Vismore
Answer Engine Optimization (AEO) tools are reshaping how brands appear in AI search results across ChatGPT, Perplexity, and Google AI Overviews. This 2026 buyer’s guide compares the 8 best AEO platforms, including pricing, key features, strengths, limitations, and real use cases, to help you choose the right tool for improving AI visibility, citation share, and generative search performance.

Here's a number worth sitting with: ChatGPT now processes more than 2.5 billion prompts every day. Perplexity is growing faster than any search engine in history. Google AI Overviews now appear on roughly 70% of queries. And across all of these platforms, the answer is the destination — there is no page two, no organic carousel, no featured snippet to fight for. Either your brand is the answer, or a competitor is.
That's exactly what answer engine optimization (AEO) — sometimes called generative engine optimization (GEO) — is designed to fix. And it's why AEO tools have gone from a niche experiment in 2024 to a line item in nearly every serious marketing budget in 2026.
AEO tools do three things: they measure how often AI platforms mention and cite your brand, they show you where you're losing ground to competitors, and they help you act on that data — whether by improving your content, improving your technical infrastructure, or both. The right tool depends on your team size, your budget, and how far along you are in building an AI visibility strategy.
This guide covers the 8 top AEO tools available in 2026 — with verified pricing, real tradeoffs, and honest guidance on who each tool actually serves.
Tool | Core Positioning | Best For | Not Ideal For | Key Features | Use Cases | Strengths | Limitations |
|---|---|---|---|---|---|---|---|
Vismore | Full-stack AEO platform covering monitoring, optimization, content, and distribution in one system | Teams wanting end-to-end AEO workflow without multiple tools | Highly regulated enterprises needing strict compliance verification or ultra-deep infrastructure control | Answer Engine Insights, Optimizations engine, AI Content Studio, one-click publishing, Agent Analytics | Improving AI visibility, scaling AI-generated citations, closing content gaps, end-to-end AEO execution | True closed-loop AEO system, self-serve onboarding, fast time-to-value, integrated workflow from insight → action | Compliance/certification clarity for enterprise procurement; engine coverage not the most extensive at enterprise tier |
Scrunch AI | AI crawler infrastructure layer (CDN-based AXP) + visibility and attribution system | Teams needing technical AI crawler optimization and GA4 attribution of AI traffic | Budget teams, solo marketers, or teams needing built-in content creation | Agent Experience Platform (AXP), AI crawler optimization layer, share-of-voice tracking, GA4 AI attribution, persona/topic breakdowns | Optimizing site for AI crawler ingestion, tracking AI referral traffic, infrastructure-level AEO optimization | Unique CDN-layer AEO infrastructure, strong attribution capabilities, enterprise-grade technical positioning | Credit system complexity, limited optimization guidance, AXP locked behind enterprise tier, no content creation |
Profound | Enterprise-grade AI visibility + analytics + compliance platform with deep prompt intelligence | Large enterprises with compliance needs and advanced analytics requirements | Small teams, fast self-serve adoption, lightweight monitoring needs | Conversation Explorer (400M+ prompts), AI Agents, Opportunities engine, CMS integrations, enterprise analytics | Large-scale AI visibility tracking, regulated industry AEO, enterprise reporting and automation | Strongest enterprise credibility, deep prompt intelligence, HIPAA/SOC2 compliance, high funding and adoption | Expensive, steep learning curve, limited entry plan functionality, sales-led onboarding |
AthenaHQ | ROI-driven AEO analytics platform focused on measurable citation growth | Teams needing to justify AEO investment with measurable ROI | Teams needing built-in content publishing or full workflow automation | ACE (Citation Engine), Ask Athena copilot, GA4/Search Console integration, BI tool integrations | Proving AI visibility ROI, diagnosing citation gaps, tracking growth impact | Strong case studies with quantified results, clear diagnostic insights, strong analytics depth | No content creation, credit-based usage model, no traditional free trial |
