Best LLM Rank Trackers in 2026: 10 AI Visibility Tools Compared

AI engines now answer a large share of the questions buyers used to type into Google, and none of them publish a ranking report. An LLM rank tracker fills that gap: it asks the engines your buyers' questions on a schedule and tells you who gets named. This guide compares 10 trackers on what they cover and what they cost, with every price checked on the vendor's own page in October 2026.

What does an LLM rank tracker actually measure?#

An LLM rank tracker measures how often, and how prominently, AI engines mention your brand for a defined set of prompts. It does not measure a stable "position 1" the way classic rank trackers do, because AI answers vary from run to run. For the engines these trackers query, seen from the user's side, see our roundup of the best AI search tools.

Most tools report some mix of these metrics:

• Mention rate: the share of runs in which your brand is named.
• Position or prominence: whether you appear first, in a list, or only in passing.
• Citations: which URLs the engine links as sources, yours or third-party pages like Reddit threads and review sites.
• Share of voice: your mentions compared with competitors across the same prompts. Our guide to AI share of voice explains how to calculate it.
• Sentiment: whether the answer describes you positively, neutrally, or negatively.

If you are new to these numbers, start with which AI visibility metrics actually matter before you compare dashboards.

How did we compare these tools?#

We compared each tool on four things a buyer can verify without a sales call: engines covered on the entry plan, prompt or credit limits, starting price, and whether a free plan or trial exists. All prices come from each vendor's public pricing page as of October 2026, linked below. Where a vendor does not show a price, we say so instead of estimating.

We did not run a head-to-head accuracy test, and we have not seen a public, independent one. Accuracy depends heavily on how often each prompt is re-run and in which location, so ask every vendor about run frequency and sampling during your trial.

Comparison table: the 10 best LLM rank trackers#

Which LLM rank tracker is best for each use case?#

There is no single best tool. The right pick depends on your budget, the engines your buyers use, and whether you already pay for an SEO suite. Here is each tool in detail.

1. Otterly.AI: best for small teams on a budget

Otterly.AI is the most affordable way to get daily tracking on the four engines most buyers check first. Its pricing page lists Lite at $29 per month for 15 prompts, Standard at $189 for 100 prompts, and Premium at $489 for 400 prompts, with 15% off annual billing.

• Engines: ChatGPT, Google AI Overviews, Perplexity, and Microsoft Copilot are included. Google AI Mode, Gemini, and Claude are paid add-ons (on Lite, $9, $9, and $29 per month respectively).
• Strengths: unlimited team members on every plan, citation source tracking, and API and MCP access from Standard up.
• Watch for: add-ons stack up. If you need Claude and Gemini, price the full bundle, not the base plan.

2. Rankscale: best for the lowest entry price

Rankscale has the lowest headline price we found. Its pricing page lists Essentials at $20 per month ($17 billed yearly), then Pro at $99 per month with 1,200 credits, Pro+ at $229, Growth at $385, and Enterprise at $780.

• Engines: Pro and above list ChatGPT, Perplexity, Google AI Mode, AI Overviews, Gemini, DeepSeek, Mistral, Claude, and Microsoft Copilot. The page does not list engines for Essentials, so confirm before buying it.
• Strengths: a 7-day free trial on Pro, page audits, and REST API access from Pro+.
• Watch for: pricing is credit-based, so work out how many credits your prompt list consumes per month.

3. Peec AI: best for teams that want to pick their models

Peec AI is a popular choice with marketing teams and agencies, and its pricing page describes coverage of ChatGPT, Perplexity, and Gemini with Starter, Pro, Advanced, and Enterprise tiers. When we checked in October 2026, the page did not display dollar amounts in its public HTML.

A third-party tracker, PricingSaaS, captured Peec's plans on October 19, 2026 at $95, $245, and $495 per month billed monthly ($80, $205, and $420 billed annually), with extra models sold as add-ons. Treat those as a reference and confirm inside Peec's signup flow.

• Watch for: each self-serve plan tracks a limited number of models, so adding a fourth engine raises the price.

4. Scrunch: best for broad coverage on every plan

Scrunch includes seven engines on every plan, so you do not pay extra per engine. Its pricing page lists Starter at $250 per month billed annually or $300 month to month, with 350 custom prompts, and Growth at $417 annually or $500 monthly, with 700 custom prompts.

• Engines: ChatGPT, Claude, Gemini, Perplexity, Google AI Mode, AI Overviews, and Meta.
• Strengths: a 7-day free trial with no credit card on Starter, personas, and page audits.
• Watch for: the entry price is higher than Otterly.AI or Rankscale, so it makes sense when you need the full engine set.

5. AthenaHQ: best for the widest engine list

AthenaHQ lists more engines on a self-serve plan than any other tool here. Its pricing page shows a free Essential tier with 300 credits across five engines, and Starter at $295 per month with 3,600 credits across 11 engines: ChatGPT, Perplexity, Google AI Overviews, Google AI Mode, Gemini, Claude, Copilot, Grok, DeepSeek, Meta AI, and Mistral.

• Strengths: the free tier lets you test before paying; Grok and Meta AI coverage is rare. If those engines matter to you, see our guides on how to rank in Grok and how to rank in Meta AI.
• Watch for: API access and extra credits are billed separately, and annual pricing is shown only as "17% off" without a dollar figure.

