What is an AEO rank tracker?

An AEO rank tracker runs a fixed set of prompts across AI answer engines like ChatGPT, Perplexity, and Gemini on a recurring schedule and records where your brand appears in each answer. Position in AEO means order of mention within the generated answer, not a slot on a results page. Because AI answers vary between runs, a tracker's job is to sample repeatedly and report the trend, which is why refresh cadence and historical data matter more than any single reading.

Which AEO rank trackers update daily instead of weekly?

Daily prompt runs are now standard at the serious end of the market. Peec AI runs tracked prompts daily on all plans, HubSpot AEO runs its 25 tracked prompts daily, Semrush's AI Visibility Toolkit refreshes prompt tracking daily (though its Brand Performance report updates weekly), Rankshift meters plans in prompts per day (150 a day on its $82/mo Starter), and Ahrefs Brand Radar allows up to 83 prompts a day within its 2,500 monthly checks. If a tracker only reruns prompts weekly, a single noisy run represents your whole week, which is not enough sampling for a volatile medium.

Is there an AEO tracker with real-time position updates?

No mainstream AEO tracker offers true real-time tracking, and you should be suspicious of any that claims to. AI answers are generated fresh per session, so a position only means something as an average over repeated samples. Daily runs are the practical ceiling: they give you enough samples for a trustworthy 7-day trend while keeping costs sane. What you actually want from 'real-time' is usually fast detection of a position change, which is an alerting question, not a cadence question.

Which AEO trackers let me export historical position data?

Check the export path before you buy, because your history is hostage to it. Rankshift ships a Looker Studio connector plus MCP and REST APIs on its published plans. Profound reserves API access for its custom Enterprise tier. Semrush's toolkit includes 300 reports a day. Peec's dashboards trend daily data over time, and we build client reports from it weekly. Whatever tool you pick, confirm you can get the raw per-prompt, per-engine history out, not just screenshots of a trend chart.

Can an AEO rank tracker alert me when my position changes?

Alerting is the least standardized feature in the category, so test it on a trial rather than trusting a feature list. The rule we use in our own daily tracking: alert on 7-day averages, not single runs. A brand dropping out of one day's answer is usually sampling noise; a moving average crossing a threshold is a real event. A tracker that pings on every daily fluctuation trains you to ignore it, which is worse than no alerts at all.

How much does an AEO rank tracker cost for 200 prompts across 5 engines?

At that scale your realistic options thin out. Peec's Advanced plan is $495/mo for 350 prompts with 3 engines of your choice included; adding 2 more engines costs $165 per model per month on that tier, so about $825/mo for 5 engines. Semrush One's Advanced bundle lists 200 prompts at $549/mo (or $455.67/mo on annual terms) across the toolkit's 5 engines. Rankshift's Professional plan is $189/mo on annual billing for 350 prompts a day with 9 engines available, though you should verify how its credit pool draws down at your exact prompt-times-engine volume. Profound no longer publishes self-serve plans (its pricing page shows a free trial and custom Enterprise pricing), and HubSpot AEO caps at 25 prompts, so neither fits without a custom deal.

What is a fair cost per tracked prompt?

At the 100-prompt mark, published pricing in 2026 runs from $0.82 per prompt per month (Rankshift Starter, $82/mo annual, 150 prompts a day) to $2.99 (Semrush One Pro+, $299/mo, 100 prompts). Peec Pro lands at $1.63 ($245/mo for 150 prompts) and Otterly Standard at $1.89 ($189/mo for 100). Profound no longer publishes a dollar price, so it drops out of this math. Cheaper per prompt is not automatically better: divide the price by prompts times the engines you actually get, since a prompt tracked on one engine is worth a fraction of a prompt tracked on five.

Best AEO Rank Trackers in 2026: Cadence, Alerts, and Cost per Prompt

The short answer

You already know you need tracking; this guide is about choosing the tracker. For whether to track at all, and for the wider tool landscape, start with our best AEO tools pillar. Here the question is narrower: which product gives you trustworthy position data, refreshed often enough, across the engines you care about, with alerts you will not learn to ignore and history you can actually export, at a sane cost per tracked prompt.

