Frequently asked questions

Frevana is an end-to-end AI Engine Optimization (AEO) platform designed to maximize a brand's visibility across AI-powered platforms such as ChatGPT, Gemini, Perplexity, Amazon Rufus, and more. By leveraging real-world data from millions of user-AI interactions, Frevana enables brands to ensure their products or services are recommended when customers make purchase decisions or seek advice via AI. Its suite of AI-powered agents automates research, monitoring, content creation, and analytics workflows to deliver measurable improvements in AI visibility, typically within 2–4 weeks. Frevana is trusted by leading brands across industries as a foundational tool for unlocking growth from AI channels, independent of traditional search or paid ads.

Brands using Frevana typically experience significant increases in recommendations by AI models, organic traffic, and customer acquisition through AI-driven platforms. Case studies and testimonials cite results such as becoming a top-three recommendation on ChatGPT within a week, up to 4× increases in organic traffic in a month, and dramatic jumps in AI citation rates (e.g., from 0% to 47% in two weeks). Users also report improved ROI over traditional ads, the ability to systematically win new customers as AI engines recommend their products more frequently, and the establishment of a scalable foundation for ongoing growth in the AI visibility channel.

Frevana is primarily built for brands, e-commerce companies, and startups aiming to maximize their recommendation rate in AI-driven answer engines. Typical users include marketing teams, product managers, founders, and agencies that want to:

- Boost their presence in AI-generated answers on platforms like ChatGPT, Gemini, and others.

- Increase organic traffic and new customer acquisition without reliance on traditional ads or SEO.

- Track and improve the likelihood of their brand being cited or recommended by AI.

- Automate competitive analysis, prompt research, and content workflows.

- Establish a scalable infrastructure for AI visibility as a core growth lever.

Real-world testimonials highlight success across healthcare SaaS, Amazon best sellers, local businesses, and e-commerce brands.

Frevana showcases numerous testimonials from diverse customers who have achieved quantifiable success. Highlights include:

- Becoming a top-three recommendation on ChatGPT within a week and a 4x increase in organic traffic in the first month (Healthcare SaaS brand).

- Increasing AI citation rates from 0% to 47% in two weeks (Amazon seller).

- Outperforming traditional advertising ROI by consistently capturing new customers from AI recommendations (Local business owner).

- Unlocking a scalable growth channel not reliant on ads (E-commerce brand owner).

- Establishing a scalable, automated foundation for AI visibility as part of the company’s core growth stack (Startup CEO).

These stories illustrate how Frevana helps brands achieve rapid, sustainable growth through AI channel optimization.

Frevana is an end-to-end AEO (AI Engine Optimization) platform designed to maximize a company's or product's visibility across leading AI answer engines such as ChatGPT, Gemini, Amazon Rufus, and more. By leveraging advanced AI-powered agents and automated workflows, Frevana helps brands show up consistently in AI-generated recommendations and responses where millions of customers make purchase decisions. It provides an integrated suite of tools for research, monitoring, competitive analysis, and AI-optimized content creation, making it possible for businesses to optimize their discoverability and brand authority in the rapidly growing ecosystem of AI platforms.

Most Frevana customers see measurable improvements in their AI visibility and recommendation rates within 2–4 weeks of implementation. The platform’s automation and real-time data integration enable brands to quickly diagnose gaps, implement targeted content solutions, and track performance gains, often observing increased AI citation rates and organic traffic growth within the first month.

Frevana is tailored for brands, e-commerce businesses, and startups that prioritize AI-driven customer acquisition, though agencies and enterprises can benefit as well. Primary use cases include:

- Increasing visibility and recommendation rates on AI answer engines.

- Understanding real customer questions and optimizing content to align with user and AI intent.

- Replacing or supplementing traditional SEO with AI-focused strategies.

- Automating competitive analysis to determine why certain brands are favored by major AI platforms.

