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Visibility for the Superintelligence era
Mudra is a Frontier AI Research lab focused on automating Answer Engine Optimization to rank startups in AI Search.
Trusted by 27+ companies backed from
Most Advanced Features
See what AI thinks of you
See AI visibility, technical structure, citations, competitor rankings, and AI traffic across models, rolled into clear scores and daily natural language reports.
Own the questions that matter
Monitor customer prompts across models and get instant visibility, position, sentiment, competitor, and citation insights.
Pages engineered for AI recall
Orchestrate agents to generate authoritative, citation-driven pages with semantic HTML and JSON-LD, using research-backed statistics that AI models reliably recall.
CONTENT LAB
Gathering information
Researching topic and sources
Always-on agents for AI search
Agents that keep your structured data tuned and secure new high trust citations, so AI answers keep choosing and mentioning your brand.
AGENT LAB
LLMs.txt Indexer
Building AI-facing index
Schema Architect
Adds/validates/modifies structured data
Conversation Radar
Scans Reddit & LinkedIn for brand threads
Citations Outreach
Tracks AI-cited sources and contacts authors
Frontier Research
We continually research how AI Models crawl the web and choose sources, then bake those findings into Mudra so your brand stays at the frontier of AI search.
AI-Ready Foundations
Agents quietly keep your site in shape, improving structured data and suggesting AI optimized content so models always see a clear, trusted source.
Book a demo
Measurable Impact
Track AI visibility, technical health, AI-referred traffic and competitor share of voice so you can tie AI search directly to pipeline and revenue.
How it works
Mudra measures how AI models see your site, then deploys agents to fix what's broken—automatically.
Connect your domain
Point Mudra at your domain. We crawl key pages, map your technical structure, and mirror how AI models crawl and understand your site.
Measure every query
We run brand and category prompts across AI models, tracking visibility, rank, sentiment, and citations. You see exactly where you win and where you're invisible.
Deploy agents to fix it
Launch agents that ship structured data, write AI-optimized content, and win high-trust citations, so you rise in AI answers in weeks, not months.
Who is it for
For GTM, growth, and marketing teams who want a frontier AI Research Lab on their side, not just another analytics tool.
Use Mudra to align go-to-market with how AI actually recommends products. See the prompts, gaps, and competitors, then deploy agents to fix structure and content automatically.
Fits your workflow. Optimizes for every AI.
Mudra plugs into your stack and monitors top AI models, so you ship improvements without changing how you work.
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"Tried like 5 ai seo tools before mudra and they all sucked. these guys actually got lightcast to rank in chatgpt which is why our demos close better now. Nano randomly texts me at 2am with ideas and somehow they work 💀"
LYRA QUINNCO-FOUNDER AND CEO at Lightcast
Plans for every stage of AI Visibility
Backed by a frontier AI Research Lab to keep you ahead as AI search evolves.
Seed Stage
For early teams running their first AI visibility tests with frontier droids and content.
- Models: ChatGPT, Perplexity, Google AI Overviews
- 10 Engineer Droid credits / month
- 100 tracked prompts
- Up to 15 AI-optimized articles / month
- Weekly prompt runs
- 4 Natural Language Reports / month
- AI referral tracking
- 2 seats
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Growth Stage
PopularFor scaling teams that want daily AI search coverage and automated structure + content fixes.
- Models: ChatGPT, Perplexity, Claude, Google AIO, Gemini, Copilot
- 30 Engineer Droid credits / month
- 500 tracked prompts
- Up to 30 AI-optimized articles / month
- Daily prompt runs
- 12 Natural Language Reports / month
- AI referral tracking
- 8 seats
Enterprise
For companies treating AI Search as core infra, with custom limits, governance, and research support.
- All supported AI models
- Tailored droid limits & prompt volumes
- Multi-brand & multi-region workspaces
- Custom reporting & data exports
- SSO, roles, and security reviews
- Dedicated account & research support
Frequently Asked Questions
Learn about AI visibility and how Mudra helps your brand
succeed in AI search.
Want a demo of Mudra? Book a demo
Mudra is a Frontier AI search lab that automates Answer Engine Optimization (AEO) to help startups rank in AI search. Our frontier agents continuously monitor AI platforms, track every prompt and citation, identify visibility gaps, and automatically optimize your content to improve discoverability across Perplexity, ChatGPT, Claude, and other leading AI search engines.
Answer Engine Optimization (AEO) is the practice of optimizing content to rank highly in AI-powered search engines and answer engines. Unlike traditional SEO, AEO focuses on how AI models like Perplexity, ChatGPT, and Claude process, understand, and rank information. It involves understanding AI model behavior, tracking citations, and optimizing content structure to maximize visibility in AI-generated answers.
Mudra monitors all major AI platforms including Perplexity, OpenAI (ChatGPT), Anthropic (Claude), Google Gemini, and other leading AI search engines. We track your brand's visibility, citations, and performance across these platforms in real-time, giving you comprehensive insights into how your content appears in AI-generated responses.
Mudra provides end-to-end AI visibility management. Our platform tracks every prompt where your brand is mentioned, monitors citations across AI platforms, analyzes competitor performance, identifies visibility gaps, and provides actionable recommendations. Our frontier agents automate the optimization process, helping you ship changes faster and maintain consistent visibility in AI search results.
Getting started is simple. Book a demo to see how Mudra's frontier agents can automate your Answer Engine Optimization workflow. We'll show you how to track AI visibility gaps, monitor your brand's performance, and optimize content to rank higher in AI search. Our team will help you set up monitoring and start improving your AI visibility immediately.
Stay at the frontier