Peec.ai | High-accuracy AI visibility monitoring via browser-simulation data collection | Teams prioritizing accurate citation tracking and global reporting | Teams needing content generation or execution workflows | Browser-simulated LLM monitoring, visibility/position/sentiment metrics, Looker Studio integration, unlimited seats | Competitive benchmarking, global brand visibility tracking, AI search reporting | Most accurate real-user simulation approach, unlimited seats, strong global language coverage | Monitoring-only (no execution layer), add-ons increase cost, limited enterprise compliance positioning |
Otterly.ai | Low-cost entry-level AEO monitoring platform | Teams testing AEO for the first time or budget-conscious marketers | Enterprise teams needing execution, automation, or content creation | Prompt monitoring, GEO audit, sentiment analysis, competitor tracking, multi-engine coverage | Basic AI visibility tracking, early-stage experimentation, lightweight benchmarking | Extremely low entry cost, fast onboarding, feature parity across tiers, strong review ratings | No optimization workflow, no content generation, limited enterprise compliance |
Semrush AI Visibility Toolkit | Add-on AI visibility layer inside existing Semrush SEO ecosystem | Existing Semrush users wanting incremental AI visibility insights | AEO-first teams or those needing deep prompt-level intelligence | Prompt database (213M+), SEO vs AEO gap analysis, brand visibility tracking | Bridging SEO and AI visibility, identifying ranking-to-citation gaps | Seamless integration into Semrush, massive dataset, strong for SEO-to-AEO transition analysis | Not AEO-native, directional (not precise) AI metrics, depends on existing Semrush subscription |
Conductor | Unified SEO + AEO platform combining traditional search + AI visibility workflows | Mid-market teams balancing SEO and AEO together | Pure AEO specialists needing deep AI-only analytics | AI visibility tracking, SEO + AEO integration, content workflow tools, Data API | Unified search strategy, bridging SEO rankings and AI citations, content optimization workflows | Strong hybrid SEO-AEO integration, mature platform, accessible pricing | Less specialized in AEO depth vs pure-play tools, weaker AI-specific analytics granularity |
Starting price: $99/month (Starter) · $199/month (Pro) · $399/month (Advanced) · Enterprise: custom
Free trial: 7 days
Self-serve signup: Yes
AI engines covered: ChatGPT, Gemini, Perplexity, and more
Most AEO tools force you to pick a lane. You get either monitoring or content, or tracking but no optimization workflow. Vismore is the exception — it's the only self-serve platform in the category built to handle the full AEO loop from a single dashboard.
The core of what makes Vismore different is its closed-loop architecture. Answer Engine Insights tracks brand visibility, citation share, average position, and prompt-level performance across major AI platforms. From there, Optimizations converts that data into a ranked action list — so your team spends less time staring at a dashboard wondering what to do next. AI Content Studio helps you produce the kind of answer-shaped, factually dense content that LLMs actually want to cite. One-click publishing pushes that content directly to high-authority channels — Reddit, Medium, LinkedIn, Quora — the very sources AI models preferentially pull from. And Agent Analytics monitors exactly how AI crawlers are interacting with your site, available on every plan including Starter.
A hands-on test documented by independent reviewers moved a SaaS brand from a 4% baseline mention rate to 18% across 50 tracked prompts in just seven days — all using Vismore's built-in workflow, with no external tools required.
The other thing that makes Vismore stand out is access. Signing up takes about 30 seconds, there's no mandatory demo or contract negotiation, and pricing is fully transparent. That combination — full-stack AEO capability at a self-serve price — is genuinely rare in this category. Vismore is cited in Google's own AI Overview as a top specialized AEO tool, which is a meaningful signal in a market where credibility is everything.
Where Vismore falls short. Teams with strict enterprise procurement requirements — SOC 2 before sandbox access, HIPAA — should verify whether Vismore's current certification status meets their checklist. Engine coverage is strong but may not yet match the broadest enterprise platforms.
Quick verdict. Vismore is the default recommendation for any team that wants serious AEO capability without a sales cycle or six-figure contract. If your bottleneck is moving from insight to action, this is the tool built for that problem.
