Alvaro Peña de Luna 
An LLM rank tracker tells you whether ChatGPT, Gemini, Perplexity and Google’s AI features name your brand for the prompts your buyers use, how prominently, and next to whom. It is the rank tracker of AI search, with one difference that changes everything: there is no list to read a position from, and the same prompt gives a slightly different answer each time.
That difference is why these tools price and report so differently. This comparison looks at the trackers worth a look, how each one counts what you pay for, and what they cost on their own pricing pages on 18 October 2026, with Peec AI rechecked on 11 November 2026. We build one of them, Mencoro, and describe the others as fairly as we can.
How LLM rank tracking works
A good LLM rank tracker does four things that a one-off check cannot:
- Repeats each prompt on a cadence, daily or weekly, so a mention rate across runs replaces a single screenshot.
- Separates engines and countries, because ChatGPT in the United States and AI Overviews in the United Kingdom are different answers.
- Reads the answer, not just the name: order, mention type, sentiment and the URLs the answer cites.
- Tracks competitors on the same prompts, which turns a mention rate into share of voice.
If a tool reports a single “ranking” without saying how many runs it is based on, treat it as noise. Our ChatGPT rank trackers guide goes deeper on the method for that one engine.
LLM rank trackers compared
| Tool | What you pay for | Entry price (list, Oct 2026) | AI engines | Google rankings too |
|---|---|---|---|---|
| Mencoro | Checks (query × engine × country × run) | €15/mo for 200 checks | ChatGPT, Perplexity, Claude, AI Overview, AI Mode | Yes, SERP and Shopping |
| LLMrefs | Keywords turned into prompts | $79/mo, 500 prompts | 11, including Claude, Grok and Meta AI | No |
| Rankscale | Credits, priced per engine | $17/mo Essentials (yearly), $99/mo Pro | 17+ | No |
| Nightwatch | Keywords plus AI prompts | €79/mo billed yearly, 50 prompts | ChatGPT, Claude, Gemini, Perplexity, AI Mode, AI Overviews | Yes |
| Keyword.com | Credits, priced per engine | $9.80/mo for 20 credits | 9, including DeepSeek, Claude and Mistral | Yes, on the 360° plan |
| SE Visible | Prompts | €80/mo, 75 prompts | ChatGPT, AI Overviews, AI Mode, Gemini, Copilot | In SE Ranking |
| Peec AI | Prompts, 3 models included | €85/mo, 50 prompts | 3 of your choice, more as add-ons | No |
| Otterly.AI | Prompts | $29/mo, 16 prompts | 7 in credits, at least 3 per workspace | No |
| ZipTie | Daily prompts per engine | From $42.75/mo, 50 prompts on 3 engines | Up to 7 | No |
| Semrush AI Visibility Toolkit | Prompts per domain | $99/mo, 25 prompts | ChatGPT, AI Overviews, AI Mode, Gemini, Perplexity | In Semrush |
List prices before tax, in the currency each vendor shows. Credit systems make the real cost depend on the engines you pick: on Rankscale and Keyword.com, a Claude run costs several times a ChatGPT run.
1. Mencoro
Mencoro tracks AI answers and Google in the same project: ChatGPT, Perplexity, Claude, Google AI Overview and AI Mode, plus the top 10 organic results and Google Shopping. Each AI check can run up to three passes to smooth out answers that vary, and each mention gets a mention type and a sentiment score, so share of voice is weighted by how you were mentioned. You pay per check, from €15 a month, with unlimited projects, competitors and users. Claude is included on every plan and uses five checks per pass. See the rank tracking and ChatGPT rank tracker pages, or how every metric is calculated.
2. LLMrefs
LLMrefs asks for keywords rather than prompts and generates the fan-out prompts itself, which suits SEO teams who think in keywords. One plan at $79 a month covers 500 prompts on 11 engines, including Claude, Grok, Meta AI and DeepSeek, with weekly reports, unlimited projects and seats, CSV export and an API. It has no classic Google rank tracking.
3. Rankscale
Rankscale covers the most engines on this list, more than 17, on every plan, and charges in credits whose cost varies by engine. Pro is $99 a month for 1,200 credits, with page audits, shopping analysis and an MCP server. Essentials costs $17 a month billed yearly; the REST API starts on Pro+ at $229 and white-label links on Growth at $385.
4. Nightwatch
Nightwatch is a classic rank tracker that added AI prompt tracking, which makes it a natural choice for SEO teams that want one tool. Starter is €79 a month billed yearly for 500 keywords and 50 AI prompts on ChatGPT, Claude, Gemini, Perplexity, AI Mode and AI Overviews, with an MCP server on every plan and a 14-day trial. Prices are listed in euros.
