Best LLM Visibility Analysis Software in 2026: 9 Tools Compared

Profound is the enterprise leader in this category, with tracking across up to nine answer engines at Enterprise tier, including ChatGPT, Perplexity, Google AI Mode, Gemini, Claude, Copilot, Grok and DeepSeek. It also connects crawler activity to analytics through integrations with Cloudflare, Akamai, AWS, Fastly, Vercel, Netlify and Google Analytics, which helps large teams link AI visibility to real traffic. A free trial covers a small set of ChatGPT prompts, with paid plans custom priced.

The trade is cost and complexity. Profound is built for formal buying processes, agencies and large brands, not for a solo marketer testing one site. If you need full engine breadth, shopping visibility and enterprise controls such as SSO, Profound is the ceiling in this list. If you need a simple monthly tracker, start cheaper and upgrade later.

Peec AI suits SEO and content teams that want clean, readable analytics without an enterprise contract. It tracks visibility, position and sentiment across selectable models, including ChatGPT, AI Mode, AI Overviews, Copilot and Gemini, with Perplexity and Claude on higher tiers. Starter pricing is listed at $95 per month in current comparisons, with 50 prompts on that tier and larger plans for agencies.

Prompt limits are the main constraint. Fifty prompts is enough to test a core category, but not to track every product, location and competitor at once. Peec AI also offers agency plans with shared credit pools and multiple projects, which suits teams managing several brands. For a mid-market team that wants a polished tracker at a mid-range price, Peec AI is a strong default.

Scrunch AI, also listed as Scrunch, adds a technical layer that many rivals lack: insight into how AI crawlers parse and use your site, not just whether you appear in answers. Core tracking covers ChatGPT, Perplexity, Google AI Overviews and Copilot, with Enterprise adding Claude, Gemini, Meta AI, Google AI Mode and Grok. Core pricing is listed at $250 per month, with a 7-day trial.

The price puts Scrunch above budget tools, and smaller teams may not need crawler analytics yet. For SaaS and B2B teams where technical SEO, bot access and citation quality drive AI visibility, that extra insight is the reason to pay more. If you only need a visibility score, Otterly or Peec AI will be cheaper.

Otterly.AI is the best first test for a small team. Lite starts at $29 per month, or $25 billed annually in some listings, and covers ChatGPT, Google AI Overviews, Perplexity and Copilot, with Claude, Google AI Mode and Gemini as add-ons. Standard at $189 per month adds 100 prompts and API access, while Premium at $489 covers larger programs.

Fifteen prompts on Lite is a real limit, so choose your most important buyer questions first and expand only if the data changes decisions. Otterly also offers a 7-day trial, which is enough to test prompt setup and reporting. For a solo marketer or small business asking whether AI visibility is worth paying for at all, Otterly is the lowest-risk way to find out.

AthenaHQ stands out because it lets you try real tracking before paying. The free tier offers 300 credits with no renewal in current comparisons, covering models such as ChatGPT, Perplexity, AI Overviews, Gemini and Copilot, while Starter at $295 per month adds 3,600 credits and broader coverage. Its action layer also helps turn findings into content fixes, which suits teams that want next steps, not just scores.

The jump from free to Starter is steep, and credits require planning: one credit equals one AI response, so a large prompt set can burn through a plan quickly. API access is also a paid add-on on Starter. For a team that wants to test before buying and then move to a guided workflow, AthenaHQ is a distinctive choice. For a simple low-cost tracker, Otterly remains cheaper.

Goodie monitors how AI models describe a brand, across engines including ChatGPT, Claude, Perplexity, Gemini, Copilot, Grok and Meta AI in current listings. It suits brand and communications teams that care about framing and sentiment, not just whether a brand is mentioned. Reporting focuses on visibility, positioning and how competitors are described alongside you.

Pricing is not published as a simple list price, so smaller teams should expect a demo and a custom quote. That sales-led model suits larger brands with a formal budget, but it makes Goodie harder to compare at a glance than Otterly or Peec AI. If brand narrative in AI answers is your main concern, request a demo with your own brand and competitors included.

Semrush AI Visibility Toolkit is an add-on for existing Semrush subscribers, priced at $99 per month per domain billed annually in current comparisons, with 25 prompts per domain and coverage across ChatGPT, Google AI, Gemini and Perplexity. It suits teams that already use Semrush for keyword, content and technical SEO and want AI visibility in the same dashboard.

The cost stacks. You pay for Semrush plus the toolkit, per domain, so a multi-domain program becomes expensive quickly. Prompt counts are also modest compared with standalone tools. If you already pay for Semrush and want AI tracking without learning a new tool, the toolkit is convenient. If you do not use Semrush, a standalone tool will be cheaper and more focused.

Ahrefs Brand Radar adds AI brand tracking to the Ahrefs suite, covering AI Overviews, AI Mode, ChatGPT, Perplexity, Gemini and Copilot in current listings. It suits SEO teams that already rely on Ahrefs for backlinks, keywords and content, and want to see AI mentions alongside traditional search data. The Lite plan starts at $129 per month, with custom prompts from $50 per month extra.

As with Semrush, the value depends on already using the parent tool. Standalone buyers will find cheaper, more generous prompt allowances elsewhere, and prompt limits on the entry tier are modest. If Ahrefs is already your SEO home, Brand Radar keeps AI visibility in one workflow. If not, compare Peec AI or Otterly first.

Rankscale offers a credit-based model that suits teams with uneven tracking needs. Entry pricing is listed at $20 per month with no credits included in some listings, while Pro at $99 per month includes 1,200 credits, with coverage across ChatGPT, Gemini, Perplexity, Claude, DeepSeek, Mistral, Grok, Copilot and more. It also offers white-label reporting, which appeals to agencies.

The credit system requires care, since costs depend on how many prompts, models and days you run. Rankscale is also newer and smaller than Profound or Semrush, so check support, reporting depth and engine availability for your exact use case. For a flexible, low-entry tracker with broad engine choice, it is a useful alternative to fixed monthly plans.