The AEO tools market has exploded in 2026. Most tools track whether you're being cited. Very few tell you why you're not — or fix it. Here's an honest comparison of every category, with real pricing and what each is actually for. Whether you're wondering how to get cited by ChatGPT, why your business isn't showing up in Perplexity answers, or which AEO software is best for small businesses — this guide covers it.
If your organic traffic is dropping, you already know why: your customers are asking ChatGPT, Claude, and Perplexity for recommendations — and getting direct answers that cite your competitors. The question is what to do about it.
There are three categories of AEO tools in 2026. Understanding which category you need is more important than picking within a category. Citation trackers tell you whether you're appearing in AI responses. Enterprise platforms add share-of-voice monitoring and reporting at scale. AEO agencies do the whole optimization program for you on a monthly retainer. Each serves a different need and a different budget.
SIGNALS isn't a tool you operate — it's a done-for-you service built on our own peer-reviewed research analyzing 2M+ AI citations. The products below are software you run yourself: you read the data, decide what to change, and do the work.
We've deliberately kept SIGNALS out of the table so the comparison stays honest — a service and a piece of software aren't the same purchase. If you'd rather hand the whole thing off than operate a tool, that's our free visibility assessment — you can request a free visibility assessment any time.
| Tool | Category | Price | Engines covered | Best for |
|---|---|---|---|---|
| Otterly AI | Tracker | $29/month | Multiple engines | Entry-level citation monitoring |
| Peec AI | Tracker | $89/month | 6 engines | Agency citation reporting |
| Profound | Enterprise tracker | $399/month | 10+ engines | Enterprise share-of-voice monitoring |
| Scrunch | Technical tracker | $300/month | 5 engines | Technical AEO teams |
| AEO Agencies | Managed service | $2,000–$15,000/month | Varies by program | Enterprise, fully managed |
Otterly is the most accessible citation tracker in the market. You enter your brand name and key queries, and it monitors whether your brand appears in AI responses across multiple engines. Good for establishing a baseline and tracking directional trends.
Peec tracks brand mentions across 6 AI engines and is well-designed for agencies managing multiple client brands. Better reporting than Otterly, higher price point.
Profound is the most comprehensive enterprise AEO platform in 2026, tracking citation share across 10+ AI engines with serious reporting infrastructure. Built for teams with dedicated AEO programs and budgets to match. The $99/month entry tier is essentially a demo — real coverage starts at $399/month.
Scrunch AI is a technical AEO tracker for teams that want to monitor brand citations across ChatGPT, Claude, Gemini, Perplexity, and Google AI, with site audits that flag some of the structural reasons you're being skipped. It partially diagnoses why — but it stops there: it doesn't generate the page-specific fixes or apply them to your CMS, so the actual rewriting is still on you.
AEO agencies handle the full optimization program: content strategy, page restructuring, schema implementation, link building, and ongoing monitoring. The ongoing work is real — Alignment (new content matching how buyers prompt AI) and Substantiation (off-site authority) genuinely can't be automated, and they're what actually gets you chosen over competitors. The question is scope and price.
The market is also full of traditional SEO agencies that have rebranded as "AEO specialists" without materially changing their work. The $1,500/month "AEO" retainers are typically just SEO content with AEO language applied. Real AEO optimization starts around $3,000–$6,000/month at specialist agencies.
The right tool depends entirely on what problem you're trying to solve:
If you want to monitor citation trends over time — Otterly AI at $29/month is the most accessible entry point. Add Peec if you need multi-brand agency reporting across 6 engines.
If you're an enterprise with a dedicated AEO program and need 10+ engine coverage — Profound at $399/month is the most comprehensive platform. Scrunch is the better fit if your priority is technical site audits alongside tracking.
If you have budget for a fully managed program and don't want to touch it internally — an AEO agency makes sense, but be careful to pick one with genuine AEO expertise rather than rebranded SEO services.
If you'd rather have the diagnosis and optimization work done for you than operate a tool yourself — that's a done-for-you service rather than software. SIGNALS works this way, built on our own peer-reviewed research. The simplest way to see where you stand is to request a free visibility assessment.
It depends on what you need. For enterprise citation monitoring across 10+ engines, Profound at $399/month is the most comprehensive platform. For affordable entry-level tracking, Otterly AI at $29/month is the easiest place to start. For agencies reporting across multiple client brands, Peec AI at $89/month covers 6 engines. If you'd rather have the optimization work done for you than operate a tool yourself, that's a done-for-you service like SIGNALS rather than software you run.
Entry-level citation trackers start at $29/month (Otterly AI). Mid-tier agency trackers run $89/month (Peec AI). Technical trackers run around $300/month (Scrunch). Enterprise platforms run $399/month (Profound). AEO agencies charge $2,000–$15,000/month for managed services. Done-for-you services are scoped per engagement rather than sold as fixed tiers.
AEO trackers tell you whether your brand appears in AI responses — they measure the symptom. Optimization addresses the cause: which of the four RAG pipeline stages a page is failing at (Retrieval, Parsing, Ranking, Generation) and what structural changes fix it. Trackers measure; optimization changes the page so it becomes readable and quotable to AI.
A tool is software you operate yourself — you read the data, decide what to change, and do the work. A service does the work for you. If you have the time and an in-house team, a tracker plus your own optimization process is the cheapest route. If you'd rather hand off the diagnosis and the optimization entirely, that's a done-for-you service. SIGNALS operates as a service built on our own peer-reviewed research rather than as a tool you run — the best starting point either way is a free visibility assessment.
SIGNALS isn't a tool you run — it's a done-for-you service built on four peer-reviewed research studies analyzing 2M+ AI citations rather than correlation-based heuristics. The same research powers the diagnosis: it identifies which of the four pipeline stages a page is failing at, and then the optimization work is done for you rather than handed back as a report. The tools on this page are software you operate yourself; SIGNALS is the work done for you.
They serve different purposes. A tracker like Otterly AI monitors whether your citation frequency improves over time — it's measurement. Optimization fixes the structural issues that prevent AI citation in the first place. Running a tracker without fixing the underlying issues just gives you data showing you're still not being cited. If you'd rather have the fixing done for you instead of running an in-house workflow, that's where a service like SIGNALS comes in.
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