Best AEO Trackers for Agencies & Marketing Teams (2026 Software Comparison)

As the head of marketing at EWR Digital, an AI SEO Agency specializing in enterprise companies, and a fractional CMO, I understand what both agencies and in-house marketing teams need in an AEO tracker. I’ve tried several AEO software tools in the last several of months. This guide is my honest review of these platforms, including the ones I strongly recommend for specific use-cases.

Becoming Visible in AI Search (LLMs)

The digital marketing landscape is undergoing its most profound transformation yet. We are rapidly moving beyond traditional SEO into a new era defined by AI-generated answers. This new marketing channel, known as Answer Engine Optimization (AEO) or AI/LLM Visibility, means your brand’s visibility is no longer solely about ranking on a Google SERP. It’s about being cited, mentioned, and recommended within the conversational responses of Large Language Models (LLMs) like ChatGPT, Gemini, Grok, Claude, and Perplexity.

This shift creates a critical new challenge for marketing agencies and in-house business teams alike. The fundamental question has changed from “Are we ranking?” to “Is our brand visible where my customers are asking questions?” To answer this, a new class of software is essential: the LLM visibility tool, or LLM tracker.

This guide cuts through the noise, providing a detailed comparison of the top AEO tracking tools on the market in 2026. I’ve personally tested these platforms with clients at EWR Digital and have now evaluated them not just on features, but on their practical value for agencies needing to deliver results profitably and for in-house teams needing to prove competence and ROI quickly.

Here are the best AEO trackers to help you master your LLM visibility no matter what industry you are in. 

Top 8 AEO Tracking Tools in 2026

1. Cairrot: The Best Overall AEO Tool for LLM Visibility.
2. AthenaHQ: The Strategic AEO Platform Tool for Enterprise Teams.
3. Scrunch AI: The Well-Funded AEO Platform Targeting Enterprise Agencies.
4. Peec AI: An Affordable AEO Tool for SMBs.
5. Semrush AI Toolkit: A Convenient (But Costly) AI Visibility Add-on.
6. Gumshoe AI: Great for Usage-Based AEO Reports.
7. Profound: The Top AEO Tracker for E-commerce.
8. Bluefish AI: Enterprise AEO/GEO Tool for Brand Reputation.

How I Evaluated These AEO Tracking Tools

A tool that’s perfect for a Fortune 500 company can be a profit-killing nightmare for a marketing agency. To provide the most practical guidance, we evaluated each AEO tracker through two distinct lenses: the needs of a scalable marketing agency and the requirements of an in-house business team.

Key Criteria for Marketing Agencies

For agencies, efficiency, scalability, and profitability are paramount. The right tool must facilitate growth, not hinder it.

• Multi-Client Management: The ability to seamlessly switch between client accounts from a single dashboard without logging in and out. Efficiency is the top priority.
• White-Label Reporting: Features that allow for custom branding on reports to deliver a professional, agency-branded experience to clients.
• Scalable & Profitable Pricing: Pricing models (like per-client or usage-based) that scale as an agency grows, preserving margins on AEO services. Per-domain fees are often a dealbreaker.
• API Access: Programmatic access to data is non-negotiable for creating custom dashboards in tools like Looker Studio or integrating AI visibility metrics into an agency’s central reporting system.
• Quick Implementation: Time is money. A tool must be easy to set up for new clients without a lengthy, complex onboarding process.

Key Criteria for In-House Marketers

For in-house teams, the focus is on ease of use, clear business impact, and integration with existing workflows.

• Ease of Use: The platform must be intuitive for internal marketing, content, and product teams who may not be AEO specialists. A steep learning curve kills adoption.
• Clear ROI Metrics: Dashboards and reports must clearly connect AEO activities to business outcomes, like share of voice, sentiment, and citation frequency.
• Integration with Existing Stack: The tool should play nicely with the software already in use, such as a CMS (WordPress), analytics (GA4), or business intelligence platforms.
• Scalability: The platform should be able to grow with the business, from tracking a few core products to monitoring a wide range of topics and competitors.
• Team Collaboration Features: The ability to add multiple users, assign tasks, and share insights across departments is crucial for making AEO a company-wide initiative.