Starting price: Core $250/month · Agency Core $500/month · Enterprise: custom
Free trial: 7 days
Self-serve signup: Core plan only
AI engines covered: 4 on Core (ChatGPT, Perplexity, Google AI Overviews, Copilot); 9+ on Enterprise
Scrunch sits in a category of its own when it comes to technical AEO. Its flagship differentiator is the Agent Experience Platform (AXP) — a CDN-layer tool that builds a machine-readable, code-light version of your site specifically for AI crawlers. When GPTBot or GoogleBot hits your domain, they see a version of your content optimized for extraction and citation. No other self-serve platform in the AEO space offers this level of infrastructure optimization.
Beyond AXP, Scrunch tracks share of voice and citation data across its covered platforms, breaks performance down by persona and topic, and provides an GA4 integration that actually attributes referral traffic back to AI platforms. For marketing teams that need to show leadership where AI-referred visitors are coming from and what they do on site, that attribution layer is genuinely valuable. Scrunch has raised $19 million across two rounds and holds a 4.6/5 rating on G2 across 50+ reviews.
Where Scrunch falls short. The prompt credit system is its most common friction point — tracking multiple engines against a fixed credit allowance depletes budgets faster than users expect. Reviewers also flag limited optimization guidance and no built-in content creation. The AXP feature, Scrunch's most compelling differentiator, remains an Enterprise add-on rather than included in the Core plan. Claude, Gemini, and other engines beyond the base four also require an Enterprise contract.
Not a fit for. Solo marketers, budget-conscious teams, or anyone who needs content creation built into the same platform.
Starting price: Starter $99/month (ChatGPT only, 50 prompts) · Growth $399/month · Enterprise: $2,000–$5,000+/month
Free trial: None
Self-serve signup: No (sales call required)
AI engines covered: 10+ platforms
Profound is the most well-funded and most credentialed platform in the AEO category — $58.5 million raised from Khosla Ventures, Kleiner Perkins, and Sequoia, G2 Winter 2026 Leader status, and a client roster that reads like a Fortune 500 roll call (MongoDB, Figma, Ramp, Docusign, Zapier). It recently achieved a $1 billion valuation, making it the first unicorn in the AEO software space.
What justifies that weight is the depth of the platform at scale. Profound's Conversation Explorer surfaces over 400 million real user prompts — so instead of only tracking the prompts you already know to track, you discover the ones you didn't know existed. The Opportunities panel generates specific named actions: journalist contacts, subreddit threads, content gaps. And the Agents feature creates and publishes AEO-optimized content with human-in-the-loop review, integrated with CMS platforms including WordPress, Sanity, Webflow, and Contentful.
For regulated industries — healthcare, financial services, pharmaceutical — Profound's HIPAA compliance certification and SOC 2 Type II attestation make it one of the only viable enterprise AEO options.
Where Profound falls short. The Starter plan is deliberately throttled to make the Growth plan look necessary — and it is. Real functionality begins at $399/month with only three engines and three articles per month of content generation. Full enterprise capability requires a custom contract. The platform has a steep learning curve, and non-technical marketers consistently report needing dedicated analyst support to get full value from the dashboards.
Not a fit for. Anyone who wants to test the platform tonight, or any team without the budget or headcount to operationalize a complex enterprise tool.
Starting price: $95 first month (introductory), then $295/month · Enterprise: custom
Free trial: No (introductory discount instead)
Self-serve signup: Yes
AI engines covered: 8 LLMs on Self-serve
Backing: Y Combinator; engineering team from Google and DeepMind
AthenaHQ occupies a distinctive position in the AEO market: it has the strongest documented case study evidence of any platform in the category. Rootly achieved roughly 10x citation rate growth using AthenaHQ's workflow. Lago saw a 50% increase in demo requests from AI search. Gruns grew share of voice from 2.0% to 12.6% in 60 days. If your leadership team needs hard numbers before committing budget to AEO investment, those are the receipts.