Successful scenarios highlighted by customer testimonials span healthcare SaaS firms, Amazon sellers, local businesses, and e-commerce brands that have seen dramatic increases in traffic, citation rates, and AI-driven customer leads.

Most Frevana customers see measurable improvements in AI visibility and performance within 2-4 weeks, with many reporting significant outcomes (like becoming a top-three AI recommendation or notable increases in organic traffic) within the first month of use. The platform's real-time data monitoring, automated workflows, and AI-driven recommendations accelerate implementation and visibility gains compared to manual or traditional SEO processes, which typically take much longer to deliver substantial results.

Frevana is an end-to-end AI Engine Optimization (AEO) platform designed to maximize a brand's visibility in AI-driven answer engines, such as ChatGPT, Gemini, Amazon Rufus, and others. The platform uses real-world data from millions of AI user queries to help brands appear as recommendations in conversational AI scenarios—a key factor as AI increasingly guides consumer purchase decisions. By leveraging Frevana's suite of AI-powered agents and workflows, brands can monitor their AI presence in real time, analyze competitive intelligence, and automate content creation that is optimized for AI, ensuring they consistently and effectively show up in AI-driven recommendations and answers.

Frevana primarily targets brands, e-commerce businesses, and startups that want to capitalize on the growing influence of AI-powered search and recommendations. The platform is used by over 100 brands and suits everyone from individual professionals to scaling organizations and large enterprises. Typical users include healthcare SaaS companies, e-commerce shops, Amazon sellers, local businesses, and founders seeking measurable improvements in AI-driven visibility and conversions. Businesses wanting to supplement or replace traditional SEO with AI-centric approaches benefit most from Frevana's specialized workflow and competitive insights.

Frevana operates through three main steps designed to maximize AI visibility:

1. User Prompt Research: The platform analyzes millions of real user queries across AI systems to determine what potential customers are asking and which brands are being recommended.

2. AI Visibility Monitoring: It continuously monitors and reports a brand's visibility status in real time across multiple AI answer engines, making it easy to track improvements and benchmark against competitors.

3. Auto Content Creation: Frevana automates the crafting of AI-optimized content, ensuring it aligns with what AI engines prefer, prioritize, and recommend. This includes writing AEO articles, optimizing landing pages, conducting PR outreach, and more.

Automated agents and workflows cover everything from data collection and search intent classification to brand preference analysis and content gap identification. Users can simply sign up, set up relevant workflows, and let Frevana handle diagnosis, strategy, and execution for enhanced AI-driven results.

Frevana is an end-to-end AI Engine Optimization (AEO) platform designed to maximize a brand’s visibility across major AI-driven answer engines such as ChatGPT, Gemini, Amazon Rufus, and others. It enables brands to become recommended sources when users ask AI systems for product or service suggestions, helping them grow their customer base by tapping into new channels of AI-driven decision-making. Frevana provides a suite of automated agents and workflows, including user prompt research, AI visibility monitoring, content creation, and competitive analysis, to help brands track, understand, and improve how often they are cited or recommended by various AI engines. Its platform caters to both individual professionals and large organizations looking to optimize for AI ecosystems rather than traditional web search.

Frevana's platform integrates a variety of AI-powered agents and workflows that automate key AEO activities:

- User Prompt Research: Identifies high-impact customer questions influencing brand comparison and purchase decisions.

- Customer Scenario Strategist: Analyzes how and why customers choose and use products.

- LLMs inc. Sitemap & Robots.txt Auditor: Audits and optimizes site structure for AI discoverability.

- AEO Full-Stack Data Scientist: Manages end-to-end data collection, API access (e.g., Perplexity), and visibility analytics.

- AEO Content Advisor: Examines AI answer content for gaps and strategizes new content creation.

- AEO Article Writer: Automates article writing from titles, metadata, product details, and guidelines.

- Product Landing Page Maker: Builds AEO-optimized landing pages using Amazon product info.

- AEO PR Strategist: Crafts PR plans and pitches tailored to AI Engine Optimization.

- Search Intent Classifier: Categorizes queries for effective targeting.