AEO Software Comparison Table

Takeaways

• Highest market viability: Tools that balance affordability, multi-LLM coverage, and scalability (Cairrot, Peec AI).
• Enterprise-stable but narrow: Profound, Scrunch AI, Bluefish AI.
• Tactical or ecosystem-dependent: Gumshoe AI, Semrush AI Toolkit.

1. Cairrot: The Best Overall AEO Tool for LLM Visibility

Cairrot is built from the ground up to solve the agency profitability problem in the AEO space. It’s positioned as the affordable, flexible, and powerful entry point into AI SEO tracking, with a specific focus on the massive WordPress ecosystem. Its value proposition is immediately clear: it democratizes LLM visibility by offering features that competitors charge a premium for, like a free API and multi-LLM support, at a fraction of the cost.

Designed by an AEO strategist who understands both agency and corporate priorities, Cairrot provides the cutting-edge analytics marketers need to track and optimize their websites with confidence. Unlike expensive and confusing enterprise tools, Cairrot makes achieving LLM visibility affordable and accessible. .

Key Features

• Multi-LLM Monitoring: Tracks brand visibility across a wide range of models including ChatGPT, Gemini, Perplexity, Claude, Grok, and DeepSeek.
• Competitor Analysis & Heatmaps: Client-friendly visuals showing your mention frequency versus competitors across different LLMs.
• AI Readiness Audit: An automated tool that scores your site’s technical optimization for LLM discovery and provides actionable recommendations.
• LLMS.TXT Generator: Creates and helps deploy an AI-friendly index file for your site, similar to a robots.txt but for LLMs.
• Free API: Programmatic access to all data is included for free with every plan, a massive differentiator for agencies and data-driven teams.
• LLM/AI Bot Crawl Tracking: A free WordPress plugin monitors visits from bots like GPTBot and ClaudeBot, showing which content is most attractive to LLMs in real-time.

Pricing

Cairrot’s pricing is designed for accessibility and scale. It starts at just $39/month for ChatGPT and Perplexity tracking. The Pro Plan is $99/month and adds Claude, Gemini, and DeepSeek, making Cairrot the only tool on this list that tracks 5 major LLMs for under $100. The Enterprise plan is $299/month for 100 prompts and unlimited users. Grok tracking is available starting at $25/month add-on.

Cairrot for Marketing Agencies

Cairrot is the clear winner and my recommended choice for most marketing agencies. The pricing model is designed for profitability. An agency can track 5 major LLMs for under $100, allowing them to build a competitive AEO service without destroying margins. The free API access on all plans is a game-changer; it means you can build custom, white-labeled client dashboards in Looker Studio or your own BI tool without paying for an expensive enterprise tier. The multi-brand interface is efficient, and the visual heatmap reports are perfect for demonstrating ROI in client meetings.

Cairrot for In-House Teams

For small-to-midsize businesses, especially those on WordPress, Cairrot is an ideal starting point. The low cost of entry ($39.99/mo) removes the budget barrier to experimenting with AI SEO. The free WordPress plugin for tracking AI bot crawls provides immediate value without a subscription. The LLMS.TXT generator and AI Readiness audit give your team actionable steps to improve your site’s technical foundation for AEO. It’s a practical, results-oriented tool that doesn’t require a dedicated data scientist to operate. The platform’s detailed analytics and lucene data filtering make it a dream tool for data enthusiasts, while its guided setup process is incredibly intuitive. .

Summary

Cairrot my top recommendation for marketing agencies or teams looking for something advanced but accessible, flexible but intuitive, and affordable entry into AEO tracking and optimization. Its combination of unbeatable affordability, a robust and free API, and agency-centric features makes it the most practical choice for the vast majority of users who need to prove the value of AI SEO without an enterprise-level budget. It successfully bridges the gap between functionality and affordability, making it the best overall AEO tracker on the market, especially for marketing agencies.

