12 Best LLM SEO Tracking Software in 2026, Compared

Peec AI is the most balanced dedicated tracker in this list. Starter tracks 50 prompts daily across three models you choose from ChatGPT, AI Mode, AI Overviews, Copilot, Gemini and Naver AI, and reports visibility, position, sentiment and share of voice against unlimited competitors. Unlimited seats mean the whole team can log in without a per-user bill, and SKU-level shopping tracking is included from the entry plan.

The limits are engine choice and action. Three models per plan means Perplexity and Claude cost extra, and Peec measures and flags gaps without fixing them — content changes happen in another tool. For a marketing team that wants clean daily numbers and a dashboard clients can read, it is the strongest starting point here.

Otterly.AI is the cheapest way to start tracking LLM visibility seriously. Lite costs $29 a month and tracks 15 prompts daily across ChatGPT, Google AI Overviews, Perplexity and Microsoft Copilot, with unlimited team members, brand reports and a GEO audit that checks whether your pages can be crawled and cited at all.

Fifteen prompts cover one brand's core questions and little else, and the price ladder is steep: Standard jumps to $189 a month for 100 prompts, and Gemini, AI Mode and Claude are add-ons at every tier. Buy Lite to prove the channel matters, then budget for Standard before the prompt list grows.

SE Ranking is the value suite in this list. Core costs $129 a month ($103.20 billed annually) and bundles 25 AI prompts a day across five engines with 2,000 keywords tracked daily, a site audit, keyword and backlink research and local marketing. If you already need a rank tracker, the LLM layer costs nothing extra at this tier.

Twenty-five prompts a day is a pulse check, not a program: a real prompt set needs the AI Search add-on from $71 a month, and white-label reports need the $69 Agency Pack. Buy SE Ranking when you want one subscription for classic and AI search; buy a dedicated tracker when LLM data is the whole job.

Promptwatch pairs the widest engine coverage at this price with agents that act on the data. Essential costs $95 a month and tracks 50 prompts daily across 11 platforms — ChatGPT, Claude, Gemini, Perplexity, AI Overviews, AI Mode, Copilot, Grok, DeepSeek, Meta AI and more — with API and MCP access included and no per-engine upsell.

The ceiling is projects, not prompts: Essential covers one project, so agencies and multi-brand teams need Professional at $245 a month. Content agents draft AEO articles from the citation gaps the tracker finds, which is the feature that separates Promptwatch from the monitoring-only tools above it.

Semrush sells AI visibility two ways. The standalone AI Visibility Toolkit costs $99 a month per domain with annual billing and tracks 25 prompts daily across ChatGPT, Gemini, Perplexity and Google AI Overviews and AI Mode, with an AI Visibility Score, mention counts and cited pages. The bundled route is Semrush One Starter at $199 a month, which raises the prompt count to 50 a day and adds 500 tracked keywords and the full SEO platform.

The per-domain price is the catch: three brands cost three subscriptions, and white-label PDFs are a $20-a-month add-on. The G2 rating covers the whole Semrush suite rather than this toolkit alone. Buy it standalone for one domain, or bundled when the team already lives in Semrush.

Profound is the best-known name in this category, and its pricing changed in September 2026: the $99 Starter and $399 Growth plans were removed from the pricing page, which now shows only a free 7-day trial and a custom Enterprise plan. The trial runs 50 prompts daily for 7 days across ChatGPT, Gemini and Google AI Overviews; Enterprise tracks up to nine answer engines with tailored prompt plans.

What the price buys is depth: agent analytics on AI crawler traffic, prompt-volume data showing what people actually ask, and AI Marketer agents that draft and publish content from the visibility data. It is the right pick for an enterprise team with a sales-led budget, and the wrong pick for anyone who needs a published price before a demo.

Scrunch is a full-stack platform rather than a pure tracker. Core costs $250 a month and covers 125 unique prompts, 5,000 responses a month, five site audits and five user seats across ChatGPT, Perplexity, Google AI Overviews and Copilot. Beyond monitoring it adds sentiment analysis, citation share of voice and AI agent traffic analytics, and on Enterprise an Agent Experience Platform that serves AI-optimised page versions to AI bots.

Two honest limits. Prompts are checked every three days after the first two weeks, so this is not a daily tracker, and the entry plan covers only four engines. Older guides quote a $300 Starter with 350 prompts; the live pricing page lists Core at $250, and that is the number we verified.

AthenaHQ is the lowest-risk way to start: the free Essential plan covers ChatGPT, Perplexity, Google AI Overviews, Gemini and Copilot with 300 credits and unlimited members, no card required. Starter costs $295 a month for 3,600 credits across 11 models, adding AI Mode, Claude, Grok, DeepSeek and Meta AI, plus GA4 and Search Console integrations.

The credit model is the trade-off. One credit is one AI response, so a prompt list does not convert neatly into a monthly cost, and the pricing page publishes no refresh rate. The 4.9/5 G2 rating is the highest here but rests on only 39 reviews. Start free, measure credit burn for two weeks, then decide.

Nightwatch is a rank tracker first and an LLM tracker second, and that order is its appeal. Starter costs €99 a month (€79 billed annually) and pairs 500 keywords tracked daily with 50 AI prompts and 1,500 AI answers a month across six surfaces: AI Overviews, AI Mode, ChatGPT, Claude, Gemini and Perplexity. Its Citation Intelligence feature links each ranking change to the AI citations behind it.

Fifty prompts go quickly across several clients, and Professional at €199 a month lifts the count to 150. Unlimited seats come with every plan and white-label reports start on Professional, so the reporting an agency needs is included rather than sold as an add-on. Pick Nightwatch when ranking and citation data must sit in one report.

ProRankTracker runs organic and AI tracking from one term pool. Starter costs $99 a month ($89 billed annually) for 1,000 terms, and each AI prompt costs two terms, so the plan covers about 500 AI prompts if used for AI alone. Six AI platforms are included — AI Overviews, AI Mode, ChatGPT, Gemini, Copilot and Perplexity — with daily Top-100 rank updates and local and mobile tracking.

The term math needs attention: one term is a keyword plus a URL plus an engine plus a location and device, so tracking one keyword in five cities costs five terms. White-label reports and the MyRanks client app start on Pro at $149 a month. Count locations before counting keywords, or the bill will surprise you.

Ahrefs Brand Radar works differently from the trackers above it: instead of starting from your prompt list, it starts from an index of more than 400 million real prompts and shows where any brand appears in AI answers. The AI Visibility Index costs $199 a month for one AI platform, or $699 for all platforms with 2,500 custom checks a month.

For tracking your own questions, Custom Prompts packs start at $50 a month for 2,500 checks, and Ahrefs Lite at $129 a month includes a small allowance. One check is one prompt on one platform in one location, and Claude costs eight checks, so costs climb with engines and locations. Buy Brand Radar for market-wide research, not as the cheapest way to track fifty prompts.

AccuLLM is AccuRanker's LLM module, sold beside its rank tracker rather than inside it. LLM Lite costs $229 a month for 100 prompts and one brand tracked daily across ChatGPT, Perplexity, Google AI Overviews and AI Mode, with average rank, mentions, domain citations, sentiment and competitor data, plus unlimited seats and all-time history.

The stacked price is the catch: the rank tracker starts at $249 a month for 2,000 keywords, so both together run about $478 a month billed monthly. There is also no G2 rating specific to AccuLLM, so the review signal belongs to the suite. Choose it when LLM and organic data must share one AccuRanker reporting system.