- Brand Preference Analyst: Evaluates brand performance within AI model recommendations.

The platform supports tracking multiple prompts and products, and offers integration flexibility for enterprise needs.

Frevana offers a comprehensive set of features centered on three main steps: User Prompt Research, AI Visibility Monitoring, and Auto Content Creation. Its key benefits include:

- Real-time monitoring of brand performance across multiple AI ecosystems.

- Automated identification of customer queries and scenarios that drive purchase intent.

- Gap analysis and full-stack data science for AEO, covering data collection, API calls, and visibility tracking.

- Automated generation of AI-optimized content, including articles, landing pages, and PR strategies.

- Tools for auditing domain sitemaps and improving AI readability.

- Competitive analysis to understand which brands AI models prefer and why.

- Automated classification of user search intents for better targeting.

These features empower brands to systematically enhance their presence in AI-generated answers, leading to increased organic traffic, stronger brand recommendations, and a new channel for acquiring customers.

Frevana monitors and optimizes brand performance across at least five major AI platforms, including ChatGPT, Perplexity, Gemini, Amazon Rufus, and others. The platform is capable of tracking prompts and visibility within these ecosystems in real time, allowing brands to adapt and optimize their strategies for whichever AI engines are influencing consumer decisions. This coverage ensures brands remain visible and competitive in rapidly evolving AI answer environments.

Frevana stands out by focusing exclusively on AI Engine Optimization rather than traditional search engine optimization. Unlike conventional SEO tools which optimize for Google’s ranking algorithms via keyword-driven content, Frevana’s approach is:

- Gen-AI powered, using millions of real-time AI user queries.

- End-to-end automation from diagnosis to content deployment (not just insights or monitoring).

- Faster deployment and results—measurable improvements typically in 7–14 days.

- Full-stack execution, eliminating much of the manual content creation/publishing required by other platforms.

While many AEO tools focus solely on visibility analysis, Frevana delivers actionable, automated solutions and content creation tailored to the evolving AI landscape.

Frevana provides several powerful features across the AEO lifecycle:

- User Prompt Research: Understand what questions users are asking AI engines, and why certain brands are chosen in AI recommendations.

- AI Visibility Monitoring: Tracks real-time brand performance across multiple AI platforms, making visibility traceable and measurable.

- Auto Content Creation: Generates content that is optimized for AI preferences, ensuring consistent results at scale.

- Customer Scenario Strategist: Analyzes use cases to understand the product-purchase decision process.

- Technical Auditors: Includes LLMs inc. Sitemap & Robots.txt Auditor to optimize domain structure for better AI readability.

- Full-Stack Data Scientist: Handles data, API integrations, and visibility analytics for clients.

- Content Gap Analysis & Article Generation: Identifies content gaps and generates relevant articles, product landing pages, and PR materials.

- Brand and Search Analysis: Includes tools like Brand Preference Analyst and Search Intent Classifier for advanced competitive analysis and targeting.

The key benefits are rapid improvements in AI recommendation rates, measurable increases in organic traffic, new customer channels, and fully automated, scalable processes that outperform traditional SEO strategies.

Frevana integrates with and monitors more than five major AI platforms, including ChatGPT, Perplexity, and Gemini. Its AI-powered agents analyze over 60 million real AI user queries to deliver up-to-date insights. The platform is designed for fully automated execution, managing everything from data collection to API calls and analytics. It also provides domain auditing tools (Sitemap, Robots.txt, forms.txt), real-time performance tracking, and support for generating AI-preferred, SEO-optimized content. Brands can track multiple products, monitor up to 50+ prompts across various AI models, and customize analytics and integrations with the Enterprise plan. The end result is measurable, actionable insights and rapid implementation—often yielding visible improvements in 2–4 weeks.