Our daily driver is Peec AI, from $95/mo with 50 prompts and 3 engines of your choice, and everything we say about it below comes from running client tracking on it every day. The other six trackers here, Otterly.ai, Profound, Rankshift, Semrush's AI Visibility Toolkit, HubSpot AEO, and Ahrefs Brand Radar, we have evaluated on their published specs and pricing, all verified September 2026, not in production. The honest headline: at 100 tracked prompts, real published prices span $82 to $299 a month, and the spread is mostly about engine coverage and depth, not vendor greed.

Rank tracking in AI search is not SERP tracking

Classic rank trackers query a search engine and read a deterministic results page: position 4 is position 4, and tomorrow it is probably still position 4. AEO rank tracking works against a fundamentally different machine, and three differences change how you should evaluate every tool.

Answers are non-deterministic. The same prompt, in clean sessions minutes apart, can name your brand first, third, or not at all. We watch this happen daily across client dashboards. A single measurement is partly luck, which means a tracker's real product is not a number but a sampling method.

Position means order of mention. There is no page of ten blue links. "Ranking" in an AI answer means where you appear in the generated text: the first brand recommended, the fourth in a comparison table, or a grudging aside at the end. Good trackers score this order-of-mention position per prompt, per engine, and trend it.

The trend is the product. Because every reading is a sample, the value is in the accumulated history: 7-day averages, per-engine trend lines, and the ability to diff this week against last. A tracker with daily runs and exportable history is a measurement instrument; a tracker with weekly runs and dashboard-only charts is a screenshot generator.

That framing gives you the five things to actually compare:

Refresh cadence. Daily runs or bust, for statistical reasons, not urgency.
Position metrics across engines. Order-of-mention rank per engine, not just a binary mention flag.
Alerts on position change. Thresholds on averages, so signal survives the noise.
Historical data and export. Raw per-prompt history you can pull out via CSV, connector, or API.
Prompt-count pricing. The cost per tracked prompt at your real prompt volume, times the engines included.

If you are evaluating on broader monitoring criteria, citation sources, sentiment, share of voice, that job has its own guide: our AEO monitoring tools comparison. This page stays on the position-tracking job.

The best AEO rank trackers compared

Tracker	Entry price	Prompts	Cadence	Engines
Peec AI	$95/mo (annual $80)	50 on Starter, up to 350 on Advanced	Daily	3 of your choice from 6; add-ons $35 to $165 per model; Enterprise covers all models
Rankshift	$82/mo annual	150 per day on Starter, 350 on Professional	Metered daily	9
Otterly.ai	$29/mo (15 prompts)	15 / 100 / 400 by tier	Scheduled by tier	4 base; Claude, Gemini, AI Mode paid add-ons
Semrush AI Visibility Toolkit	$99/mo per domain, billed annually	25 custom prompts	Prompt tracking daily; Brand Performance weekly	5 (varies by report)
HubSpot AEO	$50/mo standalone	25 (50 on Marketing Hub Enterprise)	Daily	3: ChatGPT, Gemini, Perplexity
Profound	Free trial, then custom Enterprise quote	10 (run once) on the trial; custom above	Daily on Enterprise; one-time on the trial	ChatGPT only on the trial; up to 9 on Enterprise
Ahrefs Brand Radar	$199/mo (AI Visibility Index)	Up to 83 per day, 2,500 checks/mo	Daily allowance	All platforms, check-metered; Claude burns 8 checks/update

The tracker-specific readings:

Peec AI is the one we can vouch for from daily use. Prompts run every day on all plans, position and visibility are trended per engine, and the history is deep enough that we build weekly client reports straight from it. One change worth knowing if you read older coverage: base plans now include 3 AI models of your choice (picked from ChatGPT, Google AI Mode, AI Overviews, Copilot, Perplexity, and Gemini), with additional models sold as paid add-ons at $35, $85, or $165 per model per month depending on tier, and Enterprise covering all models including Claude and Grok. Brand plans are $95, $245, and $495 monthly for 50, 150, and 350 prompts, with 15 percent off annual and unlimited users. Full hands-on detail in our Peec AI review.

Rankshift is the newest entrant here and the aggressive one on price: $82/mo on annual billing buys 150 prompts a day with 9 engines available, and the $189/mo Professional tier lists 350 prompts a day. It ships a Looker Studio connector plus MCP and REST APIs, which is a strong export story at this price, and unlimited projects and seats on all plans. The caution is maturity: it is a young product from a small European team with thin third-party review volume, and its credit-pool metering means you should verify on the 30-day trial how your prompt-times-engine volume actually draws down before trusting the headline numbers.

