August 19, 2026
Perplexity Search Optimization: The Complete 2026 Playbook
The complete 2026 Perplexity optimization playbook covering retrieval, citations, Reddit, freshness, content structure and measurement.
RankinLLMRead →
See how your brand exists in AI search!
Track how your brand appears across ChatGPT, Gemini, Perplexity, Claude and other AI platforms and identify the exact actions needed to improve visibility.
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ChatGPT
Perplexity'%3e%3c/path%3e%3cpath%20d='M20.616%2010.835a14.147%2014.147%200%2001-4.45-3.001%2014.111%2014.111%200%2001-3.678-6.452.503.503%200%2000-.975%200%2014.134%2014.134%200%2001-3.679%206.452%2014.155%2014.155%200%2001-4.45%203.001c-.65.28-1.318.505-2.002.678a.502.502%200%20000%20.975c.684.172%201.35.397%202.002.677a14.147%2014.147%200%20014.45%203.001%2014.112%2014.112%200%20013.679%206.453.502.502%200%2000.975%200c.172-.685.397-1.351.677-2.003a14.145%2014.145%200%20013.001-4.45%2014.113%2014.113%200%20016.453-3.678.503.503%200%20000-.975%2013.245%2013.245%200%2001-2.003-.678z'%20fill='url(%23lobe-icons-gemini-1-_R_0_)'%3e%3c/path%3e%3cpath%20d='M20.616%2010.835a14.147%2014.147%200%2001-4.45-3.001%2014.111%2014.111%200%2001-3.678-6.452.503.503%200%2000-.975%200%2014.134%2014.134%200%2001-3.679%206.452%2014.155%2014.155%200%2001-4.45%203.001c-.65.28-1.318.505-2.002.678a.502.502%200%20000%20.975c.684.172%201.35.397%202.002.677a14.147%2014.147%200%20014.45%203.001%2014.112%2014.112%200%20013.679%206.453.502.502%200%2000.975%200c.172-.685.397-1.351.677-2.003a14.145%2014.145%200%20013.001-4.45%2014.113%2014.113%200%20016.453-3.678.503.503%200%20000-.975%2013.245%2013.245%200%2001-2.003-.678z'%20fill='url(%23lobe-icons-gemini-2-_R_0_)'%3e%3c/path%3e%3cdefs%3e%3clinearGradient%20gradientUnits='userSpaceOnUse'%20id='lobe-icons-gemini-0-_R_0_'%20x1='7'%20x2='11'%20y1='15.5'%20y2='12'%3e%3cstop%20stop-color='%2308B962'%3e%3c/stop%3e%3cstop%20offset='1'%20stop-color='%2308B962'%20stop-opacity='0'%3e%3c/stop%3e%3c/linearGradient%3e%3clinearGradient%20gradientUnits='userSpaceOnUse'%20id='lobe-icons-gemini-1-_R_0_'%20x1='8'%20x2='11.5'%20y1='5.5'%20y2='11'%3e%3cstop%20stop-color='%23F94543'%3e%3c/stop%3e%3cstop%20offset='1'%20stop-color='%23F94543'%20stop-opacity='0'%3e%3c/stop%3e%3c/linearGradient%3e%3clinearGradient%20gradientUnits='userSpaceOnUse'%20id='lobe-icons-gemini-2-_R_0_'%20x1='3.5'%20x2='17.5'%20y1='13.5'%20y2='12'%3e%3cstop%20stop-color='%23FABC12'%3e%3c/stop%3e%3cstop%20offset='.46'%20stop-color='%23FABC12'%20stop-opacity='0'%3e%3c/stop%3e%3c/linearGradient%3e%3c/defs%3e%3c/svg%3e)
Gemini
Claude
Grok
A
Share of Voice
68.5%
Brand Mentions
24.7%
Sentiment Score
Positive
Total Citations
142
Prompt Mentions
18/24
Share of Voice
YOUYour Brand
68.5%
Acme Corp
22.3%
TechSolutions
9.2%
AI Model Performance
Brand mention rate by AI model
ChatGPTPerplexityClaudeGrokTrusted by 100+ brands and more than 20+ agencies globally
Brands
Ease My Trip
Grip
Newmi Care
Indian Weight Loss Diet
CarWale
FlixBus
Pee Safe
Thomas Cook
Air India
IILMEase My TripGripNewmi CareIndian Weight Loss DietCarWaleFlixBusPee SafeThomas CookAir IndiaIILMEase My TripGripNewmi CareIndian Weight Loss DietCarWaleFlixBusPee SafeThomas CookAir IndiaIILMAgencies
HarvestHarvestHarvest32% increase in AI share of voice in 60 days
147 competitor citation gaps identified
18 inaccurate AI claims corrected
Explore Our Platform
Click through dashboards, competitors, prompts, and model settings, then take the full guided tour.
