Your brand might rank first on Google and still be invisible inside ChatGPT, Perplexity, or Claude. These platforms generate their own answers, pulling from different sources, weighting different signals, and recommending different brands. A business that appears in Gemini's responses 60% of the time may show up in Perplexity's answers just 10% of the time — and have no idea.
Otterly.ai's research found that 15% of all website traffic now originates from AI agents and bots, with ChatGPT alone driving 56% of AI search referrals. Google AI Overviews appear in nearly half of all monthly searches according to research by Botify. The brands that track their presence across these platforms will be the ones that capture this traffic. Everyone else is flying blind.
This guide compares five tools built to solve this problem — tracking your brand's visibility not on one AI platform, but across the full LLM ecosystem.
Key Takeaways
- Different AI platforms recommend different brands for the same query — tracking a single LLM gives you an incomplete picture of your AI visibility.
- SwingIntel tests your brand across 9 AI platforms with 108 prompts in a single audit ($449), producing a cross-platform baseline with competitive benchmarking and a strategic action plan.
- Peec AI offers daily monitoring across 8+ AI engines starting at €89/month, with competitive intelligence and sentiment tracking built in.
- Otterly.ai provides the most accessible entry point at $29/month with a simple Brand Visibility Index for ongoing tracking.
- The most effective approach is audit first (establish your cross-LLM baseline), then monitor (track changes over time) — subscribing to daily monitoring before knowing your starting position is premature.
Why Tracking Across Multiple LLMs Matters
Each AI platform uses a different combination of training data, retrieval architecture, and ranking signals. This means your brand's visibility varies significantly from one LLM to another. A business with strong Wikipedia presence and structured data may perform well on ChatGPT and Gemini but poorly on Perplexity, which relies more heavily on live web retrieval. A company with extensive, well-structured content may dominate Perplexity but be underrepresented in Claude's responses.
The practical consequence is that single-platform tracking creates blind spots. If you only monitor ChatGPT, you miss that Perplexity — which accounts for 8% of AI search referral traffic — may be sending your competitors' links instead of yours. If you only check Google AI Overviews, you miss that Claude and DeepSeek never mention your brand at all.
Cross-LLM tracking reveals these gaps and lets you prioritise fixes. Often, the signal that improves visibility on one platform — better structured data, clearer entity markup, more authoritative content — carries over to others. But you cannot fix what you cannot measure. For a deeper look at the signals each platform evaluates, see our breakdown of the best AI visibility platforms for business.
1. SwingIntel — 9-Platform Audit With Full Citation Testing
SwingIntel takes an audit-first approach to cross-LLM tracking. Rather than monitoring a rolling set of prompts over time, it delivers a comprehensive AI Readiness Audit that tests your brand across all nine major AI platforms simultaneously: ChatGPT, Perplexity, Gemini, Claude, Google AI, Grok, DeepSeek, Microsoft Copilot, and Meta AI.
The audit runs 108 prompts across 12 intent categories — informational, commercial, comparison, recommendation, and more — then analyses every response for mentions, citations, sentiment, and competitive positioning. On top of citation testing, SwingIntel runs LLM Mentions analysis (how often AI platforms reference your brand), Google AI Overview testing (whether you appear in AI-generated search summaries), neural search discoverability via Exa, and AI agent search visibility via Tavily.
The output is not a dashboard you check weekly. It is a strategic document with an AI Readiness Score, automatic competitive benchmarking against the rivals AI platforms associate with your brand, and ready-to-implement recommendations. For businesses that need a cross-platform baseline before committing to ongoing monitoring, this audit-first model eliminates guesswork.
Best for: Establishing a comprehensive cross-LLM baseline before choosing a monitoring tool. One-time investment, no subscription.
Pricing: $449 base + $69 per additional target market.
LLM coverage: 9 platforms (the widest single-audit coverage available).
2. Peec AI — Daily Multi-Engine Monitoring
Peec AI is built for teams that need ongoing daily tracking rather than a one-time audit. Founded in 2025 and backed by a €21M Series A, the platform monitors brand visibility and sentiment across 8+ AI search engines with automated daily checks.
Where Peec stands out is competitive intelligence. It tracks not just whether your brand appears, but how your share of voice compares to competitors across each AI platform. The dashboard shows visibility trends over time, sentiment shifts, and platform-by-platform breakdowns that help you identify which LLMs you are winning and which ones you are losing.
Peec also includes GDPR compliance built in, which matters for European businesses subject to data processing regulations. The reporting interface is designed for marketing teams rather than technical SEO specialists, making it easier to share cross-LLM visibility data with stakeholders who do not live in analytics dashboards.
Best for: Marketing teams needing daily competitive intelligence across AI platforms.
Pricing: Starting at €89/month.
LLM coverage: 8+ platforms.
3. Otterly.ai — Simple Ongoing AI Search Monitoring
Otterly.ai offers the most accessible entry point for cross-LLM tracking. Its core metric — the Brand Visibility Index — condenses your cross-platform presence into a single number that marketing teams can track over time without needing to interpret complex dashboards.
The platform lets you define a set of prompts relevant to your business, then runs them across multiple AI platforms on a schedule. You see which platforms mention you, which do not, and how your visibility changes month over month. For teams that want a simple answer to "are we getting more or less visible in AI search?" Otterly delivers that answer clearly.
