What are the best AEO tools in 2026?

Enterprise suites are built for brand teams at companies with dedicated search organizations. They cover many engines and many markets, add competitive intelligence, and price accordingly — typically twelve thousand dollars a year and up, on an annual commitment.

Low-cost trackers solve the awareness question cheaply. You add a handful of prompts, they run daily, and you get a mention count per engine. For a founder who simply wants to know whether ChatGPT has heard of them, that is enough.

Attribution platforms sit between the two. They carry the measurement layer of a monitoring tool and add the join to CRM pipeline, which is the part that survives a budget review. This is the tier Attribufi was built for.

• Enterprise suites: widest coverage, highest price, annual contracts.
• Trackers: cheapest, fastest to deploy, no revenue reporting.
• Attribution platforms: mid-market price, CRM join, exec-ready reporting.

Almost every vendor now claims multi-engine coverage, so the differentiators have moved elsewhere. Ask whether engines are reported separately or averaged into one number, whether you can freeze and version your own prompts, and what happens to the data after it is collected.

The table below reflects publicly documented capabilities as of September 2026. Vendors ship quickly, so confirm anything decision-critical on a call.

• Profound — broad engine and market coverage, strong competitive data, enterprise pricing, no CRM pipeline join.
• Evertune — brand-perception focus with model-level analysis, enterprise pricing and onboarding.
• Peec AI — clean multi-engine tracking for small teams, mention and sentiment reporting, no attribution layer.
• Otterly — lowest entry price, prompt-level monitoring, limited history and no revenue reporting.
• Attribufi — five engines, your own versioned prompt battery, prominence and sentiment scoring, GA4 and CRM attribution, from $49/mo.

Buying without a baseline is the common mistake. If you do not know your current share of voice, every vendor demo looks equally impressive and you have no way to judge whether month two was better than month one.

A practical sequence takes about a week of elapsed time and very little effort.

• Day 1: run a free grader to get a baseline score and a competitor set.
• Day 2: write the 30 buyer prompts that actually matter to your pipeline.
• Days 3-4: demo two vendors from different tiers, not two from the same tier.
• Day 5: ask each to run your exact 30 prompts and send the raw output.
• Week 2: pilot the one whose raw output you trust, not the best dashboard.

A spreadsheet plus a monthly manual run is a legitimate starting point at very small scale. It breaks the moment you need weekly runs across five engines with retained history, because the volume reaches thousands of answers a month and hand-collection stops being honest work.

The practical threshold is reporting. As soon as someone above you asks for a number on a recurring basis, you need a system that produces the same number the same way every week.