The platform's differentiation goes beyond marketing claims. AthenaHQ's ACE (Athena Citation Engine) technology analyzes the specific passages and sources AI models pull from in your category, then tells you exactly what to fix — on-page and off-page — without generic advice. Ask Athena, its AI copilot, lets teams ask plain-language questions like "Why is my competitor ranking above me on ChatGPT for project management prompts?" and receive data-backed answers drawn from real-time AEO and GEO metrics. The platform also integrates natively with GA4, Google Search Console, and Shopify, and enterprise plans support Tableau, Power BI, and Looker for BI-grade analytics.
The credit-based pricing model is worth understanding before committing. The self-serve tier includes 3,500 credits per month, and each action — like analyzing an AI prompt response — consumes credits. Teams with high query volumes can burn through allowances faster than expected, making cost predictability a consideration.
Where AthenaHQ falls short. There's no native content creation or publishing tool; execution happens outside the platform. The credit model can make monthly costs harder to predict at scale. And the absence of a traditional free trial makes the introductory-month discount the only low-risk entry point.
Not a fit for. Teams that need a self-contained monitoring-to-publishing workflow, or agencies that need a public API on standard plans for cross-platform reporting.
Starting price: Starter $89/month · Pro ~$212/month · Advanced ~$530/month
Free trial: 7 days
Self-serve signup: Yes
AI engines covered: ChatGPT, Perplexity, and Google AI Overviews on all plans; Gemini, Claude, DeepSeek, Grok available as add-ons (~€20–30/month each)
Peec.ai is built around one insight that most monitoring tools get wrong: what you see in an AI-generated answer and what an API call returns are often different things. Rather than querying LLMs directly via API, Peec simulates real browser sessions to capture exactly what an actual user sees on ChatGPT or Perplexity. That methodology produces the most accurate citation data in the category, and it's a meaningful advantage when you're making content decisions based on competitive visibility.
The platform tracks three core metrics at the prompt level — visibility (how often your brand appears), position (where in the answer it appears), and sentiment (whether the framing is positive, neutral, or negative). Looker Studio integration on Advanced and above lets teams combine Peec's AI visibility data with Google Analytics and Search Console metrics in one consolidated view — an underrated feature for teams that need AI and traditional search performance in the same dashboard.
The unlimited-seat model is the other major differentiator. Agencies with 15-person marketing teams or enterprise brands running cross-functional programs don't pay per user, which can translate to meaningful cost savings compared to platforms that charge on a seat basis. Peec has raised over $30 million, is adding approximately 300 customers per month, and serves Wix, Chanel, ElevenLabs, Axel Springer, and TUI, among others.
Where Peec falls short. Peec is purpose-built for monitoring, which means there's no content generation, no optimization workflow, and no crawler log analysis built in. Adding engines beyond the three included in base plans pushes the effective monthly cost significantly higher for teams that need broad multi-platform coverage. And unlike Profound, Peec does not publicly list SOC 2 Type II certification, which can create procurement friction at some enterprise organizations.
Not a fit for. Teams that need an end-to-end workflow from insight to published content, or organizations with stringent North American enterprise security requirements.
Starting price: Lite $29/month (15 prompts) · Standard $189/month (100 prompts) · Premium $489/month (400 prompts)
Free trial: 14 days, no credit card required
Self-serve signup: Yes
AI engines covered: ChatGPT, Perplexity, Google AI Overviews, Gemini, Copilot, Google AI Mode (all six on every tier)
Otterly.ai is the anti-enterprise AEO tool — and that's a genuine compliment. At $29/month for 15 tracked prompts across six AI engines, with a 14-day free trial that requires no credit card, it offers the lowest-friction entry into meaningful AI visibility monitoring in the entire category. You can be up and running in under an hour, with no technical expertise required.
What makes Otterly more than just cheap is the feature parity across tiers. Every plan — Lite, Standard, and Premium — gets the same full toolkit: prompt monitoring, brand visibility indexing, competitor benchmarking, sentiment analysis, citation tracking, and the GEO Audit feature that analyzes 25+ on-page factors and delivers SWOT-style optimization recommendations. No bait-and-switch, no advanced features hidden behind expensive plans. The company serves over 20,000 marketing and SEO professionals across 40+ countries, and its Semrush App Center integration lets existing Semrush users layer in AI visibility data without switching platforms.
