AI Rank Tracking Tools 2026: Cost per Check, Plan by Plan

Ahrefs is the pick when your SEO stack already lives there, because AI prompts arrive as a line on a plan you pay for anyway. Brand Radar prompt tracking is free on every paid Lite plan and above, and Brand Radar monitors Google AI Mode mentions and citations.

The plans run $129, $249 and $449 a month with 5, 10 and 20 tracked AI prompts beside 750, 2,000 and 5,000 tracked keywords. Those prompt counts are small, so the real AI capacity sits in the custom prompt packages: $50, $100 and $250 a month for 2,500, 7,000 and 25,000 checks.

One check is one prompt, one platform, one location, which makes the arithmetic exact. Ahrefs' own example for the Growth package is 100 prompts daily on 2 platforms.

The free AI Overviews preview needs no signup, so you can see what a tracker reports before you pay anyone. The limit that ends Ahrefs for most teams is volume: past about 416 prompts a day on two surfaces the Scale package runs out, and Lite's 5 prompts only sample the feature.

In practice, Ahrefs suits a team that tracks a modest prompt set beside its keywords. If you need a few hundred prompts, expect to buy a package on top of your plan, and run the allowance arithmetic in the section below first.

On Lite, the 5 prompts are enough to validate the workflow before you buy a package.

Nightwatch is the cleanest pick for that job because every plan covers ChatGPT, Claude, Gemini, Perplexity, AI Mode and AI Overview. What changes between plans is how much you track: 50, 150 or 500 prompts, with 1,500, 4,500 or 15,000 AI answers collected a month.

Divide the answers by the prompts and you get 30 answers per prompt per month on every plan, about one a day. That's the number to remember. A bigger plan buys more prompts, never a faster cadence. The cost per collected answer is EUR 0.053 on Starter and EUR 0.027 on Agency. Those figures use the yearly-billed prices; billed monthly, plans start at EUR 99.

The page doesn't say how those answers split across its 6 platforms, so confirm the split with the vendor before you plan around coverage of all six.

The classic side is solid too: 500, 2,500 and 7,500 keywords tracked daily in any location or language. Every plan carries a 14-day free trial and the full toolkit, which makes Nightwatch the easiest tool here to test against your own prompts.

For example, a team with 150 prompts on Professional collects 4,500 answers a month and gets the full toolkit, so the monthly bill is predictable.

If you run classic and AI tracking together, Nightwatch is our pick for teams that want one tool for both, once the vendor confirms the platform split.

Semrush is the better pick if your reporting already runs through it, because the AI tiers sit on top of plans you know. Starter SEO + AI Search is $165.17 a month for 50 prompts daily, Pro+ is $248.17 for 100, and Advanced is $455.67 for 200, all billed annually.

The base SEO plan at $117.33 a month, billed annually, covers 500 keywords daily but marks AI search tracking as not included. The AI Visibility Toolkit monitors prompts on Google AI Mode and ChatGPT.

Read its #1 carefully. Position Tracking records a cited domain as #1 whatever its organic position, and a SERP features toggle includes or removes AI Overview rankings. A Semrush AI Overview #1 is therefore a citation record, and you should keep it apart from your organic position when you report.

Price per prompt is where Semrush earns its place. A daily prompt costs $3.30 on Starter, $2.48 on Pro+ and $2.28 on Advanced, so the tier with the most prompts is the cheapest per prompt if you use them all.

If you don't already use Semrush, the entry price is steep for the prompt count. The 100 daily prompts that cost $248.17 here cost $103.20 on SE Ranking Core. The case for Semrush is the suite around the tracker, so buy it for the whole workflow and not only for prompts.

For reporting, keep AI Overview citations and organic positions in separate columns, and use the SERP features toggle to show both views of the same keyword. A client who sees #1 for an AI Overview citation and a lower organic position needs that split explained once.

SE Ranking is the lower-cost route into daily prompt tracking inside a full suite. Core is $103.20 a month, billed annually, for 2k keywords and 100 prompts to track daily. Growth is $223.20 for 5k keywords and 250 prompts. Both list 5 LLMs to track.

That makes Core the cheapest suite plan on this page that reaches 100 daily prompts. Semrush needs its $248.17 Pro+ tier for the same count.

For AI Overviews, AI Mode, Perplexity and ChatGPT there is also an AI search add-on, $71.20 a month on annual billing or $89 monthly. It sits on top of a base plan, so budget for both lines when you compare it with a suite that bundles prompts.

The practical question is which of the two routes fits. If your prompts live on ChatGPT, Perplexity and Google, the plan's 5 LLMs may already cover them. If you need the Google AI surfaces named explicitly, price the add-on in.

Our judgment: SE Ranking suits an agency that needs daily prompts across many clients on a tight budget, with Perplexity and ChatGPT coverage worth confirming in the add-on. It is the weakest fit for a team that wants every AI surface named in one plain price, because the plan and the add-on are priced separately.

Because the plans list 5 LLMs while the add-on names four surfaces, ask support to map them for your prompts. That one email settles whether you need the add-on at all.