2. AthenaHQ: The Strategic AEO Platform Tool for Enterprise Teams

Backed by AI experts from Google and DeepMind, AthenaHQ carries an air of technical sophistication. It positions itself as more than a simple tracker, focusing on aggressive, strategy-focused features like “competitor impersonation” and “dynamic blindspot detection.” It’s a platform for teams who want to be on the absolute bleeding edge of LLM visibility and have the budget to match.

Key Features

• Expert-Led Development: Backed by former Google Search and DeepMind experts.
• Athena Citation Engine (ACE): Proprietary technology for optimizing and tracking citations.
• Competitor Impersonation: A tool to analyze and reverse-engineer competitor strategies in AI search.
• Action Center: Provides automated recommendations and workflows to improve visibility.
• Two-dimensional GEO optimization: A unique emphasis on geographically-targeted optimization.

Pricing

Starts at $295/month under a credit-based system (1 credit = 1 AI response). There is no free trial, and no public API is available on the self-serve plan.

AthenaHQ for Marketing Agencies

The “ex-Google” pedigree is a powerful selling point for sophisticated, high-ticket clients. However, the platform is challenging from an agency perspective. The high starting price makes it a non-starter for most clients, and the credit-based system can lead to unpredictable costs, making it difficult to budget for retainers. Most importantly, the lack of a public API on the standard plan makes it a “walled garden,” preventing integration with agency-wide reporting dashboards.

AthenaHQ for In-house Businesses

If you are a well-funded, tech-forward marketing team looking for a competitive edge, AthenaHQ is compelling. It moves beyond simple monitoring to provide strategic recommendations. This is for teams that have already mastered the basics of AEO and are now looking for advanced strategies to dominate their category. The high cost and lack of a free trial, however, make it a considered purchase that requires significant buy-in from leadership.

Takeaway

AthenaHQ is a powerful but expensive LLM tracker for the bleeding edge. Its high cost and closed nature make it a niche choice for sophisticated teams with deep pockets. For most, the price of admission is simply too high for the strategic insights it promises.

3. Scrunch AI: Well-Funded AEO Platform Targeting Enterprise Agencies

Scrunch AI is a relatively expensive platform with plenty of hype, targeting mid-to-large enterprises and well-funded agencies. It offers deep competitive insights, SOC 2 compliance, and a promising (though still developing) “Agent Experience Platform” (AXP) to generate AI-optimized versions of your site.

Key Features

• Agent Experience Platform (AXP): A feature in development to create machine-readable versions of your site for AI crawlers.
• Multi-Dimensional Competitor Comparisons: Analyze visibility by persona, topic, and geography.
• Real-Time AI Bot Crawling: A feed showing how AI bots are interacting with your site.
• SOC 2 Type II Compliance: Enterprise-ready security, a key feature for regulated industries.

Pricing

Meaningful plans start around $300-$500/month. The Growth plan, which includes all LLMs, is $500/month. API access is reserved for a custom Enterprise plan. A 7-day free trial is available.

Analysis for Marketing Agencies

Scrunch AI shows a commitment to agencies with its dedicated Partner Program and multi-brand support on the Enterprise plan. However, the economics are challenging. A starting price of $500/month for the most useful plan is a significant investment per client. Gating API access behind the most expensive tier is a major drawback for agencies that rely on custom reporting to prove value and maintain efficiency.

Analysis for In-house Businesses

For a mid-to-large enterprise, Scrunch AI is a strong contender. The SOC 2 compliance meets corporate security requirements, and the deep, multi-dimensional analysis provides the granular insights a sophisticated team needs. The real-time bot crawling feed is valuable for technical SEOs. However, the platform is expensive and has a reputation for a complex setup and UI. It’s a powerful monitoring tool, but you’ll need a separate workflow and budget to act on its insights.

Takeaway

Scrunch AI is a powerful, enterprise-focused LLM visibility tool with a promising roadmap. However, its high price and focus on analytics over execution mean it’s best suited for teams with significant budgets and established content optimization workflows. It has great potential, but I personally do not feel its feature set or interface warrant the price tag. Cairrot, Peec AI, and Gumshoe AI are all better suited for both agencies and in-house teams. 