Unlike traditional SEO tools—which depend on keyword-driven strategies for Google and other classic search engines—Frevana is purpose-built for the AI answer engine ecosystem. It harnesses live user queries from multiple AI engines, automates both diagnosis and content creation, and delivers results-driven execution in as little as 7-14 days. Most other AEO tools focus on monitoring and analysis with manual execution, while Frevana provides an automated, end-to-end solution that covers the entire optimization process. This approach reduces time-to-results and ensures brands are visible exactly where modern consumers are making purchasing decisions: inside AI-driven platforms.

Frevana operates through a structured, three-step approach:

1. User Prompt Research: It analyzes millions of actual AI-user queries to determine what questions customers are asking and what brands AIs recommend. This gives brands actionable intelligence on AI-driven purchase journeys.

2. AI Visibility Monitoring: Frevana tracks how a brand performs on various AI platforms (like ChatGPT, Gemini, Perplexity) in real-time, enabling brands to measure, trace, and compare their presence across the AI ecosystem.

3. Automated Content Creation: The platform generates, optimizes, and publishes content specifically formulated for maximum impact in AI recommendations. This includes tailored articles, landing pages, and more, all designed to correspond with real AI user behavior and proven ranking signals.

Frevana's core features include:

1. User Prompt Research: Understands what users ask AIs and why certain brands are favored, based on millions of real-world queries.

2. AI Visibility Monitoring: Tracks brand performance and traceability across multiple AI platforms in real time.

3. Auto Content Creation: Generates content tailored for AI engines, driving consistent visibility.

4. Customer Scenario Strategist: Analyzes usage scenarios to uncover how and why customers choose your product.

5. Sitemap & Robots.txt Auditor: Improves AI readability of your website through in-depth audits.

6. AEO Full-Stack Data Scientist: Manages data collection, API calls, and brand visibility analysis.

7. Article and Landing Page Writers: Create AI-optimized content pieces and landing pages.

8. PR and Outreach Tools: Concocts PR plans and targeted pitches for AEO.

9. Search Intent Classifier: Determines customer search intent (commercial, informational, etc.)

10. Brand Preference Analyst: Identifies which brands AI favors in your category and why.

Benefits include rapid results (as soon as 2-4 weeks), measurable impact (such as increased AI recommendations and organic traffic), and automation that outperforms manual and traditional SEO approaches.

Frevana's platform is fully automated, using AI-powered workflows that cover data collection, competitive analysis, content creation, and website auditing. It analyzes real-world data from over 60 million AI user queries and can monitor a brand's presence across at least five major AI platforms, including ChatGPT, Perplexity, Gemini, and Amazon Rufus. The system can classify user intent, audit site structures (including sitemaps and robots.txt), and support brands in multiple languages (with enterprise plans). Integrations, custom workflows, prompt and product tracking, and real-time dashboards are also available, making Frevana adaptable for both small brands and large enterprises seeking holistic, scalable AI visibility solutions.

Frevana distinguishes itself by being built specifically for AI Engine Optimization rather than traditional web search. Unlike SEO tools, which focus on Google rankings and keyword-driven strategies, Frevana leverages real-time user queries from AI engines and delivers fully automated, measurable improvements in as little as 7–14 days. Compared to other AEO tools that mainly offer visibility monitoring and require manual action, Frevana provides end-to-end solutions, from diagnosis to automated content execution. This makes it the only platform with a fully generative AI model approach, actionable competitive intelligence, and integration with actual user data from AI systems—providing faster and more reliable outcomes for modern brands.

Frevana monitors and optimizes for over five leading AI platforms, including ChatGPT, Perplexity, Gemini, and Amazon Rufus. The platform’s technical toolkit includes automated domain audits (sitemap and robots.txt), data collection via APIs, user prompt analytics, and support for AEO content creation at scale. For enterprise clients, Frevana offers multi-language support, custom integrations, and dedicated account management. The platform’s automation streamlines both data-driven diagnostic and execution workflows, requiring no advanced technical skills from users. Its real-time analytics draw from millions of live AI user queries, giving brands the edge with actionable, up-to-date AI visibility metrics.