Otterly.ai meters by prompt tier: 15 prompts at $29/mo, 100 at $189, 400 at $489, with annual billing 15 percent off. The four base engines are ChatGPT, Google AI Overviews, Perplexity, and Copilot; Claude, Gemini, and Google AI Mode are paid add-ons that can materially move the bill, so price your real engine list before assuming it is the budget pick. Extra blocks of 100 prompts are $99 on the two upper tiers.

Semrush AI Visibility Toolkit is the incumbent-SEO-stack answer: $99/mo per domain billed annually for 25 custom tracked prompts with daily rankings, competitor research against up to 4 rivals, and 300 reports a day. Note the split cadence, prompt tracking refreshes daily but the Brand Performance view updates weekly, and note the engine list (ChatGPT, Google AI Overviews, AI Mode, Gemini, Perplexity; no Claude or Copilot). More prompts mean the Semrush One bundles: 50 prompts at $199/mo, 100 at $299, 200 at $549.

HubSpot AEO is the cheapest daily tracker on this page at $50/mo standalone, no HubSpot plan required, with 25 prompts run daily against ChatGPT, Gemini, and Perplexity and a 2,500-answer monthly pool. It is included in Marketing Hub Pro and Enterprise (Enterprise doubles you to 50 prompts and 5,000 answers), there is a 28-day free trial, and its CRM-powered prompt suggestions are genuinely differentiated. Two caveats: it still carries a Beta label in the product docs, and 3 engines with a 25-prompt cap is a starter kit, not a program.

Profound has swung back to sales-led pricing: as of September 2026 its pricing page shows a free Trial plan (10 prompts run once, ChatGPT only) and a custom-priced Enterprise tier, and the $99 Starter and $399 Growth self-serve tiers it listed earlier in 2026 no longer appear. Enterprise is where the product lives: up to nine engines, daily prompt runs, API, and SSO, quoted per deal. As a rank tracker you can price from a page, it is out of the running; as an enterprise platform, it remains the standard.

Ahrefs Brand Radar restructured again in 2026: the AI Visibility Index is $199/mo for up to 83 prompts a day and 2,500 checks a month (overage at $0.02 per check), covering all platforms on a check-metered basis, with heavier platforms consuming more checks per update (Claude burns 8). Custom prompt packs start at $50/mo per 2,500 checks and require a paid Ahrefs plan, but Ahrefs' help pages now describe standalone purchases of the Index itself. If you already pay for Ahrefs, your base plan also includes a free check allowance; as a standalone tracker purchase, model the check burn for your platform mix before trusting the headline capacity.

The cost-per-prompt math at 50, 100, and 350 prompts

Prompt-count pricing is where trackers actually compete, and the only honest way to compare is to fix a prompt volume and read the price. Three checkpoints, using published September 2026 pricing only.

At 50 prompts: Peec Starter is $95/mo with 3 engines of your choice. Rankshift Starter at $82/mo annual clears 50 easily with its 150-a-day allowance. Semrush One's Starter bundle lists 50 prompts at $199/mo. Otterly's $29 Lite tier caps at 15 prompts, so 50 pushes you to the $189 Standard tier. HubSpot AEO caps at 25 prompts standalone, so it only reaches 50 inside Marketing Hub Enterprise.

At 100 prompts: this is the cleanest comparison point, charted below. Rankshift $82, Otterly Standard $189, Peec Pro $245, Semrush One Pro+ $299. Profound no longer publishes a price to put on this chart.

At 350 prompts: the field collapses to three published options. Rankshift Professional at $189/mo annual (350 prompts a day), Otterly Premium at $489/mo (400 prompts, 4 base engines), and Peec Advanced at $495/mo (350 prompts, 3 chosen engines, more via add-ons). Profound publishes no self-serve plans at all now, HubSpot caps at 25 or 50, Semrush One at 200, and Ahrefs' 83-a-day allowance rules it out; beyond those caps you are in custom-quote territory.

What 100 tracked prompts cost per month, by tracker. The lime bar is the per-prompt price leader, but read the caption's engine counts before deciding: divide price by prompts times engines and the ordering shifts. Rankshift's number also assumes annual billing and a young product's published specs.

