Aeo Platforms

• Answer Engine Optimization (AEO) concerns whether AI answer engines name and cite your brand when a buyer asks a question.
• Fit depends on the job, not the logo.
• The sharpest divide in this category is between tools that measure citations and tools that act on them.
• A credible tracking loop covers prompt selection, multi-engine querying, answer extraction, citation parsing and longitudinal tracking.
• Published entry prices vary widely. For instance, according to Scrunch's 2026 AEO/GEO tools guide, only Scrunch and Adobe LLM Optimizer offer AI-optimized content delivery for LLMs among the tools it lists.

Answer Engine Optimization (AEO) concerns whether AI answer engines name and cite your brand when a buyer asks a question. Traditional SEO optimizes for clicks on a ranked list, while Generative Engine Optimization (GEO) focuses on earning credibility inside generated text. Microsoft's January 2026 guide frames the split plainly:

• SEO drives clicks
• AEO drives clarity through enriched real-time data
• GEO builds credibility through an authoritative voice

TechRadar describes the category as four jobs: tracking visibility, finding prompts, showing trusted sources, and creating content, according to TechRadar's tested review. Most tools cover the first two. Fewer cover the last. According to TechRadar's tested review of AEO tools, HubSpot's AEO tool launched in April 2026, built on technology from xFunnel, an Israeli startup HubSpot acquired in late 2025.

Fit depends on the job, not the logo. Conductor, Semrush, Profound, Otterly.AI, Writesonic, Athena, Evertune, Surfer SEO, Peec AI and xSeek appear on Conductor's 2026 enterprise list, but a list is not a fit test. Enterprise buyers should prioritize governance and multi-brand reporting.

Agencies should check whether a tool supports multiple client workspaces. Mid-market SaaS teams usually need prompt tracking tied to buying-stage queries, plus a clear path from insight to published content. Scrunch's guide notes that only Scrunch and Adobe LLM Optimizer offer AI-optimized content delivery among the tools it lists, according to Scrunch's 2026 tools guide, which is a useful filter if you need content delivery rather than dashboards.

According to TechRadar, HubSpot's AEO tool includes a free 28-day trial, pulls real buyer prompts from CRM data (locked to Pro/Enterprise plans), and caps the standalone version at 25 prompts monthly.

The sharpest divide in this category is between tools that measure citations and tools that act on them. A monitoring-only platform tells you that Perplexity cited a competitor on a purchase query. A fix-and-publish platform also generates or updates the page that could earn that citation.

Fastlook's Page Engine follows the second model, auto-generating AEO-optimized pages with structured data, sitemaps and llms.txt for WordPress, Webflow and Shopify, at 50, 120 or 200 pages per month by plan. None of this removes the need for editorial judgment. Monitoring-only tools are cheaper to start with, but the gap between an insight and a published answer is where most teams lose the citation.

A credible tracking loop covers prompt selection, multi-engine querying, answer extraction, citation parsing and longitudinal tracking. LLM Pulse's guide describes a weekly cadence as the practical sweet spot. Check whether a vendor reports citations, brand mentions, sentiment and prompt coverage separately, because they answer different questions.

Profound claims to track major engines daily across more than 1.9B real prompts, according to Profound's platform review. That is a self-reported figure, so verify prompt volume and engine coverage in a trial before relying on it.

Published entry prices vary widely. Writesonic's Professional (GEO) plan starts at $249/mo ($199/mo billed annually), Otterly.AI starts at $29/mo and Peec AI at $95/mo ($80 yearly), according to Writesonic's 2026 roundup. Semrush's AI Visibility Toolkit is a $99/mo add-on, with the Semrush One bundle starting at $199/mo, and Ahrefs Brand Radar starts at $199/mo per AI index, per the same source. Read the add-on line items: per-engine fees, prompt caps and per-index charges can double a headline price. HubSpot's AEO tool, launched April 2026 on technology from xFunnel, includes a free 28-day trial and caps its standalone version at 25 prompts monthly, according to TechRadar.

Prices are as published by the cited roundup and may have changed; confirm current pricing with each vendor.

AEO tool coverage should match the engines where your buyers actually ask questions. ChatGPT, Perplexity, Gemini, Google AI Overviews and Claude are the engines most teams name, but tools differ in which engines they query and how often.

According to Frase's summary of Pew Research data, 65% of U.S. adults say they at least sometimes come across AI summaries in search results. Ask each vendor for a per-engine coverage list, and test a sample of your own buying prompts across those engines before signing. Where a vendor's coverage page is vague, treat that coverage as unverified.

Start with a trial, not a vendor chart. Pull the prompts the sales team hears, run them through each shortlisted tool, and compare the citations returned against manual checks in ChatGPT and Perplexity. Verify whether prompt data comes from real buyer behavior or from synthetic lists.

According to TechRadar, HubSpot's AEO tool pulls real buyer prompts from CRM data, but only on Pro and Enterprise plans, and that differs materially from generated prompt lists. Score each vendor on coverage, prompt volume, citation accuracy and whether it publishes or only reports. The strongest signal in a trial is whether the tool moves a citation that can be measured within weeks, not whether its dashboard looks complete.

Related guides

• Citation Submission Costs: What You Actually Pay Per Listing
• Local Citation Services: Build NAP Consistency That AI
• Citation Strategy for SaaS: Get Cited by AI Engines