The $29/month starting price makes it practical for smaller businesses and agencies managing multiple clients. Higher tiers add competitor tracking, more prompts, and additional platforms. If you want to understand what AI search monitoring involves before choosing a tool, our guide on how to monitor AI search visibility walks through the methodology.
Best for: Small to mid-size businesses wanting straightforward AI visibility tracking without complexity.
Pricing: Starting at $29/month.
LLM coverage: Multiple AI platforms including ChatGPT, Gemini, and Perplexity.
4. Semrush AI Visibility Toolkit — Integrated With Your SEO Workflow
Semrush's AI Visibility Toolkit brings LLM tracking into the same platform where many teams already manage keyword rankings, site audits, and competitive analysis. At $99/month, it adds AI search monitoring to an existing Semrush workflow without requiring a separate tool.
The toolkit tracks how your brand appears in ChatGPT and other AI platforms alongside traditional search metrics. This integration matters because the signals that drive AI visibility — content authority, structured data, entity clarity — overlap significantly with the signals that drive organic search rankings. Having both datasets in one place makes it easier to spot correlations and prioritise fixes that improve both channels.
For enterprise teams, Semrush also offers Enterprise AIO with large-scale prompt tracking across all major LLMs, multi-brand reporting, and regional segmentation. The enterprise tier suits organisations managing multiple brands or business units across different markets. Our comparison of the best AI visibility tools covers how Semrush stacks up against purpose-built AI tools in more detail.
Best for: Teams already using Semrush who want AI visibility tracking in their existing workflow.
Pricing: $99/month (AI Visibility Toolkit); custom pricing for Enterprise AIO.
LLM coverage: ChatGPT plus additional AI platforms; widest coverage on enterprise tier.
5. Profound — Enterprise Share-of-Voice Analytics
Profound serves enterprise brands that need deep analytics on their share of voice across AI platforms. With access to over 400 million prompt insights, Profound offers the largest dataset for understanding how AI platforms discuss your brand relative to competitors at scale.
The platform excels at share-of-voice analysis — quantifying not just whether you are mentioned, but how prominently and in what context compared to every competitor in your category. For brands in competitive verticals like financial services, healthcare, or technology, this granularity matters. Profound also holds SOC 2 and HIPAA compliance certifications, making it viable for regulated industries.
The trade-off is accessibility. Enterprise pricing puts Profound out of reach for smaller businesses, and the depth of analytics can be overkill for companies that simply need to know "does ChatGPT recommend us?" For those teams, a simpler tool or a one-time audit delivers more value per pound spent.
Best for: Enterprise brands in competitive or regulated industries needing deep share-of-voice data.
Pricing: From $499/month (Lite); custom enterprise pricing.
LLM coverage: Major AI platforms with 400M+ prompt dataset.
How to Choose the Right Tool
The right tool depends on where you are in your AI visibility journey:
You have never measured AI visibility before. Start with an audit. You need a baseline across all platforms before you know what to monitor. A tool like SwingIntel gives you the complete cross-LLM picture in one report, with competitive benchmarking and a prioritised action plan. Once you know your starting position, you can choose a monitoring tool to track progress.
You know your baseline and need ongoing tracking. Choose a monitoring tool that covers the platforms where you discovered gaps. Otterly.ai offers the simplest entry point. Peec AI adds daily competitive intelligence. Semrush integrates with your existing SEO workflow.
You are an enterprise brand managing multiple markets. Profound's depth and compliance certifications make it the natural choice for organisations where share-of-voice data feeds into quarterly business reviews and board-level reporting.
The most effective approach combines both: audit first to understand the full landscape, then monitor to track whether your optimisation efforts are moving the needle. Subscribing to daily monitoring before establishing a baseline is like checking a stock price hourly without knowing what you paid for it.
Frequently Asked Questions
Do I need to track every AI platform?
You need to track the platforms your customers use. ChatGPT processes over a billion web searches per week and drives the majority of AI search referral traffic, making it essential. Google AI Overviews affect nearly half of all searches. Beyond those two, Perplexity, Gemini, and Claude each serve distinct user bases. Start with the major platforms and expand based on where your audience searches.
How often should I check my cross-LLM visibility?
Monthly is the minimum viable cadence. If you are actively optimising your content and structured data, bi-weekly tracking shows faster feedback. Weekly monitoring makes sense for competitive categories or businesses running active AI visibility campaigns. Our ChatGPT tracking playbook covers cadence planning in detail.
Can traditional SEO tools track AI visibility?
Most cannot. Traditional rank trackers monitor Google positions, not AI-generated answers. The exception is Semrush, which has added AI visibility tracking to its existing platform. For everything else — citation testing, sentiment analysis, cross-LLM comparison — you need purpose-built AI visibility tools.
What is the difference between an audit and monitoring?
An audit gives you a deep, point-in-time snapshot of your AI visibility across all platforms. Monitoring tracks changes over time with lighter-weight checks on a set schedule. Audits answer "where do we stand?" Monitoring answers "are we improving?" Most businesses benefit from both — an audit to establish the baseline, then monitoring to track progress. Learn more about the broader landscape in our guide to tracking brand mentions across AI.
If you want to see where your brand stands across AI search right now, run a free AI visibility scan — it takes 30 seconds and shows you what AI engines actually see when they evaluate your business.
