Best Tools for Tracking LLM Brand Visibility in 2026: 8 Tools Compared

Peec AI is a good default for a marketing team that needs regular, readable reporting. You set a prompt list, it runs daily, and you see mentions, sentiment, and competitor share in one dashboard. Unlimited seats make it easy to share that view with clients or colleagues without extra seat fees. The limit is engine selection. Entry plans let you pick a set of models rather than every model at once, so confirm that your key engines are included. If you track 50 to 350 prompts and need agency-friendly reporting, Peec AI balances price, clarity, and depth well.

Otterly.AI is the lowest-cost way to start tracking LLM brand visibility properly. The Lite plan checks a short prompt list daily across ChatGPT, Google AI Overviews, Perplexity, and Copilot, which is enough to learn where your brand appears and where competitors win. Setup is simple, and reports are easy to read for non-technical teams. The trade-off is scale. Fifteen prompts will not cover a full catalog, and Claude, Gemini, and Google AI Mode may cost extra. Use Otterly.AI to prove the value of tracking, then upgrade when your prompt list and engine needs grow. For a first quarter of tracking, it is good value.

Profound suits brands that need to defend AI visibility in board and budget discussions. It tracks mentions and citations, compares share of voice with competitors, and shows which sources AI answers rely on. That source evidence helps content and PR teams decide where to invest, rather than guessing from a single score. The catch is that Starter covers fewer engines than Growth and Enterprise, so the $99 entry price does not buy the full multi-engine view. Confirm engine coverage and prompt limits on a trial before you compare Profound with cheaper trackers. Choose it when reporting depth matters more than the lowest price.

Semrush works best when LLM tracking is part of a wider SEO job. Its AI Visibility Toolkit covers ChatGPT, Gemini, Perplexity, Google AI Overviews, and other surfaces, and it connects results to keyword, content, and backlink tools. That connection helps you turn a weak AI mention into a concrete content or link task. The downside is cost for single-purpose use. At $99 per month for the toolkit, Semrush is not a cheap standalone tracker, and teams that do not use its SEO suite may get better value elsewhere. Pick Semrush when you already live in its SEO tools and want AI visibility in the same account.

Ahrefs Brand Radar is the natural add-on for teams already using Ahrefs. It tracks brand mentions across AI answers and links them to web sources, which helps you understand why an AI answer favors a competitor. If your team already checks Ahrefs for links and content gaps, adding brand tracking there avoids another login and another export routine. The limit is total cost. The $129 per month starting price is for Ahrefs itself, and Brand Radar pricing needs checking on top of that, so the combined cost can exceed a dedicated tracker. Choose Ahrefs when link and content context matters as much as the mention count itself.

Scrunch AI stands out when accuracy matters as much as presence. It tracks ChatGPT, Claude, Gemini, Perplexity, Google AI Mode, and AI Overviews, and it separates custom prompts from industry prompts. That helps brand teams spot when AI describes a product wrongly, omits a key feature, or frames a competitor more favorably. The price limits its audience. At $300 per month, Scrunch AI is aimed at larger and content-led teams, not solo marketers. If your main risk is misleading AI descriptions, the framing analysis may justify the cost. If you only need mention counts, a cheaper tracker will cover the basics.

PromptWatch appeals to agencies and advanced SEO teams because it works at prompt level. It covers ChatGPT, Claude, Gemini, and Perplexity, and it stores responses so you can see exactly what an AI answer said on a given date. That detail helps when a client asks why a mention changed, because you can show the answer, not just a score. The catch is that response limits and plan tiers need careful reading, especially for high-volume prompt lists. Beginners may find simpler dashboards easier, while advanced teams will value the depth. Choose PromptWatch when prompt-level evidence and agency reporting matter most.

Brand24 is different because it is a listening tool first, with AI mention tracking added to social, news, and web monitoring. That breadth helps PR teams that need one place for brand mentions, sentiment spikes, and crisis alerts, rather than a separate tool for every channel. Real-time alerts are useful when a story or review suddenly spreads. The trade-off is focus and price. At $199 per month, Brand24 costs more than dedicated AI trackers, and its AI depth may not match a specialist tool. Choose Brand24 when you need social listening and AI tracking together. Choose a dedicated tracker when LLM visibility is your only job.