How to rank in ChatGPT: a practical AI search visibility checklist
A short playbook for citation tracking, entity coverage, prompt coverage, and the content updates that most improve ChatGPT visibility.
400,000+ prompts
Monitored daily
Proprietary AI agents
Market intelligence workflows
Dedicated infrastructure
Own enterprise grade servers
Specialized brand models
Brand-specific AI intelligence
Monitoring AI Search Visibility, GEO, and AEO Across
We analyze how your brand is cited, recommended, and ranked, then surface the prompts, competitors, content gaps, and source pages that matter for AI SEO, GEO, and AEO.
AI assistants now answer shopping questions with product carousels. Upload your catalog via Shopify, CSV, or Google Merchant and see product-level visibility and win rate against competitors across engines, plus the rating AI shows each product and the exact searches it ran to build each carousel.
Shopify catalogsCSV uploadsGoogle Merchant feedsProduct-level visibilityCarousel win rate
Built around the exact language buyers use to find AI search tools
Digraph helps teams working on AI SEO, GEO, AEO, LLM visibility, prompt tracking, citation tracking, competitor benchmarking, AI brand visibility, and brand recommendation analysis.
AI search visibility tracking
Monitor how your brand appears across ChatGPT, Gemini, Claude, Perplexity, Grok, Mistral, DeepSeek, and Copilot when buyers ask real questions.
Generative engine optimization
Improve GEO with structured content, stronger entities, citation-ready pages, and better answer-engine coverage.
Answer engine optimization
Increase AEO performance by tracking when AI systems cite, recommend, or ignore your brand in direct answers.
Competitor benchmarking
See which competitors dominate AI answers, which prompts they win, and where your brand is missing.
Share of voice and sentiment
Measure AI share of voice, recommendation rate, mention frequency, and the sentiment of the narrative around your brand.
Citation and source analysis
Track cited domains, source overlap, and the pages that influence AI responses so you can optimize content and authority.
Trusted by brands optimizing for AI search
Microsoft
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UC Berkeley
Conjointly
Join the waitlist for AI search visibility, GEO, and AEO
Due to high demand for AI search optimization, competitor benchmarking, and prompt tracking, we're accepting new users on a rolling basis.
Sign up now to secure your spot and get early access to Digraph's AI visibility platform.
200+ Enterprise Clients
Trusted by leading brands investing in AI SEO and answer engine optimization
Industry leaders rely on Digraph to monitor AI visibility, benchmark competitors, improve citations, and increase how answer engines recommend their brand.
Detailed intelligence, organized for action
Compact views for monitoring visibility, competitors, citations, sentiment, and gaps across AI answer engines.
Multi-model monitoring
Track brand visibility across ChatGPT, Gemini, Claude, Perplexity, Grok, Mistral, DeepSeek, and Copilot.
Brand mention detection
Detect when AI mentions, recommends, or ignores your brand.
Position tracking
See rank movement and prompt-level visibility changes over time.
Competitor benchmarks
Compare share of voice, recommendations, and answer wins.
Narrative analysis
Measure sentiment and the way AI frames your brand.
Citation tracking
Find cited domains, source overlap, and pages influencing AI answers.
Visibility gaps
Surface prompts competitors win where your brand is missing.
Trend history
Monitor long-term visibility patterns and benchmark movement.
Web scraping + API prompts
Collect signals from live web sources and API-driven prompts for broader coverage.
Up to 100 iterations per prompt
Repeat each prompt many times to capture variance and improve confidence.
Weighted scoring by LLM share
Score results based on the usage share of each LLM system so the ranking reflects market reality.
Comprehensive AI Intelligence
Everything you need to dominate AI visibility
From real-time monitoring to competitive intelligence, get the complete toolkit for managing your brand's presence across all AI platforms.
Core Feature
Multi-Model AI Monitoring
Track your brand across ChatGPT, Gemini, Claude, Perplexity, Grok, Mistral, DeepSeek, and Copilot simultaneously. One dashboard, evidence-backed visibility.
ChatGPTGeminiClaudePerplexityGrok+3 more
Brand Mention Detection
Instantly detect when AI mentions your brand, with recommendation vs non-recommendation classification.
Position & Rank Tracking
Know exactly where you rank in AI responses and track position changes over time.
Share-of-Voice Analysis
Compare your visibility against competitors and identify market gaps.
Sentiment & Narrative Analysis
Understand how AI frames your brand. Detect positive, negative, or neutral sentiment and track narrative changes.
78%Positive
15%Neutral
7%Negative
Citation & Source Tracking
Track which sources AI cites when mentioning your brand and optimize your content strategy.
Visibility Gap Analysis
Discover prompts where competitors appear and you don't. Turn gaps into opportunities.
Historical Trend Tracking
Monitor visibility changes over time with detailed historical data and trend analysis.