Dashboard Preview
Watch the data load and graphs fill in real-time
Share of Voice
68.5%
Brand Mentions
24.7%
Sentiment Score
Positive
Total Citations
142
Prompt Mentions
18/24
AI Visibility Score
72%
Strong
Strong AI visibility
Your brand is appearing in most priority prompts, with room to grow citations on Perplexity and Claude.
Share of Voice
AI mentions compared to competitors
YOUYour Brand
68.5%
Acme Corp
22.3%
TechSolutions
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
ChatGPTPerplexityClaudeGrokLeverage Agentic Flow to manage GEO
Measure, benchmark, and improve your AI visibility from one connected workflow.
01
Audit Agent
Analyzes your brand's visibility and share across AI-powered search results. Surfaces top cited domains, competitor presence, and priority actions.
02
GEO Benchmarking Agent
Compares your brand against up to 5 competitors across dimensions like schema, FAQs, and llms.txt presence. Highlights your attack vectors.
Our AI optimizer tools
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)
Integrates seamlessly with your existing stack
Google Analytics
GoogleSearch Console'%3e%3cpath%20fill='%23D2E3FC'%20d='M7.4,1.5c-1.2,0-2.1,0.9-2.1,2.1c0,0.4,0.1,0.8,0.4,1.2l0.9-0.9c0-0.1,0-0.2,0-0.3c0-0.5,0.4-0.9,0.9-0.9%20s0.9,0.4,0.9,0.9c0,0.5-0.4,0.9-0.9,0.9c-0.1,0-0.2,0-0.3,0L6.3,5.3c1,0.6,2.3,0.4,2.9-0.6c0.6-1,0.4-2.3-0.6-2.9%20C8.3,1.6,7.9,1.5,7.4,1.5z'/%3e%3cpath%20fill='%235E97F6'%20d='M6.6,7.6c0-0.7-0.2-1.4-0.6-2L4.8,6.8C4.9,7.1,5,7.3,5,7.6c0,0.5-0.2,0.9-0.5,1.2l0.6,1.6%20C6.1,9.8,6.6,8.7,6.6,7.6z'/%3e%3cpath%20fill='%235E97F6'%20d='M3.4,9.3L3.4,9.3c-0.9,0-1.7-0.7-1.7-1.6c0-0.9,0.7-1.7,1.6-1.7c0.3,0,0.7,0.1,1,0.3l1.2-1.1%20C4.8,4.6,4.1,4.3,3.3,4.3C1.5,4.3,0,5.8,0,7.6c0,1.8,1.4,3.3,3.3,3.3c0.2,0,0.5,0,0.7-0.1L3.4,9.3z'/%3e%3cpath%20fill='%234285F4'%20d='M7.5,10.6c-0.7,0-1.4,0.1-2.1,0.3l0.9,2.2C6.7,13.1,7.1,13,7.5,13c2.8,0,5,2.3,5,5c0,2.8-2.3,5-5,5%20c-2.8,0-5-2.3-5-5c0-1.9,1-3.6,2.7-4.4l-0.9-2.2c-3.7,1.8-5.2,6.3-3.4,9.9c1.8,3.7,6.3,5.2,9.9,3.4c3.7-1.8,5.2-6.3,3.4-9.9%20C12.9,12.3,10.3,10.6,7.5,10.6z'/%3e%3c/g%3e%3c/svg%3e)
Looker Studio
Keyword Planner
WordPress
APIs
MCPGoogle AnalyticsGoogleSearch ConsoleLooker StudioKeyword PlannerWordPressAPIsMCPGoogle AnalyticsGoogleSearch ConsoleLooker StudioKeyword PlannerWordPressAPIsMCPGoogle AnalyticsGoogleSearch ConsoleLooker StudioKeyword PlannerWordPressAPIsMCPGoogle AnalyticsGoogleSearch ConsoleLooker StudioKeyword PlannerWordPressAPIsMCPGoogle AnalyticsGoogleSearch ConsoleLooker StudioKeyword PlannerWordPressAPIsMCPFrom SEO signals to AI answers
Connect the pages AI reads with the answers buyers trust.
RankinLLM turns crawlable content, citations, schema, and brand facts into a prioritized visibility workflow for AI platforms.
Loved by forward-thinking teams
G2
Trustpilot
Capterra
"RankinLLM made AI visibility easy to understand and even easier to improve. The recommendations are practical, and the reporting gives us confidence that we're moving in the right direction."
Built for scale
Tailored solutions for every type of organization.
Enterprise
Scale your AI visibility tracking across multiple brands and international markets with enterprise-grade security.
- ✓Custom SLA
- ✓Dedicated Success Manager
- ✓Unlimited Brands
Enterprise
Scale your AI visibility tracking across multiple brands and international markets with enterprise-grade security.
- ✓Custom SLA
- ✓Dedicated Success Manager
- ✓Unlimited Brands
Agencies
Provide your clients with cutting-edge LLM visibility reports and prove ROI beyond traditional SEO.
