AI Visibility Tools for Enterprise Agencies
Track 1,000+ prompts, monitor multi-brand portfolios, and integrate raw LLM visibility data directly into your enterprise data warehouse. Measure share of voice, citations, and sentiment across every major AI platform worldwide.
Measure and Improve Global Brand Performance in AI Search
See how often AI models recommend your enterprise solutions in high-intent queries. Bridge the gap between traditional SEO and Generative Engine Optimization (GEO) by connecting LLM referral traffic directly to your pipeline.
Enterprise Rank Tracking & Citation Monitoring
Track brand mentions, third-party citations, share of voice, and sentiment across AI Overviews, ChatGPT, Claude, Gemini, Perplexity, Grok, and DeepSeek. Effortlessly manage 1,000+ prompts across complex, multi-product architectures and track historical performance over time.
Brand Sentiment & Hallucination Governance
Protect your corporate narrative. Compare your AI visibility against competitors side by side by model, topic, and market. Identify where LLMs are generating negative sentiment, hallucinations, or citing outdated compliance information, allowing your PR and product marketing teams to correct the narrative before it spreads.
Custom Integrations via Open-Data API and MCP
Enterprise AEO requires enterprise infrastructure. Connect Cairrot’s AI visibility data directly into Tableau, PowerBI, Snowflake, or your proprietary BI tools. Our robust developer docs, open-data policy, and unbreakable read/write API make it easy to manage your data without restrictive platform bottlenecks.
Deliver Agency-level Visibility tailored for Complex Organizations
Track the Key Metrics for Enterprise AI Performance
- AI Mentions and Citations: Track how often you get mentioned or cited by LLMs compared to your competitors. Identify which third-party sites (forums, reviews, PR wires) AI models actually trust, so your outreach teams know exactly where to earn placements.
- Agentic Traffic Measurement: Track when AI platform crawlers visit your website (including OpenAI, Anthropic, Perplexity, Googlebot, and Applebot).
- Share of Voice Against Competitors: Measure how often AI recommends you versus competitors across different LLMs. Break share of voice down by product line, business unit, or global market.
- Phrase-Level Brand Sentiment: Monitor how LLMs describe your enterprise pricing, security, integrations, and reliability. Flag inaccurate narratives instantly so communications teams can deploy "Answer-First" content to course-correct the models.
Drill-down Analytics for Large Organizations
- Track AI Visibility in Any Global Market: National AI visibility hides regional gaps. The same prompt can surface different enterprise vendors in the US, EMEA, and APAC. Track by country, region, or city and see exactly how recommendations differ by market.
- Prebuilt Executive & Departmental Reports: Bridge the gap between departments. Provide high-level Share of Voice summaries for the C-Suite, while giving SEO and content teams granular drill-downs into individual prompts, models, and technical extractability issues.
- Intelligent Insights Prioritized by ROI: Cairrot's AEO Insights surface the highest-impact opportunities based on your real AI activity. Turn visibility gaps into a prioritized content and technical backlog using our Answer-First framework.
- Custom Governance & Tagging: Organize thousands of prompts by business unit, product category, or buyer persona. Add custom tags to maintain strict governance over your data architecture.
Easily integrates in Your Existing Tech Stack
- Open, Unlimited API: No gated features or artificially restricted data pulls. Enjoy read/write access that makes it straightforward to manage multi-product reporting and massive prompt volumes at scale.
- MCP Server Integration: Integrate Cairrot's data with your own internal AI assistants. Query your brand's AI visibility data or trigger tracking updates in plain language directly from the internal tools your team already uses.
- Server-Side Tracking: Comprehensive options for monitoring website visits from AI platforms in real-time. Connect Cairrot via Cloudflare, AWS CloudFront, or custom server-side implementations.
- Detailed Developer Resources: Full API documentation and a public GitHub repo give your data and engineering teams everything needed to build custom dashboards or integrate AI visibility into your proprietary workflows.
Local-Level Analytics Designed for Global Brands
- Regional AI Visibility: See where AI recommends you, where it doesn't, and which specific global regions actually send AI traffic to your site.
- Entity Consistency & Local SEO Integration: AI models lean heavily on third-party mentions and entity consistency to verify facts. Monitor the local data sources (Google Business Profiles, directories, global forums) that LLMs pull from to ensure they trust your brand.
- Multilingual Prompt Tracking: Track citations and mentions in 10 languages, including Japanese, Korean, Arabic, German, and French, with localized dashboards for each international market.
Enterprise Rank Tracking Across Every LLM
Track mentions, citations, sentiment, rank, and share of voice against competitors in Google’s AI Overviews.
Track mentions, citations, sentiment, rankings, and SEO/AEO insights for the most-used AI assistant in the world.
Monitor mentions, citations, sentiment, rankings, and SEO/AEO insights for the most popular LLM for enterprise and technical clients.
Track brand mentions and citations inside Grok and its growing popularity among men, finance professionals, and international users.
Follow your rankings and source citations in Perplexity, the answer engine built on live retrieval across multiple other LLMs and search engines.
Plus Agentic Traffic tracking for AI platforms like Apple, Amazon, Meta, Mistral, and more.
Analyze & Monitor Every Key Metric
AI Visibility (Share of Voice)
A single, blended score that combines brand mentions and citations across AI answers. Track how often and how prominently you show up in ChatGPT, Claude, Gemini, Perplexity, Grok, and DeepSeek.
Brand Mentions in AI
Pull every time your brand is named in an AI response, broken out by model and prompt. Measure share of voice against competitors over time.