Automated Reports & Scheduling
Schedule automated prompt runs and receive exportable PDF reports with actionable recommendations. Share insights with your team via secure links.
Scheduled RunsPDF ExportShareable Links
Long-tail content for AI SEO, GEO, and answer engine queries
This section targets the questions people search when they want to improve AI search visibility, rank in ChatGPT, increase citations, and benchmark competitors in generative search.
Popular questions
How do I rank in ChatGPT answers?
Digraph helps you track ChatGPT visibility, identify citation sources, and improve the pages and entities that influence recommendation behavior in AI answers.
How do I improve AI search visibility?
Focus on GEO, AEO, citation tracking, prompt tracking, structured data, and authority-building content that answer engines can trust and cite.
What is generative engine optimization?
Generative engine optimization is the practice of improving how AI systems surface, cite, and recommend your brand in generated responses.
What is answer engine optimization?
Answer engine optimization is the work of making your brand more visible in AI-generated answers, summaries, citations, and recommendations.
SEO article ideas
GEO vs SEO: what changes when AI answer engines become the interface
Compare traditional SEO with generative engine optimization, including how citations, prompts, and answer selection affect discovery.
How to improve AI visibility with competitor benchmarking
Use share of voice, recommendation rate, and citation analysis to see where competitors win and where your content strategy should change.
What to track for AI brand visibility in 2026
The metrics that matter now: citation sources, prompt coverage, sentiment, recommendation rate, and platform-by-platform rank drift.
Frequently Asked Questions
Everything you need to know about Digraph, how we differ from competitors, and how to get started.
How eight live AI systems - ChatGPT, Claude, Gemini, Perplexity, Grok, Mistral, DeepSeek, and Copilot - mention, recommend, and cite your brand. We track AI visibility, share of voice, sentiment, citation sources, prompt coverage, and competitive positioning.
All currently active systems on every plan. Digraph measures ChatGPT, Claude, Gemini, Perplexity, Grok, Mistral, DeepSeek, and Copilot with no add-on fees per engine. Additional systems are added only when their data can be collected and verified reliably.
Most tools stop at dashboards. Digraph combines AI search monitoring with actionable SEO intelligence - competitive gap analysis, citation tracking, prompt tracking, sentiment trends, and strategic recommendations. All platforms are included on every tier.
Monitoring runs daily. Real-time alerts notify you when your brand visibility shifts, when citations change, or when competitors gain ground in AI answer engines.
Yes. Benchmark your AI visibility, share of voice, sentiment, and positioning against multiple competitors. See where they appear and you do not, and which sources drive their citations.
Yes. Manage multiple brands from one workspace with separate monitoring profiles, white-label reporting, and shared SEO and AI search visibility insights.
HTTPS everywhere, encryption at rest, GDPR-compliant. We never use your data to train AI models or influence your tracked prompts.
€99 - €250/month based on tracked prompts and brand volume. Every feature is included on every plan, with no hidden tiers or gated capabilities.
Month-to-month. One click. No penalties.
Platform Scale
Built for enterprise-grade AI intelligence
Massive-scale monitoring infrastructure designed to give you the most comprehensive AI visibility, citation, and competitor benchmark data available.
Daily
120K+
AI Prompts Analyzed
Continuously monitoring across all major AI platforms
Active
8
Major AI Systems
Monitored continuously in real-time
Stored
1.4M+
AI Responses
Processed and stored for analysis
Comprehensive Data Coverage
Query Type Coverage
Commercial, informational, and comparison prompts
Global Reach
Multi-country and multi-language datasets
Historical Archive
AI visibility data retained over time for trend analysis
Deep Analysis Capabilities
Citation-Level Analysis
Deep dive into AI-generated answer sources
Model Comparison
Daily drift tracking across AI systems
Prompt Discovery
Find high-impact prompts missed by SEO tools
Proven Results
What our early users achieved
Visibility
Improved AI visibility in category-level prompts and commercial queries
Recognition
Moved from not mentioned to recommended in AI answers and citations
Reputation
Reduced negative or inaccurate AI brand narratives
Discovery
Identified high-impact prompts missed by traditional SEO and keyword tools
Keyword targets
AI search visibility, AI visibility tracking, AI SEO, generative engine optimization, answer engine optimization, GEO, AEO, LLM SEO, LLM visibility, prompt tracking, prompt monitoring, prompt coverage, citation tracking, citation analysis, source tracking, source attribution, share of voice, competitor benchmarking, brand mentions, recommendation rate, sentiment analysis, narrative analysis, AI answer engines, ChatGPT visibility, Claude visibility, Gemini visibility, Grok visibility, Mistral visibility, DeepSeek visibility, AI brand visibility, search intelligence, competitor gap analysis, and brand recommendation analysis.