AEO Platforms × 2026

An answer engine is naming two or three tools in your category right now, and a vendor is about to sell you the dashboard that proves it. Here is the part the vendor decks leave out: the best platform is a smoke detector, not a fire brigade. It tells you whether the engines are quoting you. It cannot, by itself, earn you the quote. So this is the named, honest list of the platforms that matter this year, what each one actually hears, and where each one goes quiet.

The short version

One thing every platform shares: it measures from outside the engines, so its numbers are estimates, not the engines’ real selection logic. Independent testing has caught monitors reporting a handful of brand mentions where manual counts found over a hundred, so judge a tool on engine coverage, transparency, and fit, not on which one prints the biggest figure. This page is part of our answer engine optimization guide, and it pairs with our deeper look at AEO tools for the on-page side of the work.

~11%

of domains are cited by both ChatGPT and Perplexity

A tool that watches one engine reads one weather station. 5W PR, May 2026 synthesis

84%

of AI citations come from earned media, not brand-owned pages

No dashboard earns that coverage for you. Muck Rack, May 2026

~62%

of AI citations are ghost citations, your brand never named

Exactly what a quote-share monitor exists to expose. Semrush with Kevin Indig and Growth Memo, June 2026

TYPE 1

Enterprise trackers

Profound and Peec AI: multi-engine quote-share with board-grade reporting and deep analytics. Pay for depth when you have budget and need precision across every major engine.

TYPE 2

Budget monitors

Otterly AI and the HubSpot AEO Tool: lightweight prompt tracking at the lowest entry cost. The right first tool if you have never measured and want to confirm whether you appear at all.

TYPE 3

Suite AI modules

Ahrefs Brand Radar and the Semrush AI Toolkit: AI visibility tracking bolted onto platforms you already pay for. Choose these when convenience outweighs depth and you want everything in one dashboard.

TYPE 4

Content and extractability optimizers

Grade your pages on how clearly an engine can lift an answer from them. These fix the half of AEO you fully control, and are the logical complement to any tracker.

These are the named platforms practitioners actually reach for. Each entry covers what it does, the one thing it does best, where it stops, and a pricing note. Where a vendor does not publish a public price, we say so rather than invent one.

Profound

Profound is the platform other vendors get compared against. It runs your question set across Perplexity, ChatGPT, Gemini, and Google AI Overviews, then reports quote share, competitor share, and how AI assistants crawl and act on your site.

Strength: The enterprise standard. Broad engine coverage, conversation-level analytics, and reporting a team can hand to a board without translating it first.

Weakness: Priced for teams with budget. A solo operator pays for depth they will not open.

Pricing: Enterprise tier, pricing on request. No public self-serve price was published as of June 2026.

Peec AI

Peec AI tracks your prompts across the major engines and puts your visibility next to your competitors on one screen, with per-country depth that suits global and multilingual brands.

Strength: Built for agencies and mid-market in-house teams. Strong competitor comparison and a friendlier door than the enterprise tools.

Weakness: Less depth than Profound on agent traffic and source-graph analysis. It answers where you stand, less so exactly why.

Pricing: Paid monthly subscription, mid-market tier. Confirm the current figure on the vendor site before you budget.

Otterly AI

Otterly AI is lightweight prompt monitoring across the major engines, built to answer one blunt question: am I in the answer at all?

Strength: The cheapest serious entry point, near the price of a single team lunch each month. Quick to set up, easy for a small team to absorb.

Weakness: Shallow on source analysis and board-grade reporting. You will outgrow it the week you need granular data.

Pricing: Low-cost monthly subscription, the budget pick. Verify the current entry figure before you commit.

Ahrefs Brand Radar

Ahrefs Brand Radar tracks brand mentions and visibility across AI answers as a module inside the Ahrefs suite, with custom prompt tracking across engines like ChatGPT, Gemini, and Perplexity.

Strength: Convenient if you already pay for Ahrefs. No second login, no second invoice, and it sits next to your backlink and keyword data.

Weakness: A module, not the core product, so prompt control and engine depth lag the specialist monitors.

Pricing: Included with or added to an Ahrefs plan. Module availability depends on your tier.

Semrush AI Toolkit

The Semrush AI Visibility Toolkit adds AI-visibility and brand-mention tracking to the Semrush platform, alongside the SEO tooling teams already run there.

Strength: Good enough for straightforward tracking if Semrush is already your stack, with everything in one dashboard.

Weakness: The same add-on trade-off as Ahrefs: breadth over depth against a dedicated monitor.

Pricing: Available as a standalone toolkit per domain or on top of a Semrush subscription. Confirm toolkit access on your plan.

Content and extractability optimizers

These grade a page on how cleanly an engine can lift an answer from it: direct-answer blocks, question headings, schema, cited statistics. Some SEO suites ship this as a module rather than a standalone product.

Strength: They fix the half of AEO you fully control, fast and cheap.

Weakness: They cannot build the off-site corroboration that decides which structured source an engine actually quotes, so on their own they solve at most half the problem.

Pricing: Varies widely. Many are bundled into existing SEO subscriptions.

Newer entrants (Scrunch, Goodie)

Scrunch, Goodie, and a steady stream of newcomers offer prompt monitoring and visibility tracking from companies that did not exist a year ago.

Strength: A young, fast-moving category means a newcomer can be the sharpest fit for one narrow need today.

Weakness: Feature sets and pricing shift quarter to quarter. Trial them against your own prompts before you sign anything.

Pricing: Early stage, mostly subscription. Check current terms directly.

Pick the tool that matches the gap you actually have, then spend what you saved on the coverage that sets the alarm off.

Diagnose the gap first, then buy to it. If you do not yet know whether you are quoted, start with a multi-engine monitor: Profound when you have budget and need depth, Peec AI for agency-grade comparison, Otterly AI when cost is the only constraint. If you already pay for Ahrefs or Semrush, switch on their AI module before you buy a second invoice. If your pages are poorly structured, add a content optimizer. And if your structure is already clean and you are still not being quoted, no platform fixes that. The missing piece is off-site authority, which is a service problem wearing a software costume.

Only ~11% of domains are cited by both ChatGPT and Perplexity.
A tool watching one engine reads one weather station. Multi-engine coverage is not a premium feature; it is the minimum viable signal. 5W PR, May 2026 synthesis.

84% of AI citations come from earned media, not brand-owned pages.
No dashboard can earn that coverage for you. A platform tells you you’re missing the ship. Getting cited requires building one worth announcing. Muck Rack, May 2026.

Brand web mentions correlate with AI visibility at 0.656 to 0.709 across engines; backlinks land at only 0.218. The metric a platform should help you grow is mentions, not links. Ahrefs study of 75,000 brands, December 2025.

Almost 62% of AI citations are ghost citations.
Your site is linked as a source, your brand never named in the answer. The gap between cited and recommended is exactly the job a good auditor closes. Semrush with Kevin Indig and Growth Memo, June 2026.