4. Peec AI: An Affordable AEO Tool for SMBs

Peec AI, a European-based company, stands out with its clean user interface and a focus on providing AI-driven strategy recommendations. It doesn’t just show you the data; it tries to tell you what to do with it. Its ability to analyze sources beyond websites, like forums and social media, is also a unique strength.

Key Features

• AI-Driven Strategy Recommendations: Provides suggestions on what to do next to improve LLM visibility.
• Advanced Prompt Management: Includes a feature to suggest new prompts to track, helping uncover new opportunities.
• Multi-Channel Source Analysis: Analyzes sources from websites, forums, and social media.
• Looker Studio Integration: Offers a connector for custom reporting, a valuable feature for data-driven teams.

Pricing

Starts at €89/month (~$97) for 25 prompts across ChatGPT and Perplexity. A 7-day free trial is available.

Analysis for Marketing Agencies

Peec AI is a strong, affordable option that competes well on price. The Looker Studio connector and API are great for flexible reporting. The “Pitch Workspaces” feature is a thoughtful addition designed to help agencies use data to win new business. The unlimited seats on all plans is also a huge plus for growing teams. The main drawback is that key LLMs like Claude and Gemini are gated behind the expensive Enterprise plan, which limits the value of the lower tiers.

Analysis for In-house Businesses

For B2B and SaaS businesses that want a clean, intuitive platform, Peec AI is an excellent choice. The user-friendly dashboard makes it easy to track key metrics like Visibility and Sentiment without being overwhelming. The AI-driven strategy and prompt suggestions are particularly helpful for teams that need more guidance and want to move quickly from data to action. It’s a great tool for making AEO accessible to a broader marketing team.

Takeaway

Peec AI is a strong contender in the “affordable” AEO tracker space. It’s an excellent choice for teams that value simplicity, strategic guidance, and a great user experience. However, the gating of major LLMs on its entry-level plans is a significant limitation to consider.

5. Semrush AI Toolkit: A Convenient (But Costly) AI Visibility Add-on

As a giant in the SEO world, Semrush has bolted an AI Visibility Toolkit onto its existing platform. The primary appeal is convenience: for teams already living inside Semrush, it offers a way to dip into AEO without adding another tool to the stack. However, this convenience comes at a steep price, both in dollars and in feature depth.

Key Features

• AI Visibility Score: A benchmark score to measure presence in AI answers.
• Integrated Reporting: Combines SEO and AEO data in the familiar Semrush dashboard.
• Prompt Research: A feature similar to keyword research, but for AI prompts.
• Sentiment and Perception Analysis: Analyzes brand sentiment in AI responses.

Pricing

The AI Toolkit is a $99/month add-on that requires an active Semrush subscription (starting at about $140/month). The total minimum cost is around $239/month. Crucially, the add-on fee is per domain.

Analysis for Marketing Agencies

From an agency owner’s perspective, the Semrush AI Toolkit’s pricing model is fundamentally broken for agency use. The $99/month add-on fee is per domain. This makes it completely unprofitable and non-scalable to roll out across a roster of clients. Paying an extra $99 for every single client is a non-starter. It’s a classic example of an enterprise pricing model being misapplied to a feature that agencies need to use at scale.

Analysis for In-house Businesses

If your business is already deeply invested in the Semrush ecosystem and your team values the convenience of a single, unified platform above all else, then this add-on might make sense. You can see your traditional SEO and AI SEO metrics in one place. However, you are paying a significant premium for that convenience. The features are less innovative than dedicated tools, and the insights are often less precise. You’re paying more for less, simply to avoid opening a new browser tab.

Summary & Takeaway

The Semrush AI Toolkit is a logical but extremely costly add-on for existing power users. For anyone not locked into the Semrush ecosystem, more specialized and affordable LLM visibility tools like Cairrot offer significantly better value, deeper features, and a pricing model that actually makes sense for both agencies and businesses.

6. Gumshoe AI: Usage-Based AEO Reports

Gumshoe AI breaks the SaaS mold with a pay-per-report model. Instead of a recurring monthly subscription, you only pay for the analysis you run. This makes it an incredibly flexible option for specific, project-based needs, initial client audits, or teams that don’t require continuous, daily monitoring.

