Monetise demand signalsin LLMsChatGPTChatGPTPerplexityPerplexityGrokGrok

RankinLLM helps brands track how they appear and optimize — inside ChatGPT, Perplexity, Gemini, and other major LLMs

Know when you're mentioned, how you're represented, and what drives conversion decisions.

ChatGPTChatGPT
PerplexityPerplexity
GeminiGemini
ClaudeClaude
GrokGrok

Explore Our Platform

Dashboard Preview

Watch the data load and graphs fill in real-time

Share of Voice
68.5%
Brand Mentions
24.7%
Sentiment Score
Positive
AI Search Share of Voice (SOV)
Your brand's visibility across AI search results
Your Brand
68.5%
Competitor 1
22.3%
Competitor 2
9.2%
AI Model Performance
How well your brand performs across different AI models
24.7%

overall mention rate

Brand mention rate by AI model

ChatGPTChatGPT
45%
PerplexityPerplexity
28%
ClaudeClaude
18%
GrokGrok
9%

How it works

LLMs Demand Signaling OS, At a Glance.

Understand where your brand stands across the new search landscape.

Track your competitors in LLMs

Dashboard View

Analyze your citations

Response Details

Metrics that measure and mean visibility

Visibility

See the share of chats where your brand is mentioned and understand how often you show up in conversations.

Position

Understand your brand's position within AI search results and uncover opportunities to improve your ranking.

Sentiment

Find out how your brand is perceived by AI, what's going well, and what requires improvements.

What are the best cybersecurity platforms for mid-sized companies?

Choosing the right cybersecurity platform depends on threat coverage, deployment speed, and response automation. Here’s how AI commonly frames the top options.

C

#1 CrowdStrike

Frequently recommended for its cloud-native architecture and strong endpoint protection. AI highlights real-time threat intelligence and enterprise-grade reliability, though it is often noted as premium-priced.

S

#2 SentinelOne

Positioned as a strong alternative with autonomous response capabilities. AI often emphasizes its ease of deployment and automation-first approach for lean security teams.

P

#3 Palo Alto Networks

Mentioned for organizations needing a broad security stack. AI references its comprehensive coverage but occasionally flags complexity for smaller teams.

AI Brand Index

Ecommerce

Leading e-commerce platforms dominate AI search results with comprehensive product information.

BrandAI Brand Score
Amazon
95
Alibaba
93
eBay
88
Walmart
90
Shopify
87
Target
85
Rakuten
80
JD.com
82
Best Buy
78
Zalando
76
AI Brand Score scale:
90-100 = Excellent visibility
70-89 = Fine
45-69 = Needs improvement
25-44 = Critical
25 and below = Virtually invisible to AI - act now!

B2C

Consumer brands with strong digital presence excel in AI assistant recommendations.

BrandAI Brand Score
Apple
98
Google
96
Nike
92
Coca-Cola
94
Pepsi
89
Adidas
87
Netflix
91
Unilever
85
Procter & Gamble
88
Starbucks
90
AI Brand Score scale:
90-100 = Excellent visibility
70-89 = Fine
45-69 = Needs improvement
25-44 = Critical
25 and below = Virtually invisible to AI - act now!

Saas

Software-as-a-Service companies leverage technical content for superior AI visibility.

BrandAI Brand Score
Salesforce
95
Microsoft
94
Adobe
92
Zoom
89
Slack
88
Dropsuite
82
HubSpot
90
Atlassian
87
ServiceNow
85
DocuSign
84
AI Brand Score scale:
90-100 = Excellent visibility
70-89 = Fine
45-69 = Needs improvement
25-44 = Critical
25 and below = Virtually invisible to AI - act now!

AI Content Generators

Explore our powerful content optimization tools

LLMs.txt Generator

Generate standardized LLMs.txt files for AI systems

https://example.com
# Site Information
Site: https://example.com
Contact: contact@example.com
# Documentation
- [Getting Started](https://example.com/docs)
- [API Reference](https://example.com/api)
# FAQs
- [FAQ Page](https://example.com/faq)

Winning on Google does not guarantee success in LLMs

  • •AI assistants now answer billions of queries directly.
  • •They cite competitors, summarize reviews, and shape buying choices — without sending users to your site.
  • •Traditional SEO can't measure when or how you appear in those conversations.
  • •You lose influence at the very moment users decide.
Estimated LLM vs. Organic Search Value

The Solution

RankinLLM tracks, diagnoses, and improves your brand's performance inside AI engines.

1 · Track Visibility

Detect every time your brand is cited

Measure Citation Share of Voice (CSOV), sentiment, and hallucination rate across ChatGPT, Perplexity, Gemini, and more.

2 · Understand Intent

Classify each prompt as research → compare → evaluate → decide

See exactly where you appear in the model's reasoning flow — not just if you're mentioned.

3 · Take Action

RankinLLM's Action Recipes suggest practical steps

Publish proofs, fix coverage gaps, or counter competitor claims — powered by coordinated AI agents.