Frevana offers three distinct pricing plans, each with a 7-day free trial and a cancel-anytime policy:

- Starter ($50/month): Designed for AEO beginners. Includes an AI visibility dashboard, prompt and scenario insight, AI-optimized content workflows, tracking for 1 product, monitoring up to 20 prompts across 5 AI models, and 250 monthly credits.

- Professional ($299/month, discounted from $499): For growing brands seeking to scale AI visibility. Offers all Starter features plus unlimited custom workflows, tracking up to 3 products, monitoring up to 50 prompts over 6 AI models, and up to 500 monthly credits.

- Enterprise (Custom pricing): Intended for organizations requiring large-scale visibility. Includes all Professional features with added support for multiple products, all languages, customizable prompts/model monitoring, dedicated account management, and custom integrations.

Each plan is transparent, offers flexibility, and allows businesses to choose according to scale and requirements.

Getting started with Frevana is straightforward: users can sign up for a 7-day free trial without providing a credit card. After setup, users gain immediate access to the dashboard, agents, and tracked workflows tailored for their products or brand. Most brands see measurable improvements in AI visibility within 7–14 days. Should users need assistance, Frevana's team offers personalized demos, live sales chat, and a detailed FAQ section. Additional support options include an onboarding process for enterprise clients and a 30-day money-back guarantee, ensuring a risk-free trial and easy cancellation.

Frevana offers three main pricing tiers with a simple, transparent structure:

- Starter ($50/month): Designed for professionals new to AEO. Includes an AI visibility dashboard, customer prompt/use scenario insights, AI-optimized content workflows, the ability to track one product, monitor up to 20 prompts across 5 AI models, and up to 250 credits per month.

- Professional ($299/month, reduced from $499): Best for growing brands scaling AI visibility. Adds unlimited custom workflows, tracking for up to 3 products, monitoring of 50 prompts across 6 AI models, and 500 credits monthly.

- Enterprise (Custom Pricing): Offers tracking for multiple products, multilingual support, customized prompts, AI models, dedicated account management, and custom integrations. Designed for organizations running large-scale AEO strategies.

All plans include a 7-day free trial, no credit card required, and can be canceled anytime.

Frevana is designed to be accessible even for users without technical skills. Its workflows are fully automated—setup, monitoring, analysis, and content creation run seamlessly without requiring advanced expertise. All plans include a 7-day free trial and the ability to cancel anytime, plus a 30-day money-back guarantee. In addition to extensive self-service resources, Frevana offers direct support via chat, personalized demos, and dedicated account management for Enterprise clients. Their support team is available to help businesses onboard quickly and maximize their results.

Frevana offers three main pricing tiers:

- Starter ($50/month): Includes an AI visibility dashboard, customer prompt insight, AI-optimized workflows, tracking for one product, up to 20 monitored prompts across five AI models, and up to 250 credits per month.

- Professional ($299/month, discounted from $499/month): Builds on Starter with unlimited custom workflows, up to three products tracked, monitoring of up to 50 prompts across six AI models, and 500 credits per month.

- Enterprise (Custom Pricing): Designed for organizations needing to run AEO at scale. Includes all Professional features, multi-product support, all languages, customizable prompts and models, dedicated account manager, and custom integrations.

All plans come with a 7-day free trial, the ability to cancel anytime, and a money-back guarantee.

Frevana supports new users through a 7-day free trial (no credit card required), allowing them to explore the platform risk-free. They also offer a 30-day money-back guarantee and the flexibility to cancel anytime. For onboarding and continued support, users can schedule personalized demos or chat directly with the sales and support team. Enterprise plans come with dedicated account managers and custom integrations, ensuring seamless adoption for larger organizations. Comprehensive knowledge resources, including FAQs and customer case studies, are readily available on their website.