Where Otterly falls short. Otterly is a visibility measurement tool, not an optimization system. It shows you the gap — it doesn't close it. There's no content generation, no optimization workflow, and no strategy layer built in. The platform also lacks SOC 2 compliance documentation, which rules it out for enterprise procurement in regulated industries. And for large agencies managing dozens of clients, the per-prompt pricing model gets expensive fast at meaningful scale.
Not a fit for. Teams looking for content creation or a built-in optimization workflow, or enterprise organizations with compliance requirements.
Starting price: $99/month per domain add-on (requires an active paid Semrush subscription; effective entry cost ~$239/month combined)
Free trial: Follows Semrush trial terms
Self-serve signup: Yes (for existing Semrush customers)
Semrush's AI Visibility Toolkit is the lowest-friction AEO upgrade available for teams already invested in Semrush's SEO platform. Your team knows the interface, your historical SEO data is already in the dashboard, and layering in AI citation tracking requires no new vendor onboarding, no procurement cycle, and no migration headache.
The strategic advantage specific to this tool is the SEO-to-AEO gap analysis. The Toolkit surfaces prompts and keywords where your brand ranks on traditional Google results but fails to appear in AI-generated answers — a disconnect that turns out to be far more common than most marketing teams expect. With over 213 million prompts in its database, it also gives you scale for discovering AI search demand that purpose-built AEO tools with smaller prompt libraries can't match. For teams building a business case for AEO investment, showing leadership how much traditional SEO visibility is failing to translate into AI visibility is a compelling starting point.
Where Semrush falls short. The AI Visibility Toolkit is an SEO tool with AEO features, not the other way around. It operates at the keyword level rather than the prompt level, which limits the depth of AI-specific analysis. Semrush itself describes its AI visibility signals as directional rather than precise measurements. And the effective entry cost — Semrush subscription plus the $99 add-on — makes it expensive if AEO is your primary need and you're not already getting value from the core platform.
Not a fit for. AEO-first buyers without an existing Semrush subscription, or teams needing prompt-level intelligence and optimization playbooks.
Starting price: From $59/month · Plans scale to $499/month based on prompt volume and content generation limits
Free trial: 7 days
Self-serve signup: Yes
AI engines covered: ChatGPT, Perplexity, Google AI Overviews, and more
Conductor is the only tool on this list that was built as a serious SEO platform first, and has organically extended into AEO — without the awkward bolt-on feel that afflicts most legacy SEO tools trying to catch up to the AI search era. The result is an unusually complete picture: traditional rank tracking, backlink data, and site audits sitting alongside AI visibility monitoring, citation analysis, and content production workflows in a single, unified interface.
For marketing teams that still need to care about Google rankings — which, in 2026, is still most of them — Conductor avoids the cognitive overhead of running parallel platforms with separate data pipelines. The Data API lets teams pull visibility and performance data into their own reporting tools and dashboards. Content creation workflows connect directly to visibility insights, so when you identify a gap in AI citation coverage, you can brief and draft a fix without leaving the platform.
The pricing range ($59–$499/month) also makes Conductor one of the few tools on this list accessible to mid-market teams that want serious capability without a five-figure annual commitment.
Where Conductor falls short. As a platform that spans both SEO and AEO, it's inevitably a generalist in both disciplines rather than a specialist in either. Teams with very deep AEO needs may find purpose-built platforms like Profound or AthenaHQ deliver sharper citation intelligence and more granular AI-specific analytics. Enterprise compliance certifications are not prominently featured in Conductor's AEO positioning.
Not a fit for. Teams that exclusively need deep AI visibility intelligence with no interest in traditional SEO integration.
AEO tools are not competing on a single dimension but instead operate across different layers of the stack depending on the problem they are designed to solve.
Vismore sits at the full-stack level as a closed-loop AEO system that connects monitoring, optimization, content creation, and publishing in a single workflow.
Scrunch AI operates at the infrastructure layer, focusing on CDN-level optimization and how AI crawlers interpret and extract content from websites.
Profound belongs to the enterprise intelligence layer, providing large-scale AI visibility tracking, deep prompt analytics, and compliance-ready infrastructure for regulated organizations.
