



Answer engine optimization has two halves: measuring how AI answers treat your brand, and changing the content and sources behind those answers. Most tools are strong at one half and light on the other.
We sorted ten AEO tools by what they actually do. Some only track; others help you change pages. You’ll also find a 30-day AEO workflow and our own data on which pages AI engines cite.
An AEO tool is software that measures and improves how your brand appears in AI-generated answers. It applies answer engine optimization to engines such as ChatGPT, Google AI Overviews, Google AI Mode, Gemini, Copilot and Claude.
Vendors use the labels loosely. Roughly:
| Label | What it usually means |
|---|---|
| AEO tracker or AEO tracking software | Runs your prompts on a schedule and reports where you and your competitors get mentioned or cited. |
| AEO software or AEO platform | Adds diagnosis and fixes, such as content briefs, page audits and prioritized tasks. |
| AEO analysis software | Focuses on why answers look the way they do, for example which sources and sub-queries drive them. |
Our glossary entry on AEO tracking explains the core metrics in more detail.
A tracker tells you where you stand. A platform goes on to the harder questions: what should we change, and did it work?
Tracking is the shared base. It records which prompts and engines mention or cite you, plus sentiment and competitor share of voice.
Diagnosis explains the answers. It shows which sources and pages AI engines rely on, and which sub-questions they search.
Optimization is where tools split. It means content briefs, page rewrites, technical audits and outreach to cited sites.
Measurement then closes the loop: you re-run the same prompts after a change and link the results to AI traffic.
If you already have a content team and an SEO suite, a tracker may be enough. If your bottleneck is turning data into published fixes, pay for the optimization half.
There is evidence that it can. The GEO paper, accepted to KDD 2024, found that targeted content changes can raise visibility in generative engine responses by up to 40%.
Google’s guidance points the same way, minus the tricks. Its AI features documentation says a page only needs to be indexed and eligible for a snippet.
Google adds that no special optimizations are needed. In a May 2025 Search Central post, it advises site owners to provide unique, satisfying content.
So judge an AEO tool by what it shows you. You want the prompts you lose, the sources that win them and the pages to fix first. Be wary of any tool that promises a hack.
We reviewed each vendor’s product and pricing pages in October 2026. Then we asked five questions of every tool.
| Tool | Focus | Best for | Coverage |
|---|---|---|---|
| Ansvisor | Tracking and optimization | Open-source AEO that ends in briefs and audits | Seven engines, with Claude on Enterprise plans |
| Profound | Tracking and optimization | Enterprise AEO | Up to nine engines and an AI Marketer for content |
| Conductor | Tracking and optimization | Enterprise SEO teams | ChatGPT, Gemini, Copilot and Claude |
| Writesonic | Tracking and optimization | Content-led teams | Tracks eight AI platforms daily |
| Semrush AI Visibility Toolkit | Tracking plus SEO tools | Semrush users | Five engines |
| HubSpot AEO | Tracking with recommendations | HubSpot users | Three engines (ChatGPT, Gemini, Perplexity) |
| Otterly.AI | Tracking with audits and briefs | Small budgets | Four engines plus add-ons |
| Peec AI | Tracking with recommendations | Marketing teams and agencies | ChatGPT, Perplexity, Gemini, AI Mode and Copilot |
| Ahrefs Brand Radar | Tracking and research | AEO prompt research at market scale | AI Overviews, AI Mode, ChatGPT, Gemini, Perplexity, Copilot and Claude |
| AirOps | Optimization first | Content teams that publish and refresh at scale | ChatGPT on Solo, 7+ answer engines on Pro |
Best for: teams that want open-source AEO tracking that ends in briefs and a prioritized task list.
It runs prompts with estimated volumes across ChatGPT, AI Overviews, AI Mode, Gemini, Perplexity and Copilot. Claude tracking is available on Enterprise plans. Each answer’s mentions and citations are stored, along with the competitors it names.
For fixes, content intelligence turns gaps into briefs and a site audit scores pages. Query fan-out shows the sub-questions engines search, and an Action Center lists the next tasks.
Pricing: engine coverage and the number of briefs and audits differ by plan. See the pricing page.
Strengths
Limitations
Best for: enterprise teams that want AEO tracking and AI-drafted content under one contract.
Profound tracks up to nine engines on Enterprise. It adds citation analytics and sentiment, plus Prompt Volumes. Its AI Marketer creates and stages content and campaigns for approval.
Pricing: a free trial runs 50 prompts daily for 7 days on three engines. Enterprise pricing is custom.
Strengths
Limitations
Best for: enterprise SEO teams that want AEO inside an established search and content platform.
Conductor Intelligence tracks visibility in classic search and in ChatGPT, Gemini, Copilot and Claude. Conductor Creator generates and optimizes content for search and LLMs.
Conductor Monitoring watches how AI bots crawl your site around the clock. Turnkey Content and Technical agents automate the workflow, with APIs and an MCP server for your own tooling.
Pricing: see the vendor’s pricing page, or contact sales.
Strengths
Limitations
Best for: content-led teams that want rewrites and outreach in the same tool as their tracking.
Writesonic says it tracks 8 AI platforms daily, with logos including ChatGPT, Claude, Gemini, AI Overviews, Copilot and Perplexity. An Action Center ranks gaps by impact.
A content agent rewrites pages for generative engines. An outreach feature finds the Reddit threads, videos and listicles that cite competitors. Fixes are reviewed at day 14 and day 28.
Pricing: a 7-day free trial is available. See the vendor’s pricing page.
Strengths
Limitations
Best for: Semrush users who want AEO tracking next to the keyword research and site audit tools they already use.