AccuRanker is a classic tracker with an AI layer called AccuLLM, which tracks ChatGPT, Perplexity, AI Overviews and AI Mode. You can follow visibility across prompts, monitor sentiment, see which sources get cited and benchmark against competitors.

The metric worth a closer look is the web search rate. AccuLLM reports how often LLMs search the web to answer your tracked prompts. When a web search is triggered, you have a chance to influence the response. If the model relies on training data alone, the answer is harder to move. That tells you which prompts are worth optimizing for first.

AccuLLM has its own tab on the pricing page. LLM Lite is $206 a month billed annually ($229 monthly) for 100 prompts and 1 brand, and LLM Pro is $521 ($579 monthly) for 300 prompts and 5 brands. Enterprise starts at 500 prompts on custom pricing.

The $224 Professional plan on the other tab is the classic keyword tracker, at $224 a month billed annually ($249 monthly) for 2,000 keywords. Its AI CTR and AI Search Volume metrics start at the Expert plan.

The page states a prompt count and says one prompt is tracked across ChatGPT, Perplexity, AI Overviews and AI Mode, but it gives no checks per month, so confirm that figure in writing before you compare it with Ahrefs or Nightwatch.

Choose AccuRanker when you already use it for classic tracking and want AI tracking from the same vendor, and budget for AccuLLM as its own line, since the keyword plans do not include it.

Because AccuLLM names Perplexity, ChatGPT, AI Overviews and AI Mode, test it on a prompt set where the web search rate varies. Prompts that rarely trigger a web search are the ones where optimization effort is hardest to repay.

Advanced Web Ranking is built for agencies, and the plan row shows it: Pro is $139 a month for 7,000 keywords, unlimited projects, unlimited users, AI Visibility tracking and AI Citations and Mentions. Agency is $279 for 14,500 keywords.

Unlimited users matters when you report to many clients. Here the limit is keywords, so the cost scales with how much you track.

The plan row counts keywords, and it gives no AI prompt allowance, so you can't convert it to checks per month. Treat AI Visibility as a feature to test, since no quota exists to price.

A 30-day money-back guarantee covers every plan, which makes this one of the lower-risk tools to validate. If it doesn't fit, you ask for a refund within 30 days.

Here is where it fits: an agency with many clients and a long keyword list that wants AI Visibility tracking in a tool its team already knows. Here is where it doesn't: a team that needs a prompt budget, because 7,000 keywords on Pro says nothing about how many prompts you can run.

The sensible test is a pilot inside the refund window. Load your top prompts, check that the AI Citations and Mentions report shows the surfaces you care about, and ask support for the allowance in writing. The engine list isn't beside the AI Visibility line, so that is the first thing to confirm.

Nozzle is a data product more than a dashboard. It bills by usage, and one SERP is the top 5 pages for each unique search, a retrieval for one keyword, engine, language, device and location combination.

That unit changes how you budget. A tracker that bills per keyword charges you for a list. Nozzle charges you for every combination you ask about, so adding a second device or a second location multiplies the SERPs you pay for.

API access is included, and you can reach the data in BigQuery, which suits analytics teams: the AI Overview data lands next to the rest of your warehouse.

Its October 2024 post documents an AI Overviews segment for measuring how often you and your competitors show up as cited sources in AI Overviews. That makes Nozzle a fit when the question is analysis, and a weaker one when you want a ready prompt library.

The fit question is team skill. If your analysts write SQL, the usage model and BigQuery access give them the raw material to build their own citation reports.

If you want a dashboard and a fixed monthly bill, the SMB tab of the pricing page lists Basic at $49 a month billed yearly for 10,000 SERPs, Advanced at $99 for 21,000, Pro at $249 for 60,000 and Pro Plus at $499 for 130,000.

Because the unit is a SERP, run a small pilot: pick one keyword, one device and one location, check what the dashboard returns for AI Overviews, then multiply by the combinations you need. That multiplication is your real monthly volume.

Wincher is here as the contrast. It is a classic rank tracker whose pricing page lists AI keyword suggestions and an AI content outliner, and it names no AI Overview, AI Mode or AI engine tracking.

On monthly billing, Basic is $49, Standard $89 and Professional $319, from 500, 1,000 and 5,000 keywords. Those are plan floors, so the keyword count on the page is where each plan starts.

The lesson is about reading feature names. AI keyword suggestions use AI to help you choose keywords. They don't track how AI answers cite you. When a classic tracker's page says "AI", check which of the two it means.

If you pair Wincher with a prompt tracker you pay for two tools. For a team that tracks classic rankings and a handful of prompts, one of the suites above is usually simpler.

For example, a team tracking 500 keywords for classic rankings and 15 AI prompts would run Wincher for the keywords and a prompt tracker like Otterly Lite for the prompts. That splits your data across two dashboards. A suite that lists both in one plan costs more per month but keeps one report, so decide on reporting effort, because that is where the split costs you.