AthenaHQ is positioned in the ROI and attribution layer, translating AI visibility into measurable business impact through citation tracking and structured performance analysis.
Peec.ai and Otterly.ai sit in the monitoring layer, focusing on tracking brand visibility across AI search platforms without extending into execution or optimization workflows.
Semrush AI Visibility Toolkit and Conductor function as ecosystem extensions, adding AI visibility capabilities on top of existing SEO platforms rather than operating as standalone AEO systems.
Founder or small team starting from scratch. Vismore at $99/month gives you the complete AEO stack with no sales cycle. Otterly at $29/month is the right starting point if you want to measure before you invest. Both are self-serve with results visible within hours of setup.
Growing in-house marketing team. Vismore handles monitoring, content strategy, one-click publishing, and crawler analytics in a single dashboard — which matters when you don't have the headcount to juggle four separate tools and reconcile their data manually.
Enterprise team with compliance requirements. Profound is the default for 10+ engine coverage, HIPAA compliance, and a client roster that includes the Fortune 500. Scrunch AI is the right call if CDN-layer AEO infrastructure is the primary need. Both require a sales conversation.
Team that needs to justify the AEO budget internally. AthenaHQ has the strongest documented case studies in the category — quantified citation growth, incremental media value, and demo attribution tied directly to AI search visibility.
Data accuracy is the priority. Peec.ai's browser-simulation methodology produces the most accurate citation data in the market, with unlimited seats and 115+ language coverage that makes it particularly strong for global B2B brands.
Already paying for Semrush. Add the AI Visibility Toolkit before switching vendors. You're getting a bolt-on rather than a best-in-class AEO experience, but the workflow continuity is real — and if the gap analysis reveals enough opportunity, it may justify a dedicated AEO platform investment later.
Traditional SEO still matters alongside AEO. Conductor integrates both disciplines at a price point that works for mid-market teams, without forcing you to choose between Google visibility and AI visibility as strategic priorities.
The market has spread significantly. At the low end, Otterly's Lite plan covers six AI engines for $29/month — the most accessible credible entry point in the category. Vismore, Peec, and Semrush's add-on all start around $89–$99/month. Mid-tier AEO platforms — Scrunch, AthenaHQ, Conductor's upper plans — run $250–$495/month. Enterprise platforms like Profound, Scrunch Enterprise, and AthenaHQ Enterprise start at $2,000/month and scale from there.
The right question isn't which tool is cheapest. It's which tool covers the specific stage of the AEO workflow where your team currently has the biggest gap — monitoring, strategy, content, distribution, or technical infrastructure. Budget accordingly.
An AEO (Answer Engine Optimization) tool measures how often your brand appears in AI-generated answers from platforms like ChatGPT, Perplexity, and Google AI Overviews. The best AEO tools go further — showing you which prompts drive visibility, which sources AI models cite in your category, and what to change on your site or in your content strategy to earn more citations.
The terms are used interchangeably throughout the industry. GEO (Generative Engine Optimization) tends to emphasize on-page content optimization for AI systems, while AEO encompasses the broader practice of measuring and improving brand visibility across AI answer engines. In practice, most platforms in this category address both.
SEO tools measure where you rank on a traditional search results page. AEO tools measure whether AI models name, cite, or recommend your brand in a generated answer. Critically, research from Ahrefs found that only 12% of links cited by ChatGPT, Gemini, and Copilot appear in Google's top 10 for the same query — which means your Google ranking is a poor proxy for your AI visibility. You need a separate strategy and separate measurement tools.
Semrush's AI Visibility Toolkit and Ahrefs' Brand Radar cover the basics for teams already on those platforms. But if AI search visibility is a primary strategic priority in 2026, a purpose-built AEO platform like Vismore will deliver deeper prompt-level data, a clearer optimization workflow, and more actionable execution paths than either bolt-on.
Vismore at $99/month for the full stack, or Otterly at $29/month if budget is the only constraint. Both have self-serve onboarding and deliver visible data within hours of setup — no sales call, no implementation project, no waiting.