Key Features

• Pay-Per-Report Model: No monthly subscription; pay as you go.
• Persona-Specific Analysis: Test visibility from the perspective of different buyer personas.
• Tactical Recommendations: Reports include actionable suggestions for improvement.
• Cited Source Tracking: Identifies which domains and URLs are being cited for your target prompts.

Pricing

Pay-as-you-go pricing is $0.10 per “conversation” (one prompt and one AI model answer), with reports typically costing around $30. Your first few reports are free.

Gumshoe AI for Marketing Agencies

Gumshoe is an excellent tool for an agency’s arsenal. It’s perfect for the initial discovery phase with a new client; you can run a comprehensive baseline report to identify opportunities without committing to a monthly subscription. It’s also great for clients with smaller budgets who want quarterly or ad-hoc AEO check-ins. The pay-as-you-go model means you can directly pass the cost through to the client. The main drawback is that it’s not a continuous monitoring dashboard.

Gumshoe AI for In-house Teams

For a business team, Gumshoe offers a no-commitment way to dip your toes into AI SEO. If you’re launching a new product or campaign, you can run a report to see how it’s being perceived by LLMs. The persona-specific analysis is particularly useful for product marketers trying to understand how different customer segments might encounter their brand. It’s a tactical tool for specific questions, not a strategic platform for ongoing visibility management.

Summary & Takeaway

Gumshoe AI is the perfect choice for project-based AEO analysis. Its flexible pricing makes it a fantastic supplemental tool or starting point, but it’s not a replacement for a full-featured, continuous LLM tracker needed for a comprehensive AI SEO strategy.

7. Profound: The AEO Tracker for E-commerce

Profound squarely targets the enterprise market, with a heavy emphasis on governance, security, and advanced analytics for large e-commerce brands. Its standout feature is its SOC 2 Type II compliance, making it a go-to for regulated industries like finance and healthcare. It’s a powerful platform, but its high price and closed-off nature make it a very specific solution for a very specific customer.

Key Features

• SOC 2 Type II Compliance: Enterprise-grade security for regulated industries.
• Real-Time Monitoring: Live analytics on AI visibility.
• Agent Analytics: Tracks visibility of AI crawlers.
• Content Optimization Workflows: Integrations for content teams.

Pricing

Starts at $99/month, but this is for ChatGPT tracking only. Expect costs to escalate significantly as you add more models. No free trial is offered, and there is no public API.

Profound for Marketing Agencies

Profound is a tough sell for agencies. The pricing model is not scalable for managing a roster of small-to-mid-sized clients; the high cost per client would decimate profitability. The reported lack of multi-account support makes it inefficient, and the absence of a public API on lower tiers prevents the creation of custom, integrated client dashboards. While its SOC 2 compliance is a great selling point for a large corporate client, the tool’s structure is fundamentally at odds with a typical agency workflow.

Profound for In-house Businesses

If you are a large e-commerce, finance, or healthcare company with a dedicated AEO budget and a CISO who requires SOC 2 compliance for all vendors, Profound is a strong contender. It’s built for organizations where LLM visibility is a boardroom-level concern and budget is not the primary constraint. However, for any business outside of this enterprise bubble, the cost and complexity are prohibitive.

Key Takeaway

Profound is a powerful but exclusive LLM visibility tool. Its high cost, enterprise focus, and lack of flexibility make it a non-starter for most agencies and SMBs. It serves a niche at the top of the market, but others can find far better value elsewhere.

8. Bluefish AI: Enterprise AEO/GEO Tool for Brand Reputation

Bluefish AI carves out a niche by focusing less on performance marketing and more on brand protection. It’s a reputation management suite for the AI era, designed to answer the question, “Is AI saying something negative, incorrect, or damaging about our brand right now?”

Key Features

• Real-Time Brand Reputation Tracking: Monitors for brand safety issues and crises in AI responses.
• Crisis Detection: Acts as an early warning system for PR crises emerging from inaccurate or harmful AI-generated content.
• Automated GEO Workflows: Streamlines reputation management tasks across different regions.
• Enterprise-Scale Security: Designed with the security and compliance needs of large corporations in mind.