- ✓White-label reporting
- ✓Client dashboards
- ✓API access
Growth Teams
Identify new demand signals and capture intent before competitors do.
- ✓Real-time alerts
- ✓Competitor benchmarking
- ✓Slack integration
E-commerce
Ensure your products are recommended when users ask AI for purchasing advice.
- ✓Product-level tracking
- ✓Review sentiment analysis
- ✓Conversion tracking
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
August 14, 2026
The GEO Content Audit: 20 Questions to Ask Before You Optimize Anything
Audit technical access, content structure, authority signals and measurement with 20 questions before starting a GEO optimization programme.
RankinLLMRead →
August 19, 2026
Perplexity Search Optimization: The Complete 2026 Playbook
The complete 2026 Perplexity optimization playbook covering retrieval, citations, Reddit, freshness, content structure and measurement.
RankinLLMRead →
August 14, 2026
The GEO Content Audit: 20 Questions to Ask Before You Optimize Anything
Audit technical access, content structure, authority signals and measurement with 20 questions before starting a GEO optimization programme.
RankinLLMRead →
August 10, 2026
GEO for SaaS: How B2B Software Brands Win AI Recommendations
A practical GEO guide for B2B SaaS brands that want to earn recommendations and citations across ChatGPT, Claude, Perplexity and Gemini.
RankinLLMRead →
August 5, 2026
GPT-5.6 and the Return of Site-Specific Search: What Changed for Brand Visibility
Learn how GPT-5.6 site-specific search changes ChatGPT retrieval, citations and the steps brands should take to improve AI visibility.
RankinLLMRead →
August 1, 2026
AI Search Optimization vs Traditional SEO: What Actually Gets You Cited in 2026
Compare AI Search Optimization with traditional SEO and learn what makes content retrievable, extractable and citable in AI-generated answers.
RankinLLMRead →
July 27, 2026
How to Measure GEO ROI: From AI Visibility and Citations to Pipeline and Revenue
Build a practical GEO measurement framework covering mentions, citations, share of voice, answer accuracy, AI referrals, assisted conversions, pipeline and revenue. Includes formulas and a 90-day dashboard.
RankinLLMRead →
July 22, 2026
GEO Pricing in 2026: What Generative Engine Optimisation Actually Costs
Understand GEO pricing across AI visibility software, internal execution and managed services. Learn the real cost drivers, how to compare proposals and how to build a budget tied to prompts, markets and outcomes.
RankinLLMRead →
July 15, 2026
Best GEO Tools in 2026: 7 AI Visibility Platforms Compared
Compare seven leading GEO and AI visibility tools by platform coverage, prompt tracking, competitive intelligence, action features, pricing and best-fit use case. Updated July 2026.
RankinLLMRead →
July 08, 2026
LLMs.txt Explained: What It Does, What It Does Not Do, and Whether You Need It in 2026
LLMs.txt is a proposed Markdown file for guiding AI systems to important website content. Learn how it differs from robots.txt, sitemaps and schema, what Google says, and when implementation is worthwhile.
RankinLLMRead →
July 01, 2026
Google AI Mode SEO: How to Appear in AI Overviews and AI Mode in 2026
Google says AI Overviews and AI Mode use core Search systems, retrieval and query fan-out. Learn the technical, content and measurement steps that improve eligibility and citation without relying on GEO myths.
RankinLLMRead →
June 27, 2026
ChatGPT Search Optimisation: How to Get Your Brand Cited in 2026
ChatGPT Search retrieves current information from the web and cites sources. Learn the operating model, the seven signals that improve citation probability, a practical optimisation workflow, what to measure, and common pitfalls.
RankinLLMRead →
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 →
Pricing that scales with you
Start with an AI visibility report, then scale prompt tracking, competitor benchmarking, optimizers, and integrations as your team grows.
Shine
$99per month
For small teams beginning GEO optimization
- ✓Up to 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
Shine
$99per month
For small teams beginning GEO optimization
- ✓Up to 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:
- ✓Up to 100 tracked prompts
- ✓Competitive visibility benchmarking (up to 10 competitors)
- ✓Detailed report with demand signals
- ✓Content Optimizer tools (up to 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:
- ✓Up to 1000 prompts
- ✓All top models: OpenAI: GPT-5.5, Anthropic: Claude Opus 4.7, Google: Gemini 3.5 Pro / Gemini 3.6 Flash
- ✓Custom prompt library creation
- ✓Dedicated Account Manager
- ✓Up to 5 domains
Best for: Large D2C, SaaS, BFSI, healthcare, retail, marketplace brands
Find Out What AI Says About Your Brand
Get your free AI Visibility Report in minutes.
- AI Visibility Score
- Top Competitors
- Sentiment Snapshot
- Citation Gaps
- Recommended Actions
- AI Visibility Score
- Top Competitors
- Sentiment Snapshot
- Citation Gaps
- Recommended Actions