Best LLM SEO Tracking Software in 2026: 7 Tools Compared

Otterly is the simplest starting point on this list. You build a library of prompts written the way prospects actually ask questions, for example asking for the best project management tool for remote teams, and Otterly runs them across the major AI search engines. It then shows which brands get cited, how often, and in what context. That prompt-first approach matters because AI answers vary by question wording, and a single brand search tells you very little.

The dashboard also covers crawlability checks, content audits and content briefs, which help explain why AI engines skip your pages. The $29 entry plan suits a single brand with a modest prompt list, and teams tracking many products or markets will need to move up. There is a free trial but no free tier, so check engine coverage before paying.

Peec AI is built for teams whose deliverable is the visibility report itself. Its Starter plan covers 50 prompts across three chosen models and one project, with Pro at $245 per month for 150 prompts and Advanced at $495 per month for 350 prompts. Every tier includes unlimited users, which is genuinely useful for agencies that want clients to see their own data without per-seat fees eating the budget.

The platform tracks visibility, position and sentiment across ChatGPT, Google AI Mode, Google AI Overviews, Microsoft Copilot, Perplexity and Gemini, with more models on Enterprise. An Actions module turns findings into a prioritized list of content and channel opportunities, and an MCP server lets AI assistants query your visibility data. The honest limit is scope. Peec reports what AI says about you and what to work on, but it does not write or publish the fix. If you wanted one tool to do the whole job, you will need a second one.

Profound sits at the enterprise end of this market. Its platform tracks brand visibility across ChatGPT, Perplexity, Claude, Gemini, Google AI Overviews and AI Mode, then goes further with agents that identify work worth doing, draft it and ask for approval. It can rewrite pages with citation decay, build pages for questions you have no answer for, and open up content that AI crawlers cannot currently read. For a large brand, that closed loop between measurement and action is the point.

There is also SKU-level tracking for ChatGPT Shopping, sentiment measurement in answer engines, and verification of claims AI makes about your brand, which matters when an answer engine describes your product wrongly. The drawback is access. Profound withdrew its self-serve Starter and Growth plans in September 2026, so smaller teams can no longer sign up at a published price. Expect an enterprise sales process.

Scrunch describes itself as an AI customer experience platform covering AI search visibility and optimization. That framing suits teams that want one vendor for both measurement and improvement, rather than a tracker plus a separate content workflow. The platform is aimed at brands that treat AI answers as a customer touchpoint, not only an SEO metric.

The main weakness for buyers is transparency. Its homepage does not publish a starting price or a free plan, so you cannot place it in a budget without talking to the vendor first. Ask for the prompt allowance, engine list and reporting limits in writing before signing, since those three details decide the real cost more than the headline figure.

Rankscale is the value pick for teams that want broad engine coverage without a large monthly bill. Its Essentials plan starts at $20 per month, with Pro at $99 per month and a Growth plan aimed at agencies. Every plan covers more than 17 AI engines, including ChatGPT, Perplexity, Claude, Gemini, Google AI Overviews, Google AI Mode, DeepSeek, Grok and Copilot, plus citation analysis, sentiment tracking, competitor comparison and page audits that score AI readiness across more than 200 factors.

The catch is the credit model. Each query draws from a shared credit pool, and some engines cost more per query than others, so a growing prompt set or a faster check cadence burns credits faster. The entry plan fits a light setup, and heavier tracking needs Pro or above. Rankscale is also measurement and diagnostics only. It tells you where visibility is missing and which pages to fix, but the writing and publishing still happen elsewhere.

ZipTie prices by what you track, not by who uses it. One prompt checked once on one engine works out at about a cent, and the vendor gives examples such as 100 prompts a week on all seven engines at $26.17 per month. Seats, projects and competitors are unlimited, which makes it a natural fit for agencies with a client roster or in-house teams with a portfolio of brands. Every project draws on one shared pool of daily, weekly and monthly prompts, so you size one plan for the whole roster rather than one per client.

The measurement itself is careful. ZipTie captures the answer each engine actually returned, measures citations, mentions and sentiment on every engine, and rolls them into one AI Success Score trend. The weakness is predictability. Because the bill follows prompts, engines and cadence, a team that keeps adding tracked questions will see the total move. Set a prompt budget per client before you start, or the flexibility becomes a cost leak.

SE Ranking is the only tool here that is a full SEO platform first and an AI visibility tool second. Its Core plan starts at $103.20 per month, with an AI Search add-on from $71.20 per month, and its SE Visible product tracks brand visibility across five major AI engines, including ChatGPT, Gemini, AI Overviews and AI Mode, with competitor benchmarks and analysis of the prompts and sources behind answers. If your team already tracks rankings, backlinks and keywords, adding AI visibility to the same subscription keeps reporting in one place.

That breadth is also the drawback. A buyer who only wants LLM tracking will pay more here than at Otterly or Rankscale, and the add-on structure means the true AI visibility cost is Core plus AI Search, not Core alone. The 14-day trial is the longest in this list. Choose SE Ranking when you want one platform for both worlds. Choose a pure tracker when AI answers are the only gap you need to close.