Best AI Search Analysis Tools in 2026: 8 Tools Compared

Profound is the enterprise standard in this category. It tracks prompts across many answer engines, shows which pages AI crawlers visit and cite, and adds an action layer that can draft pages for prompts where your brand is missing. For large brands and agencies with many clients, that depth and reporting range matter more than a low entry price.

The cost and sales process are the barriers. Brand plans are custom priced, with only agency tiers publishing a starting figure in recent coverage, and a free trial runs for a limited period with a daily prompt limit. Profound suits teams that need enterprise security, reporting and depth, and that can justify a custom contract. Smaller teams should start with Otterly.AI, ZipTie or Peec AI.

Peec AI focuses on numbers a team can act on quickly: visibility, position, sentiment and share of voice for each prompt, across engines such as ChatGPT, Perplexity, Gemini and Google AI Overviews. Unlimited seats on plans means a whole marketing team can use the same dashboard without per-seat pricing, which helps mid-market teams.

Pricing needs checking on the vendor site, since recent coverage shows prices in euros and dollars on different pages, with Starter, Pro and Advanced tiers based on prompt counts. Peec AI suits in-house teams that want a clean dashboard and fast setup, without an enterprise procurement cycle. Agencies should check agency plans and prompt allowances for multi-client work.

Otterly.AI is the budget entry point for AI visibility tracking. Its Lite tier covers a small prompt set across core engines with daily tracking, which is enough for a freelancer or small team to learn whether AI answers mention them at all. The interface is simpler than enterprise tools, and setup is faster.

Scale is the limit. As prompt counts grow, Otterly.AI tiers rise in price, and some engines are paid add-ons. For a small brand tracking a focused prompt set, Otterly.AI is good value. For a large brand tracking hundreds of prompts across many engines, Peec AI or Profound may be cheaper per prompt at scale.

AthenaHQ pairs AI visibility tracking with guidance on what to fix. Instead of only showing a visibility score, it points to content, citation and optimisation steps, which helps teams that know they are invisible but do not know what to change first. Dashboards and reporting suit teams that need to share results with clients or leadership.

Price sits in the mid-market range, with a free tier for very small use and a Starter tier above Otterly.AI entry pricing. Check how credits or prompt allowances work on your plan, since that decides whether the Starter tier covers your real prompt list. AthenaHQ suits teams that want tracking plus next steps in one tool.

Scrunch AI focuses on how AI crawlers experience a brand site, including readability and citation readiness, alongside prompt tracking. Its Core tier publishes a prompt allowance and engine set, which makes pricing clearer than custom-only enterprise tools. A free trial lets teams test the dashboard before committing.

For enterprise brands, Scrunch AI offers agency and enterprise tiers with broader coverage and support. For small teams, the entry price is higher than Otterly.AI, so it suits brands that already know AI visibility matters and want a published, mid-range starting point with a focus on site readiness, not only prompt scores.

Semrush AI Toolkit is the practical pick for teams that already pay for Semrush. Instead of adding a separate AI tool, you get AI visibility tracking alongside keyword research, site audits, backlink data and content tools. That single login can save time and reduce tool sprawl, especially for SEO teams that report on classic search and AI search together.

If you do not already use Semrush, the total cost is harder to justify for AI tracking alone, since you pay for a full suite. Check whether AI Toolkit is included in your Semrush plan or sold as an add-on, and how many prompts it covers. For existing Semrush users, it is often the fastest way to add AI tracking without a new vendor review.

Ahrefs Brand Radar tracks brand mentions across AI platforms and sits inside Ahrefs, a tool many SEO teams already use for backlinks and keyword research. That combination helps teams compare AI mentions with classic search visibility, links and content performance in one place. Coverage across many AI platforms is a stated strength in recent coverage.

Cost is the barrier for small teams. Brand Radar is an add-on, so you pay for a base Ahrefs plan plus the add-on, which quickly exceeds a standalone budget tool. For agencies and brands already on Ahrefs, Brand Radar is a logical add-on. For teams that only need AI tracking, Otterly.AI or ZipTie will be cheaper.

ZipTie is the best starting point for a very small team or freelancer who wants to test AI tracking without paying. The free tier covers a small prompt set, and paid tiers in recent coverage start at a low monthly price. That makes it easy to learn what AI answers say about a brand before committing to a mid-market tool.

Depth is limited compared with Profound, Peec AI or AthenaHQ. Reporting, sentiment detail and engine coverage are thinner, and large prompt lists will outgrow the free and low tiers quickly. Use ZipTie to prove the need for AI tracking, then move to Otterly.AI or Peec AI when prompt counts and reporting needs grow.