6. Profound: best for enterprise programs

Profound is built for large brands that want deep coverage, data exports, and a dedicated specialist. Its pricing page shows a free trial with 50 prompts run daily for 7 days on ChatGPT, Gemini, and Google AI Overviews, and an Enterprise plan with custom pricing covering up to nine engines, including Perplexity, AI Mode, Copilot, DeepSeek, Claude, and Exa Search.

• Strengths: all-time history, CSV and JSON exports, API, SSO, and ChatGPT Shopping tracking on Enterprise.
• Watch for: paid pricing is quote-based. Budget a sales cycle.

7. Ahrefs Brand Radar: best if you already use Ahrefs

Brand Radar adds AI visibility to the Ahrefs data you already use for backlinks and keywords. The Ahrefs pricing page lists Brand Radar AI "from $199/mo" as an add-on, next to core plans that start at $129 per month (Lite). The Brand Radar page lists AI Overviews, AI Mode, ChatGPT, Perplexity, Gemini, and Copilot.

• Strengths: pairs AI mentions with Ahrefs' web and backlink data in one account.
• Watch for: you pay for the core plan plus the add-on, and custom prompt packages are priced separately.

8. Semrush AI Visibility Toolkit: best if you already use Semrush

Semrush's AI Visibility Toolkit is a low-cost add-on for existing Semrush users. Its knowledge base page lists the toolkit at $99 per month with no free trial, including one project, 25 tracked prompts, and AI search checks in Site Audit. It names ChatGPT and Google AI Mode as the platforms analyzed.

Semrush also bundles AI tracking into its broader SEO + AI Search plans, which list ChatGPT, Perplexity, and Gemini and start at $199 per month billed monthly for Starter, with 50 prompts tracked daily.

• Watch for: 25 prompts is a small sample. It is enough to spot-check, not to run a full program.

9. Chatbeat by Brand24: best for Brand24 users

Chatbeat is the AI visibility product from Brand24 Global Inc., the company behind Brand24. Brand24's AI Visibility page says Chatbeat tracks ChatGPT, Claude, Gemini, Perplexity, AI Overviews, Google AI Mode, DeepSeek, Grok, and Copilot. The Chatbeat pricing page lists Essential at $99 per month with 30 prompts.

• Watch for: when we checked, the pricing page showed two versions of the higher tiers and two trial lengths (10 and 14 days). Confirm the current figures at signup. For more on the parent product, see our Brand24 pricing breakdown.

10. Sleeng: best for connecting AI visibility to Reddit

Sleeng is built for brands that want to know not just whether AI engines mention them, but which Reddit threads those engines cite and how to earn a place in them. It generates buyer-intent questions from your URL, runs them on ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews, and AI Mode, logs mentions and citations, and shows your AI share of voice against competitors.

Where it differs from the tools above is the next step. Sleeng finds the Reddit threads AI engines cite for your questions, drafts comments that you review and approve, and a Chrome extension posts approved comments from your own Reddit account. Sleeng never sees your Reddit password. It also includes a brand monitor.

• Pricing: 14-day free trial; see /pricing for plans.
• Watch for: if you only need a dashboard and have no plans to participate on Reddit, a pure tracker may be simpler. If you do, read how Reddit shapes AI answers first.

How do you choose the right LLM rank tracker?#

Choose by working backward from the engines your buyers use and the number of prompts you need, then compare cost per prompt per engine. Follow these steps:

1. List your engines. If your buyers are developers, Claude and Perplexity may matter more than Copilot. If they search Google first, AI Overviews and AI Mode come first.
2. Write 25 to 50 prompts. Mix category questions ("best CRM for startups"), comparisons ("HubSpot vs Pipedrive"), alternatives, and problem questions.
3. Calculate real cost. Divide the monthly price by (prompts × engines). A $29 plan with 15 prompts on four engines costs about $0.48 per prompt-engine pair. A $300 plan with 350 prompts on seven engines costs about $0.12.
4. Check run frequency. Daily runs smooth out answer variance. Weekly runs can miss swings.
5. Check citations, not just mentions. You need to know which pages the engines trust so you can improve them or earn a place on them.
6. Trial two tools on the same prompts. If two tools disagree sharply on your mention rate, ask each vendor how they sample.

Once you have data, the work is improving it. Our answer engine optimization guide covers what moves AI visibility, and our AI competitor analysis guide shows how to turn competitor mentions into a content plan.

What do LLM rank trackers miss?#

Most trackers stop at the scoreboard. They tell you that a competitor appears in 60% of answers and you appear in 20%, and they show which sources were cited. They usually do not help you change those sources.

That matters because AI engines often cite third-party pages, including community discussions, rather than vendor sites. Three gaps to plan for:

• Location and personalization. Answers can differ by country, language, and logged-in state. Ask where prompts are run from.
• Prompt bias. You choose the prompts, so a tracker can only confirm what you thought to ask. Refresh your list quarterly with real customer questions.
• Action. A tracker is a measurement tool. Budget time for the content, PR, and community work that actually changes answers.

Start tracking your AI visibility#

If you want to see how ChatGPT, Claude, Perplexity, Gemini, and Google's AI features describe your brand today, and which Reddit threads shape those answers, try Sleeng. The 14-day free trial generates your buyer-intent questions from your URL and shows your share of voice against competitors.

Sources#

• Otterly.AI pricing
• Rankscale pricing
• Peec AI pricing
• PricingSaaS: Peec AI pricing history
• Scrunch pricing
• AthenaHQ pricing
• Profound pricing
• Ahrefs pricing
• Ahrefs Brand Radar
• Semrush AI Toolkit knowledge base
• Semrush pricing
• Brand24 AI Visibility
• Chatbeat pricing