4 · Prove ROI

Link visibility gains to measurable business impact

Through CSBOC (Citation-Share Based Outcome Correlation). Know which actions actually influence pipeline and revenue.

Why RankinLLM

Because visibility alone isn't influence. Timing is.

RankinLLM was born from a simple insight: "The real battle for influence won't be fought on keywords — it'll be fought on decision-stage prompts inside LLMs."

While others chase mentions, RankinLLM measures when your brand shapes an AI's decision path. Founded by global AI strategy leaders, RankinLLM merges enterprise analytics with deep-LLM research to give brands a competitive edge where it matters most.

Backed by Research & Technology

Built on the latest advances in GEO analytics and LLM transparency.

  • •Decision-stage reasoning probes that detect "research → decide" pivots.
  • •Structured JSON outputs for measurable, reproducible scoring.
  • •Synthetic Prompt Panels simulating real buyer journeys across models.
  • •Continuous benchmarking of AI engines for citation precision and hallucination rates.

RankinLLM turns LLM behavior into reliable marketing intelligence.

Security & Enterprise Trust

Private by Design, Secure by Default.

  • •Tenant-isolated data storage • KMS-based secret management
  • •Optional PII redaction and 90-day retention controls
  • •Human-in-the-loop approvals for every outward action
  • •SOC 2 Type I in progress • SSO and audit logging ready

Brands that trust us

Ease My Trip
Grip
Newmi Care
Vertical Logo
Indian Weight Loss Diet
Car Wale
Flix Bus
Pee Safe
Thomas Cook

Frequently asked questions

RankinLLM — Frequently Asked Questions (FAQ)

The Generative Engine Optimization & Demand-Intelligence Platform for Brands

General

Getting Started

Tracking, Segmentation & Analytics

Integrations & Data Sharing

Results, ROI & Impact

International & Multi-Brand Support

Pricing & Plans

Still need help?

Latest Research

Generative Engine Optimization (GEO) series by RankinLLM

June 24, 2026

GEO vs SEO: What’s Actually Different in 2026?

GEO targets AI-generated answers in ChatGPT, Perplexity, and Gemini while SEO targets Google rankings. Here is exactly how they differ in goals, signals, metrics, and tools — and why you need both.

RankinLLMRead →
June 20, 2026

LLM Citation Analysis: How AI Models Decide Which Brands to Mention

A technical deep-dive into how ChatGPT, Perplexity and Gemini select brands to cite — covering entity recognition, parametric memory, RAG retrieval, and the signals that drive AI mention decisions.

RankinLLMRead →
June 15, 2026

Why Your Brand Doesn’t Appear in AI Search (And How to Fix It)

The 6 most common reasons brands are invisible in ChatGPT, Perplexity and Gemini — and the exact fixes to improve your AI search visibility.

RankinLLMRead →
June 10, 2026

How to Track Your Brand in ChatGPT, Perplexity & Gemini

A step-by-step guide to tracking how often and how accurately your brand appears in ChatGPT, Perplexity, Gemini and other AI search tools.

RankinLLMRead →
May 20, 2026

GEO for Ecommerce Brands

How AI search will change product discovery and online buying — and

RankinLLMRead →
May 1, 2026

Why Your Brand Is Not Appearing in ChatGPT Answers (and What You Can Do)

AI search creates a new kind of invisibility: you can lose demand

RankinLLMRead →
View All Research

Pricing that scales with you

Shine

$99per month

For small teams beginning GEO optimization

  • ✓Upto 50 tracked prompts (updated daily)
  • ✓All models: ChatGPT, Perplexity, Grok, Gemini, Copilot, Claude
  • ✓Brand Mention & Source Citation tracking
  • ✓Competitive visibility benchmarking (up to 5 competitors)
  • ✓Weekly trends dashboard
  • ✓Monthly GEO Scorecard
  • ✓Email support
  • ✓1 domain monitored

Best for: Early-stage founders, small brands, solopreneurs

Signal

$149per month

For growing brands focused on scaling visibility

  • Everything in Shine, plus:
  • ✓Upto 100 tracked prompts
  • ✓Competitive visibility benchmarking (up to 10 competitors)
  • ✓Detailed report with demand signals
  • ✓Content Optimizer tools (upto 10/month)
  • ✓LLMs.TXT optimizer
  • ✓Schema Generator
  • ✓Server Logs Analysis
  • ✓FAQ Generator

Best for: Funded startups, D2C brands, agencies, CX/marketing teams

Illuminate

$499per month

For enterprises needing scale, security, and deep GEO intelligence

  • Everything in Signal, plus:
  • ✓Upto 1000 prompts
  • ✓All top models: GPT-4.1 Preview, Claude 3.5 Opus, Gemini 2 Ultra
  • ✓Custom prompt library creation
  • ✓Dedicated Account Manager
  • ✓Upto 5 domains

Best for: Large D2C, SaaS, BFSI, healthcare, retail, marketplace brands