Wincher's value is simplicity. If a classic tracker with AI keyword suggestions is what you want, it does that job, and the pricing page makes no AI tracking promise you would need to test. If AI visibility is on your roadmap this quarter, start with a tool that lists it.

Otterly is the entry-level prompt tracker: Lite is $29 a month for 15 search prompts, Standard $189 for 100 and Premium $489 for 400. The price per included prompt is $1.93, $1.89 and $1.22, so the saving comes from the top tier and the middle one barely beats Lite.

Microsoft Copilot, Google AI Overviews, Perplexity and ChatGPT are the four engines on every plan. Google AI Mode, Gemini and Claude are paid add-ons, and AI Mode costs $9, $59 and $149 a month on Lite, Standard and Premium.

Add-ons change the comparison. If AI Mode matters to you, the real Otterly price is the plan plus the add-on, and that is the number to put next to Nightwatch, which lists AI Mode on every plan.

Extra engines can be bought for up to 1,000 prompts. Standard can add up to 300 additional prompts before it moves you to Premium, and each extra 100 prompts costs $99.

Here is the buying logic. At 15 prompts or fewer, Lite is the cheapest way to start. Standard at 100 prompts costs about the same per prompt as Lite, so move up when you need the volume and not for a saving. Premium's $1.22 per prompt is the best rate. Price the AI Mode add-on in from the start, since it is a separate line.

Check the engine list against your audience too: Microsoft Copilot is included, while Gemini and Claude are extra, so a team whose buyers use Gemini should price that add-on first.

LLMrefs' All in One plan is $79 a month, labelled limited time only, and includes 500 prompts for brand mentions, sources and fan-out queries. Its unit is the keyword: you track keywords and the tool generates the prompts, which suits teams that think in keyword lists.

It tracks ChatGPT, Google AI Overviews, Perplexity, Gemini, Claude and Grok, and reports weekly. Weekly reporting is a cadence choice, in line with the 4 checks per prompt a month we price for weekly sampling. Prompts that drive decisions need a tool that checks daily.

The $79 label deserves care. Because the page says limited time only, budget for the price changing, and re-check it before you commit to a year.

In practice the keyword unit saves setup time. You give it the keywords you already track and it generates fan-out prompts from them, so the 500-prompt allowance caps generated prompts and you don't write them yourself. That suits an SEO team migrating from keyword lists. A team that wants exact control over prompt wording will find a prompt-first tool like Otterly closer to how it works.

Because reports are weekly, treat LLMrefs as a trend tool. It answers whether your visibility is moving over weeks, and a daily tool answers what changed yesterday. In our view the first question comes first for most programs, and the second matters for launches.

Rankscale's Essentials plan is $20 a month on the list price, or $17 on yearly billing only. Pro is $99 with 1,200 credits and Pro+ is $229 with 3,000.

Those credits become up to 4,800 and 12,000 answers, but only at the typical 0.25 credit per engine query. Meta Muse Spark costs 4 credits per run, so mix it in and the answer counts shrink. Treat the headline number as a ceiling.

The query fanout view on every plan shows the internal searches engines run while answering your prompts: coverage, probed domains, wins and losses. For content planning that is more useful than a position, because it shows which sub-questions your pages should answer.

It tracks 8 named engines: ChatGPT, Gemini, Perplexity, Claude, DeepSeek, Mistral, Grok and Copilot. That is the widest named list in this guide outside Enterprise plans.

Here is the arithmetic that matters. At the typical rate, 1,200 credits is 4,800 answers on Pro and 3,000 credits is 12,000 on Pro+.

A Meta Muse Spark run uses 4 credits instead of 0.25, so a few runs on that engine eat the credits of many on the others. If you plan to track it, weigh it separately. Essentials at $20 is the low-cost way to look at the fanout view, though the $17 price needs yearly billing.

The fanout view also helps you choose prompts. If engines probe domains and phrases your pages don't cover, those are the sub-questions to add, which a position number can't tell you.

The Profound free trial gives 50 prompts daily for 7 days on ChatGPT, Gemini and Google AI Overviews, with limited AI Marketer credits. It is for companies that want to trial Profound before getting a demo.

Seven days is short for a cadence decision, but it is enough to see how the tool reports a prompt set on three engines, and 50 prompts daily is the same volume as Nightwatch Starter and Semrush Starter.

Enterprise has custom pricing and tracks up to 9 answer engines. Plan for a sales conversation, because no list price exists to compare.

If you're also weighing chat-first trackers, our ChatGPT SEO tools guide covers them, and the Perplexity rank tracker post covers that engine alone.

Use the trial like a pilot. The prompt set is recommended by industry and can't be customized, so judge how the tool reports answers, not coverage of your buyers' questions. Run your own prompts in a cheaper tracker and compare which answers cite you. If Profound shows something the cheaper tool missed, that is what the Enterprise price buys.

The trial's limits shape the test. Seven days is one weekly cycle, so you see one sample of any weekly pattern and none of the month. That is fine for judging the interface and prompt coverage, but it can't tell you whether visibility trends up. For that you need repeated samples over weeks in whichever tool you pick, the sampling point from the section on one AI Overview check.