The Semrush toolkit covers ChatGPT, Perplexity, Gemini, Google AI Mode and AI Overviews, according to Semrush. Prompt Research works like keyword research for AI prompts.
For optimization, Brand Performance adds AI-generated recommendations. Site Audit flags issues that block AI crawlers.
Pricing: $99 per month as an add-on, with 25 tracked prompts and no free trial.
Strengths
Limitations
Best for: HubSpot customers who want AEO tracking close to their CRM and content tools.
HubSpot AEO, in beta, tracks ChatGPT, Gemini and Perplexity. It reports a brand visibility score, sentiment from -100 to +100, competitor share of voice and cited domains.
Its recommendations suggest actions such as updating a page, posting on LinkedIn or contacting third-party sites. Marketing Hub Pro and Enterprise add CRM-powered recommendations.
Pricing: $50 per month, or $45 per month billed annually, for 25 prompts. A free trial tracks 25 prompts with no credit card.
Strengths
Limitations
Best for: small teams that want an affordable AEO tracker with audits and briefs.
Otterly.AI includes ChatGPT, Google AI Overviews, Perplexity and Copilot on every plan. Gemini, AI Mode and Claude are add-ons.
Past tracking, it offers prompt research, a content audit with crawlability checks, content briefs and on-page recommendations.
Pricing: from $29 per month for 15 prompts, with a free trial.
Strengths
Limitations
Best for: marketing teams and agencies that want a focused AEO tracker with clear next steps.
Peec AI tracks visibility and position across ChatGPT, Perplexity, Gemini, AI Mode and Copilot, and it scores sentiment too. It shows which sources AI answers cite.
Its recommendations lean off-site, such as earning reviews or joining relevant discussions.
Pricing: depends on how many prompts and models you track, and how often. See the vendor’s pricing page.
Strengths
Limitations
Best for: AEO prompt research at market scale before you build your own prompt set.
Ahrefs Brand Radar says its index holds over 475 million monthly prompts. It covers AI Overviews, AI Mode, ChatGPT, Gemini, Perplexity, Copilot and Claude.
Custom prompts track your own questions, including fan-out queries. The citation view shows which pages to target for new mentions.
Pricing: small custom prompt allowances on paid Ahrefs plans, plus a paid index add-on. See the vendor’s pricing page.
Strengths
Limitations
Best for: content teams that need to publish and refresh many pages with human review.
AirOps pairs a content platform with a hands-on strategy team. It researches content, then publishes and refreshes it, with brand kits, knowledge bases and approval steps along the way.
Its pricing page lists ChatGPT insights on Solo and insights across 7+ answer engines on Pro.
Pricing: based on task volume. See the vendor’s pricing page.
Strengths
Limitations
We track prompts about AI search across ChatGPT, Google AI Overviews, Google AI Mode, Gemini, Copilot and Perplexity. We also log which of our own pages get cited.
Source: Ansvisor tracking data, September 15 to October 14, 2026.
For AEO work, that points one way. Find the few page types engines already trust, then improve and extend those first. A good AEO tool should show you the same split for your own site.
In week 1, set a baseline. Track 25 to 50 buyer prompts in the engines your buyers use, plus three to five competitors.
In week 2, list the prompts where competitors are cited and you aren’t. Note the source pages that win them.
In week 3, update or create the pages behind your top five gaps. Lead with direct answers and current facts.
In week 4, run the same prompts again and compare mention and citation rates with week 1.
Measure outside the tool too. Search Console’s generative AI performance reports show impressions in AI Overviews and AI Mode by page.
For page-level tactics, read how to optimize content for answer engine optimization.
For the wider market, see the best AI visibility tools and trackers that cover many LLMs.
Prompt monitoring with volumes shows which buyer prompts you win and lose in each engine.
Content intelligence turns those gaps into briefs. Before you edit, the AI visibility site audit checks the pages you plan to fix.
An AEO tool measures and improves how your brand appears in AI answers from engines like ChatGPT, Google AI Overviews and Gemini. It tracks which prompts mention or cite you, and the better tools also suggest content and technical fixes.
It depends on your team. Ansvisor covers tracking and content fixes in one open-source platform. Otterly.AI, Peec AI and HubSpot AEO are quick, affordable trackers. Profound and Conductor suit enterprises, while Writesonic and AirOps suit content-led teams.
An AEO tracker runs a fixed set of prompts in AI engines on a schedule. It records whether your brand is mentioned or cited, which competitors appear and how results change over time.
A tracker reports where you stand in AI answers. A platform also helps you act: it produces content briefs or page audits, suggests rewrites or tasks, then re-checks the same prompts.
Usually yes. Google says pages must be indexed and eligible for a snippet to appear in AI features, so crawlability and rankings still matter, and so do links. AEO tools add answer-level tracking on top.
Co-founder at Ansvisor
Cihan Geyik is the co-founder of Ansvisor, an open-source, cloud-ready AI Visibility platform for AI Search. With more than 15 years of experience in digital marketing and growth, he writes about AI visibility, AI search, AEO, GEO, citations, and answer engines. He focuses on helping brands understand and improve their presence across ChatGPT, Gemini, Perplexity, Google AI Overviews, and other AI-powered discovery platforms.
Each prompt you win brings more mentions, more citations and more buyers. Ansvisor keeps finding the next one.
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© 2026 Ansvisor. All rights reserved. Ansvisor is an open-source AI Search Intelligence Platform for AI Visibility. Ansvisor is a brand owned and operated by Empler AI Inc.
The open-source AI Search Execution Platform. Track how AI answers talk about your brand and act on it.
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