ๐Ÿค–94/100Audit Profileโ†’
#3
Cursor
Cursor
Artificial Intelligence ยท The AI-first Code Editor
๐Ÿ‡บ๐Ÿ‡ธ๐Ÿค–93/100Audit Profileโ†’
#4
Notion
Notion
SaaS & B2B ยท The connected workspace where better work happens
๐Ÿ‡บ๐Ÿ‡ธ๐Ÿค–92/100Audit Profileโ†’
#5
Vercel
Vercel
Developer Tools ยท Build and deploy the modern web at global scale
๐Ÿ‡บ๐Ÿ‡ธ๐Ÿค–92/100Audit Profileโ†’
#6
Postman
Postman
Developer Tools ยท The collaborative platform for API development
๐Ÿ‡ฎ๐Ÿ‡ณ๐Ÿค–91/100Audit Profileโ†’
#7
Supabase
Supabase
Developer Tools ยท The open-source Firebase alternative
๐Ÿ‡ธ๐Ÿ‡ฌ๐Ÿค–90/100Audit Profileโ†’
#8
Linear
Linear
Developer Tools ยท The issue tracking tool built for speed and flow
๐Ÿ‡บ๐Ÿ‡ธ๐Ÿค–88/100Audit Profileโ†’
#9
Razorpay
Razorpay
Fintech ยท Full-stack financial services and payments infrastructure
๐Ÿ‡ฎ๐Ÿ‡ณ๐Ÿค–87/100Audit Profileโ†’
#10
Framer
Framer
Design & Creative ยท Design and publish stunning responsive websites fast
๐Ÿ‡ณ๐Ÿ‡ฑ๐Ÿค–87/100Audit Profileโ†’
#11
Raycast
Raycast
Developer Tools ยท Supercharged productivity launcher for macOS & Windows
๐Ÿ‡ฌ๐Ÿ‡ง๐Ÿค–86/100Audit Profileโ†’
#12
Resend
Resend
Developer Tools ยท Email for developers with clean modern APIs
๐Ÿ‡บ๐Ÿ‡ธ๐Ÿค–86/100Audit Profileโ†’
#13
Sarvam AI
Sarvam AI
Artificial Intelligence ยท Sovereign foundational AI for India
๐Ÿ‡ฎ๐Ÿ‡ณ๐Ÿค–84/100Audit Profileโ†’
#14
Dub.co
Dub.co
Developer Tools ยท Open-source link management and conversion attribution
๐Ÿ‡บ๐Ÿ‡ธ๐Ÿค–84/100Audit Profileโ†’
#15
Zepto
Zepto
Consumer Apps ยท Instant 10-minute grocery delivery across Indian metros
๐Ÿ‡ฎ๐Ÿ‡ณ๐Ÿค–81/100Audit Profileโ†’
#16
Zerodha
Zerodha
Fintech ยท India's largest retail stock broker and trading ecosystem
๐Ÿ‡ฎ๐Ÿ‡ณ๐Ÿค–80/100Audit Profileโ†’
#17
Swiggy
Swiggy
Consumer Apps ยท On-demand food delivery, Instamart groceries, and dining
๐Ÿ‡ฎ๐Ÿ‡ณ๐Ÿค–79/100Audit Profileโ†’
#18
Canva
Canva
Design & Creative ยท Empowering the world to design anything effortlessly
๐Ÿ‡ฆ๐Ÿ‡บ๐Ÿค–79/100Audit Profileโ†’
#19
Mistral AI
Mistral AI
Artificial Intelligence ยท Frontier open-weight LLMs in your hands
๐Ÿ‡ซ๐Ÿ‡ท๐Ÿค–78/100Audit Profileโ†’
#20
ElevenLabs
ElevenLabs
Artificial Intelligence ยท Generative voice AI & audio research
๐Ÿ‡บ๐Ÿ‡ธ๐Ÿค–78/100Audit Profileโ†’
Founder Playbook

How to Increase Your Startup's AI Visibility

Traditional SEO relied on backlinks and keyword stuffing. Artificial Intelligence Engine Optimization (AEO) and Generative Engine Optimization (GEO) rely on structured clarity, authoritative community consensus, and machine-readable context.

๐Ÿ“„Deploy llms.txt standard

Host a curated Markdown file at /llms.txt containing clean product specifications, API documentation, and core workflows formatted specifically for LLM context windows.

๐ŸŒDomain Citations in Perplexity

Publish direct comparative benchmarks and open-source documentation. Perplexity weights authentic GitHub repos, Hacker News discussions, and verified technical blogs heavily.

๐Ÿท๏ธJSON-LD & FAQ Schema

Google AI Overviews (Gemini) synthesize search snippets from structured FAQPage, SoftwareApplication, and Organization entities. Clean schema prevents hallucinated product descriptions.

Ready to grow your startup's digital mindshare?

List your product on rank.llmlab.in today for $0 / โ‚น0. Boost your rank to gain instant visibility across human visitors and our syndicated AI knowledge graph.