5. Keyword.com
Keyword.com sells AI visibility from $9.80 a month for 20 credits, and a combined Google and AI plan from $33 a month. Engines are priced per run in credits, from Copilot at a quarter credit to Claude at three. Its strength is agency reporting: live dashboards, scheduled reports, an API and an MCP server on all plans.
6. SE Visible
SE Visible starts at €80 a month (20% less billed yearly) for 75 prompts on ChatGPT, AI Overviews, AI Mode, Gemini and Copilot, with the API and a 10-day trial; Claude comes only with the €355 Agency plan, and Perplexity is not covered. Classic rank tracking lives in SE Ranking, which also sells AI search tracking as an add-on from €79 a month (€63.20 billed yearly).
7. Peec AI
Peec AI runs every prompt daily with unlimited users. Starter is €85 a month for 50 prompts on three models of your choice; other models are add-ons and the API starts on Pro (€205). Its source analytics are among the strongest in the category.
8. Otterly.AI
Otterly.AI is one of the cheapest paid entries, at $29 a month for 16 prompts on four engines. It suits a first project; since 10 November 2026 every plan is priced in credits with all seven engines available, and the API, MCP server and agent analytics start on the $189 Standard plan.
9. ZipTie
ZipTie prices from a configurator at $0.30 per daily prompt per engine per month, with discounts as you add engines. The smallest preset is $42.75 a month for 50 daily prompts on three engines, and it covers up to seven, including Bing’s AI answers.
10. Semrush
Semrush’s AI Visibility Toolkit costs $99 a month per domain for 25 prompts on five engines. It is the obvious option for teams that already run their keyword tracking in Semrush and want AI data next to it.
How to choose an LLM rank tracker
- Work out your monthly volume: prompts × engines × countries × runs. Then price that volume in each tool, not the entry plan.
- Decide whether you want Google in the same place. If your SEO and GEO reports go to the same people, a tracker that does both saves a reconciliation every month.
- Check the engines against your market, and whether they are included or add-ons.
- Look at the unit of analysis. A tool that only records whether you appeared cannot tell you whether you were recommended or dismissed.
For the wider market, see our comparisons of AEO tools and GEO tools. And if you want AI answers and Google positions in one project, priced per check, Mencoro starts at €15 a month. To test a few prompts before you choose, our free ChatGPT and Perplexity rank checkers show your position in each answer.
Which tool to choose for your case
Before it recommends a tool, ChatGPT asks who it is for, what you want to measure, your budget, the engines and the market. These are its options, in its words, with the tools we would compare for each one. Where another tool fits better, it comes first.
Which AI platforms matter most?
| If you need | Start comparing | Why |
|---|---|---|
| All major AI engines, including Perplexity, Gemini, and Claude | Mencoro, Peec AI | Almost. Mencoro tracks ChatGPT, Perplexity, Claude, Google AI Overview, Google AI Mode, Google search and Google Shopping. It does not track the Gemini app or Copilot; Google's AI Overview and AI Mode, which run on Gemini models, are covered. The free AI visibility checker does ask Gemini for a one-off check. |
| ChatGPT only | Mencoro, Otterly.AI, Profound | Yes. ChatGPT is asked with web search on, as a user gets it, and its sources are saved. With ChatGPT alone the €15 plan covers 50 prompts checked every week. See the ChatGPT rank tracker. |
| ChatGPT and Perplexity | Mencoro, Otterly.AI, Peec AI | Yes. Both run on the same prompts and countries, and each answer keeps its sources, so you compare which sites each engine trusts. |
| ChatGPT and Google AI Overviews / AI Mode | Mencoro, Semrush, Peec AI | Yes. ChatGPT, Perplexity, Google AI Overview and AI Mode run on the same prompts, and Google search can be added for the same keywords. AI Mode is not available in France or Cuba. |
| Google AI Overviews and AI Mode | Mencoro, Semrush, Ahrefs | Yes. Mencoro tracks AI Overview and AI Mode separately, because they often cite different sources, next to the classic top 10 for the same search. Google shows an AI Overview only for some searches, and the check records when there is none. See the AI Overview tracker. |
| ChatGPT, Gemini, and Claude | Mencoro, Peec AI | Partly: ChatGPT, Claude and Perplexity yes, the Gemini app no. Claude answers come from Anthropic's API with web search, in 36 countries, and each Claude pass counts as five checks. See the Claude rank tracker. If Gemini is a must, also look at Peec AI. |
| Not sure yet | Mencoro, Otterly.AI | Start with Mencoro's defaults: ChatGPT, Perplexity, AI Overview, AI Mode and Google search. After a month, drop the engines where your buyers are not. |
What's your monthly budget?