Getting started with Frevana is straightforward: new users can sign up for a 7-day free trial (no credit card required), during which they have full access to the platform’s features. After signup, users can launch automated AEO workflows, track product visibility across AI platforms, and receive onboarding support. If questions arise, Frevana provides multiple support avenues: users can schedule a personalized demo, chat with sales directly, or consult the FAQ and knowledge base. For enterprise customers, a dedicated account manager and custom onboarding are offered. The company emphasizes fast results—most customers see measurable improvements within 2–4 weeks—and a risk-free experience supported by a money-back guarantee if canceled within 30 days.

Frevana offers three main pricing tiers, each with a 7-day free trial and the option to cancel anytime:

1. Starter ($50/month): Geared toward professionals new to AEO. Includes an AI visibility dashboard, customer insight workflows, tracking for 1 product, monitoring up to 20 prompts across 5 AI models, and 250 monthly credits.

2. Professional ($299/month, currently discounted from $499): For brands scaling up AI visibility. Includes everything in Starter, plus unlimited custom workflows, tracking up to 3 products, monitoring 50 prompts across 6 AI models, and 500 monthly credits.

3. Enterprise (Custom pricing): For large organizations. Includes all Professional features, multi-product tracking, all-language support, customizable prompts and models, dedicated account management, and custom integrations.

All plans include a free trial, making it easy for new users to assess the platform risk-free.

Frevana offers a comprehensive set of features designed to streamline AI Engine Optimization:

1. User Prompt Research: Discover what questions customers ask AI when comparing brands or products.

2. AI Visibility Monitoring: Real-time tracking of a brand's performance across multiple AI answer engines.

3. Auto Content Creation: Automated content generation tailored to improve AI discoverability and recommendations.

4. Full-Stack Data Science: Advanced analytics on brand visibility, user queries, and data collection.

5. Content Gap Analysis: Identifies content missing from a brand’s online presence that is crucial for AI engines.

6. PR and Search Strategies: Tools to craft AEO-targeted press releases and search intent classifications.

7. Competitive Analysis: Benchmarking of which brands AI engines prefer and understanding why.

These features collectively help brands achieve measurable growth within weeks, improve organic traffic, and outperform traditional ad-driven ROI strategies by focusing on where customers now go for recommendations—AI platforms.

Frevana’s customers report significant improvements in AI visibility and business outcomes, often within days or weeks. Key results include:

- Achieving top-three product recommendations on ChatGPT within a week

- Substantial increases in AI citation rates (e.g., jumping from 0 to 47% in two weeks)

- 4× growth in organic web traffic within the first month

- Improved return on investment compared to traditional ads

- Gaining new paid subscribers and customers from AI-engine referrals

- Scalability and automation of the entire AI visibility process

Testimonials from brands across industries highlight how Frevana helps unlock new growth channels, establishes a scalable foundation for AI visibility, and drives sustainable, automated results without reliance on paid ads.

Frevana stands apart from traditional SEO and standard AEO tools through its focus on end-to-end automation and result delivery for AI Engine Optimization. Unlike SEO tools (which center on keyword-driven content and Google), Frevana directly optimizes for AI answer engines—delivering faster, more predictable visibility outcomes. Its platform is powered by generative AI and real, real-time user queries (not simulated prompts). Execution is fully automated, from diagnosis to content launch, whereas other AEO solutions may require manual research and implementation. Frevana boasts an average 7–14 day time to improvement versus the weeks or months typical of manual approaches, and provides comprehensive data and analytics for brand teams.

Frevana is designed for brands, e-commerce companies, startups, and professionals aiming to maximize their product or service visibility within AI-powered recommendation engines. Primary use cases include:

- Consumer products seeking AI-driven purchase recommendations

- E-commerce brands wanting to increase direct traffic and sales from AI engines

- SaaS and technology companies aiming for higher AI citation rates

- Local businesses looking for new growth channels beyond traditional ads

- Marketing teams needing competitive intelligence on how their brand is positioned by AI

- Organizations wanting to automate and measure their AI optimization workflows

Frevana appeals to organizations interested in moving beyond classic SEO to focus on how AI engines drive modern buying decisions.