$0.82 to $2.99

Monthly cost per tracked prompt at the 100-prompt mark, from Rankshift Starter ($82/mo on annual billing) to Semrush One Pro+ ($299/mo). More than a 3.5x spread for the same nominal job, which is why you fix your prompt count first and only then read pricing pages.

Source: published vendor pricing, verified by AEO Labs, September 2026

One warning on this math: cost per prompt is a screening metric, not a decision. A prompt tracked daily on five engines generates five times the position data of the same prompt on one engine, and a tracker with exportable history is worth more than the same runs locked in a dashboard. Use cost per prompt to shortlist, then decide on cadence, engines, and export.

Alerts and history: the two specs nobody checks until it is too late

Alerts. Every vendor page says something about notifications; almost none say what triggers them, and this is the feature where marketing and product diverge most. From running daily tracking: the only alert configuration that works is a threshold on a 7-day average. Position in AI answers wobbles run to run, so an alert on single-run changes fires constantly until you mute it, at which point a real loss goes unnoticed for a month. Whatever tracker you trial, configure its alerting in week one and see whether you can alert on averages. If you can only alert on raw runs, plan to do the smoothing yourself off exported data.

Historical data and export. Your position history is the asset you are paying to build, and switching costs are entirely about whether you can take it with you. The published state of play: Rankshift offers Looker Studio, MCP, and REST API access on its listed plans; Profound holds API access at the Enterprise tier; Semrush includes 300 reports a day; Peec trends full daily history in-product, and we assemble client reporting from it weekly. Before you subscribe anywhere, confirm three things: per-prompt per-engine granularity in the export, history retention beyond the current quarter, and a machine-readable format. A tracker that only exports chart images has your data hostage.

Who should pick what

Agencies and in-house teams running a real program: Peec AI. Daily runs, position and visibility per engine, 50 to 350 prompts by tier, unlimited users, and it is the one on this page we stake client reporting on every day. Scope your prompt set and your engine choices first, since engines beyond the included 3 are paid add-ons now.
Maximum prompts per dollar, tolerance for a young product: Rankshift. $82/mo for 150 prompts a day across 9 available engines is the best published ratio in the category. Use the 30-day trial to verify the credit math and the alerting before you move reporting onto it.
Budget tracking with mainstream engines: Otterly.ai. $29/mo to start, $189 for a serious 100-prompt set. Price your add-on engines honestly first.
Already deep in the Semrush or HubSpot stack: the Semrush AI Visibility Toolkit at $99/mo per domain gives daily prompt rankings next to your SEO data, and HubSpot AEO at $50/mo (free trial, included with Marketing Hub Pro and Enterprise) is a legitimate starter tracker if 25 daily prompts on 3 engines covers your category.
Enterprise procurement, security review, nine-engine coverage: Profound. Its pricing page now shows only a free trial and custom Enterprise quotes, so budget for a sales conversation; the product this brand is known for lives in the Enterprise tier.
Already paying for Ahrefs: Brand Radar at $199/mo, with a free check allowance already on your base plan. As a fresh standalone purchase (now possible per Ahrefs' help pages), it is still beaten on most criteria above by the dedicated trackers.

Key takeaways

AEO rank tracking is sampling, not lookup: answers are non-deterministic, position means order of mention, and only daily cadence produces trends you can trust.
Evaluate on five specs: refresh cadence, per-engine position metrics, alerts on change, historical export, and cost per tracked prompt. Ignore feature lists that do not speak to those five.
At 100 prompts, published pricing runs $82 (Rankshift, annual) to $299 (Semrush One Pro+), roughly $0.82 to $2.99 per prompt per month, with engine coverage explaining most of the spread. Profound no longer publishes a price to compare.
At 350 prompts the published market shrinks to Rankshift ($189), Otterly Premium ($489), and Peec Advanced ($495); everything else is custom quotes.
Alert on 7-day averages, never single runs, and confirm raw history export before subscribing. Those two specs decide whether the tracker is an instrument or a screenshot machine.
Our pick for teams running a real program is Peec AI from $95/mo, the tracker we run our own client position tracking on daily.

A tracker measures the race, it does not run it

Whichever tracker you pick will tell you, with daily precision, where you rank in AI answers and which way it is moving. Moving the number is a different discipline: winning citations on the third-party pages the engines retrieve, answer-first content, and structured data. That is the work we do at AEO Labs, on top of the same daily tracking described here. If your position data needs changing rather than watching, book a strategy call.