| If you need | Start comparing | Why |
|---|---|---|
| Free | Mencoro free tools, Ahrefs AI Visibility Checker, HubSpot AEO Grader | Partly. Mencoro has no free plan; the cheapest one is €15 a month. Its free tools need no sign-up: the AI visibility checker asks ChatGPT, Gemini and Perplexity three buyer questions about your category, and there are free checkers for ChatGPT, Perplexity and AI Overviews. A one-off check is a snapshot, not a trend. |
| Under $30/month | Mencoro, Otterly.AI | Yes. Mencoro plans in that range: €15 (200 checks), €29 (400 checks). €29 tracks 20 prompts on five engines every week, with every feature included. |
| Under $50/month | Mencoro, Otterly.AI | Yes. Mencoro plans in that range: €15 (200 checks), €29 (400 checks), €49 (1,000 checks). €49 tracks 50 prompts on five engines every week, with every feature included. |
| $30–$100/month | Mencoro, Otterly.AI, Peec AI | Yes. Mencoro plans in that range: €29 (400 checks), €49 (1,000 checks), €79 (2,000 checks), €99 (3,000 checks). €99 tracks 150 prompts on five engines every week, with every feature included. |
| Under $100/month | Mencoro, Otterly.AI, Peec AI | Yes. Mencoro plans in that range: €15 (200 checks), €29 (400 checks), €49 (1,000 checks), €79 (2,000 checks), €99 (3,000 checks). €99 tracks 150 prompts on five engines every week, with every feature included. |
| $50–$150/month | Mencoro, Peec AI | Yes. Mencoro plans in that range: €79 (2,000 checks), €99 (3,000 checks), €162 (5,000 checks). €162 tracks 250 prompts on five engines every week, with every feature included. |
| $100–$300/month | Mencoro, Peec AI, Semrush | Yes. Mencoro plans in that range: €162 (5,000 checks). €162 tracks 250 prompts on five engines every week, with every feature included. |
| $100–$500/month | Mencoro, Peec AI, Profound | Yes. Mencoro plans in that range: €162 (5,000 checks), €319 (10,000 checks). €319 tracks 500 prompts on five engines every week, with every feature included. |
| $500+/month | Mencoro Enterprise, Profound | Yes. The largest plan is €799 a month for 25,000 checks, 1,250 prompts on five engines every week, and Enterprise adds custom volume and a dedicated account manager. At this budget, compare it with the enterprise platforms on depth of analysis, not on price. |
Which market do you want to track?
| If you need | Start comparing | Why |
|---|---|---|
| Spain / Europe | Mencoro, Peec AI, Otterly.AI | Yes. Mencoro is built in Barcelona by Virality Media, and the site, the documentation and support are in Spanish. Each query is asked from Spain, in Spanish, and our weekly data studies already measure the Spanish market. |
| United States | Mencoro, Profound, Peec AI | Yes. The United States is covered on every engine, Claude included. |
| Multiple international markets | Mencoro, Peec AI, Profound | Yes. A query can run in any of 196 countries, separately in each one and in that country's main language, so you compare markets side by side. You write the prompt once per language. |
| Local SEO by city | Local Falcon, BrightLocal | No. Mencoro sets the location by country, with no city targeting. For rankings by city or map grid, use a local tool such as Local Falcon or BrightLocal. |
Every option answered in full: who Mencoro is for.
Which tools does AI recommend for LLM rank tracking?
We asked ChatGPT, Google AI Mode and Google’s AI Overview 3 versions of this question in the United States: 7 answers, collected on November 2, 2026. The table gives the share of answers that name each tool. It is measured data, independent of the list on this page.
| Tool | All answers | ChatGPT | AI Mode | AI Overview |
|---|---|---|---|---|
| Profound | 100% | 100% | 100% | 100% |
| Semrush | 71.4% | 66.7% | 100% | 0% |
| Otterly.AI | 57.1% | 100% | 0% | 100% |
| Ahrefs | 42.9% | 66.7% | 33.3% | 0% |
| Peec AI | 42.9% | 100% | 0% | 0% |
| Scrunch AI | 42.9% | 100% | 0% | 0% |
| SE Ranking | 42.9% | 0% | 66.7% | 100% |
| ZipTie | 42.9% | 0% | 66.7% | 100% |
| AthenaHQ | 14.3% | 33.3% | 0% | 0% |
| BrightEdge | 14.3% | 0% | 33.3% | 0% |
Questions asked: «best llm rank trackers», «tools to track brand rankings across llms», «which llm visibility tracker should i use». Source: Mencoro (November 2026, answers collected through DataForSEO), in Which AI visibility tools does AI recommend?