Pricing

Starts at $299/month. No free trial or public API is advertised.

Analysis for Marketing Agencies

For a performance marketing agency focused on driving leads and sales, Bluefish AI is likely a poor fit. Its metrics are defensive (brand safety, crisis detection) rather than offensive (citation growth, competitive ranking). However, for an agency that offers PR or corporate communications services, this could be a valuable tool to add to a high-stakes client retainer. The per-seat pricing model can get expensive for larger teams.

Analysis for In-house Businesses

This tool is built for the corporate communications or PR department, not the growth marketing team. Its purpose is risk mitigation. For a large, public-facing corporation, having a system to monitor for AI-generated misinformation or negative sentiment is a form of insurance. It provides peace of mind, but it’s not designed to help you actively grow your visibility or acquire customers.

Summary & Takeaway

Bluefish AI is a specialized LLM tracker for a specific corporate function. It’s powerful for brand protection, but it is not an AI SEO tool in the traditional sense. Marketing teams focused on performance will find it lacks the metrics they need to prove ROI.

Choosing the Right LLM Visibility Tool for Your Needs

The market for LLM trackers is diverse, with solutions tailored for every budget and use case. Selecting the right platform depends entirely on your team structure, primary goals, and digital maturity. There is no single “best” tool for everyone, but there is a best tool for you.

Strategic Questions to Ask Before Choosing an LLM Tracker

Before committing to a platform, your team should ask the following questions:

• Which LLMs are most used by our target audience? You need a platform that provides analytics in the channels your users prefer.
• Is the pricing plan optimized for our use case? An agency needs a model that scales across many clients, while a business may prefer a single, feature-rich profile.
• Do we need an API? For custom reporting and integration with BI tools like Looker Studio, API access is non-negotiable.
• What is our budget? Tools range from under $50/month to over $3,000/month. Be realistic about your investment capacity.
• Do we need defensive or offensive metrics? Are you focused on brand protection (Bluefish AI) or citation growth and competitive analysis (Cairrot, AthenaHQ)?
• How important is integration with our existing SEO platform? If you’;re a Semrush power user, the convenience of their toolkit might outweigh its high cost.

Must-Have Features for LLM Visibility Tools in 2026

As the AEO landscape matures, a few core features have become essential for any serious LLM visibility strategy:

• Standard LLM Tracking: At a minimum, a tool must track ChatGPT, Gemini, and Perplexity.
• Advanced LLM Analytics: Support for platforms like Claude and Grok is increasingly important, especially for B2B brands.
• Citation and Mention Tracking: The ability to see not just if you were mentioned, but which of your URLs were cited as sources.
• Indexation and Crawl Optimization: Features that help you understand how AI bots are crawling your site and identify technical blockers.
• Scalable Reporting: Dashboards and exports that can serve the needs of both hands-on growth marketers and C-suite executives.

By carefully evaluating your needs against these criteria, you can select an LLM visibility tool that not only provides data but also empowers your team to win in the new era of AI search.

Additional Resources

If you’re interested in AEO tracking tools, you may also want to review these other recent resources:

• I covered the basics of LLM visibility, including AEO metrics and reporting tools in LLM Visibility 101.
• I recently updated my enterprise SEO software recommendations include my favorite new AEO tools.

Get Help With Your AEO Tracking

Navigating the shift from traditional SEO to Answer Engine Optimization requires a new strategy, new tools, and new expertise. At EWR Digital, we specialize in AI SEO/LLM Visibility for enterprise companies. 

We can help you:

• Evaluate and implement the right AEO software for your specific needs and budget.
• Conduct platform migrations and AEO audits to ensure your technical foundation is optimized for AI crawlers.
• Build custom dashboards that tie LLM visibility metrics directly to business outcomes and revenue.
• Train your internal SEO and content teams at scale, equipping them with the skills to succeed in the AEO era.

If your organization manages multiple websites, legacy systems, or complex digital operations, we can help create a unified SEO and AEO infrastructure that scales. The world of search is changing, and having the right partner can make all the difference.