Brand Sentiment in AI
See whether AI models describe your brand positively, neutrally, or negatively, down to the individual phrase, so you can spot and correct the narrative LLMs are repeating.
Citation Analysis
Find the exact URLs AI engines cite when answering questions in your space. Know which pages earn links and which competitors are getting referenced instead.
LLM Rankings
Track your position across answer engines the same way you’d track keyword rank in search (query by query, model by model).
AI Readiness
Score how well your pages are structured for AI retrieval and identify the technical and content gaps holding your visibility back.
AEO + SEO Insights
Rule-based, prioritized recommendations that tie AI visibility to your GA4 and Search Console data, so you know what to fix, how to fix it, and where to prioritize it.
AI Crawl Monitor
Track visits from AI crawlers and bots (OpenAI, Anthropic, Perplexity, Google, Meta, Amazon, and more) for trends and insights into how AI prioritizes your content.
Competitor Analytics
Benchmark mentions, citations, sentiment, and visibility against any competitor you choose, all available through the same open endpoints.
Integrate Your Data via API and MCP
Cairrot makes it easy to manage data and reports across thousands of client accounts at once.
Trusted by the Agencies serving Global Brands and Franchises
Dr. Patrick McAvoy
CEO and Founder of Authority Engine
"This is an incredible partnership, I'm so grateful I found (Cairrot). Cairrot is by far my most used tool for delivering AEO to clients. You make my life much easier and when it comes to showing attribution from AI and related sources like Reddit and YouTube, Cairrot is killing it. There is no other tool like it for analytics, insights, and attributing revenue from AI."
John Gehrig
Founder & President of D3 Corp
"We have been working with Cairrot since they launched and I do not regret it. They have been helpful in providing AI visibility and customer insights across all the LLMs, all in one platform. The automated SEO and AEO reports are especially helpful with integrations with GA4 and Google Search Console. Top notch personal service is the biggest benefit. Connor is an extremely helpful, expert-level SEO/AEO resource that responds quickly and is open to ideas. Overall, 5 stars all the way. We have tried a variety of tools and Cairrot is a key piece of our marketing tech stack. The personal relationship is valued and the technology keeps getting better everyday."
Matthew Bertram
CEO | EWR Digital
Host of the Best SEO Podcast
"The key difference between Cairrot and any other tool is the expertise behind it. It's been exciting to see Connor's expert knowledge, as well as our own feedback based on what our agencys clients are asking for, become scalable features within Cairrot.We appreciate the customization and care we've been handled with. Besides being a great tool offered at a great price, Cairrot has provided tremendous as a partner, helping our agency become more visibile in LLMs."
Ben Otfinoski
CEO of Sentic
"Your platform looks great. Even people that aren't technical love to nerd out on it because it takes something that everybody knows is important (AEO) and makes it actionable. Also we just keep signing new clients to be honest, the AEO audits look great to prospects that we pitch to. Tracking the sentiment phrases has been a huge hit... it's great feedback loop if anything negative gets flagged we can address that quickly. And now it's been added for YouTube and Reddit, as well as Google Maps, which is excellent. People lose their mind at Buyer Personas, I've seen great reactions. And of course I love the WordPress plugin and additional crawl monitoring we get out of that."
Latest Resources
FAQ
Frequently Asked Questions
Which AI platforms and LLMs do you track?
We offer comprehensive prompt tracking, mention monitoring, and citation analysis across every major LLM, including ChatGPT, Google’s AI Overviews, Claude, Gemini, Perplexity, Grok, and DeepSeek. Beyond prompt tracking, our AI Crawl Monitor natively tracks agentic traffic and site crawls from every notable AI platform, including Amazonbot, Applebot, Mistral, Meta, OpenAI, Anthropic, and more.
How does Cairrot monitor Agentic Traffic and AI bot crawls?
Every AI engine uses automated crawlers to scan websites for new information. Tracking these crawls gives you an early signal of how AI models view and prioritize your content before you start earning citations. We make it easy to log this agentic traffic in real-time. You can connect Cairrot directly to your website via our WordPress plugin, or you can use server-side tracking by connecting through Cloudflare or AWS CloudFront.
Which KPIs and metrics can I pull through the Cairrot API?
Our open-data API gives you read and write access to all of the core metrics available in our dashboard. Data teams can pull real-time updates on Brand Visibility (Share of Voice), Mention Rates, Citation Links, and Prompt-Level Rankings.
Unlimited API, including MCP connections, allow you to pull AI performance metrics including:
Do you offer an MCP (Model Context Protocol) server integration?
Yes, we do. Cairrot offers full MCP integration. This allows you to connect your Cairrot AI visibility data directly with your internal AI assistants, enabling you to query your brand’s AI performance or trigger prompt tracking updates using plain language right from the tools your team already uses.
What is the pricing for large organizations and enterprise Agencies?
Because enterprise teams and large agencies have complex tracking architectures (normally requiring monitoring for 1,000+ prompts for a single brand, or managing 15+ client portfolios—we highly recommend reaching out to us for a custom proposal. We provide custom enterprise pricing to ensure your API usage, prompt limits, and multi-account setups integrate seamlessly with your tech stack.
Do you offer white-glove onboarding or managed services for complex organizations?
Yes. We offer a professional, managed, “white-glove” onboarding experience specifically for agencies and complex orgs with enterprise needs.
We also provide additional AI visibility services, including professional content generation, technical audits, and hands-on consulting. Please contact us for a custom demo and proposal to see what a tailored plan looks like for you.
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Review Your AI Visibility with Cairrot
Contact us for a tailored demo and review of your AI visibility opportunities with Cairrot's experts.
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