AEO AI team members
Prompt Researcher
Frevana helps you look for what your customers are really asking across AI platforms. If you’re not sure what consumers are searching for, or if you’ve noticed that people now type complete questions instead of searching simple keywords in search engines, this step is essential.
Just give us your brand. We would generate a list of queries that based on our 20+million question database and real time questions collected from Google and Reddit. These questions reveal what matters most to them, whether it’s price, features, or reliability, so you can create content that speaks directly to their needs.
Click on the Prompt Researcher on the left side, and then click on the Run button at the bottom right corner.

Then type in the your product website, categories your product belong to, and target audiences. Then you can hit Run.

When it shows Agent done, you will clearly see a question list pop up and you can expand the window to read the full list.

There will be 20 questions. By scrolling down, you can also see questions collect from Google “People also search” section, and from Reddit real users. You can either keep the questions in your memo, or copy all the questions for the next step actions.



Data Scientist
Next, you can use the Data Scientist to see how your brand performs in these questions. This tool collects results from AI platforms like ChatGPT, Gemini, and Perplexity, track how often your brand is mentioned, and calculate a visibility score.
From there, we’ll build a dashboard that lets you compare your performance against competitors. We will also create a list of citations to analyze what content is being cited, and how your competitors are referenced too. If your visibility is strong, we’ll help you keep climbing. If not, we’ll pinpoint exactly what’s missing and show you how to fix it.
Click on the Data Scientist on the left side, and then click on the Run button at the bottom right corner

Then, paste the questions you got from Question Researcher, and then type in your brand name. Then hit Run.

The agent will automatically open a browser and then collect the answers from all the questions from ChatGPT, Perplexity, and Gemini.

When it shows Agent done, you will clearly see a link page pop up and you can click the link to read the full content.

The report includes domain citation analysis to show where your brand is referenced in AI search results.

Then, you can click Visibility Score on the left side to see your visibility score compared to your competitors. You can check the visibility score daily on demand and eventually it will form a graph easy for you to check.


Content Strategist
AEO Content Advisor will provide you what content you should prepare for AI to cite based on your AEO citation analysis in Full-Stack Data Scientist step.
Click on the Content Strategist on the left side, and then click on the Run button at the bottom right corner.

It will require you to fill out your AEO job ID. You can find it in your Data Scientist report. Copy and Paste the ID in the blank, and fill in your brand name. Then hit Run.


When the agent is done, you can expand to see the full report.

The report will include what content you are missing and give suggestions on what content you should prepare to improve your visibility.

FAQ Page Maker
An FAQ section answers most questions your user often ask, making your brand easier for AI to cite, and more likely to appear when users search online.
Click on the FAQ Page Maker on the left side, and then click on the Run button at the bottom right corner.

Then type in your product/service homepage website URL.

Frevana will automatically open a browser window to collect the information from your official website, and then generate a FAQ page.

The FAQ page will be built around the kinds of questions people are already asking about your product or service, with clear answers drawn from the information on your website.

Once it’s ready, you can choose to publish it directly on your own site or share it through the Frevana publication community for even greater reach.
Scenario Analyst
This tool helps you explores when, why, and where real users might use your product, revealing underlying decision making motivations.
Click on the Scenario Analyst on the left side, and then click on the Run button at the bottom right corner

Type in your brand’s official website URL, and then click Run.

Then the tool will start to collect your product information. You just need to wait till the work is done.

When it is done, you can expand to see the full report.

The report includes user scenario that you can tailor your content accordingly.

Competitor Analyst
In-depth AEO report includes brand rankings according to AI visibility, the rationale behind those rankings, competitors’ pros and cons, and brief actionable items.
Click on Competitor Analyst on the left side, then click on Run at the bottom right corner.

Type in one question related to your product/service in general. Here, we take Electronic Vehicles as an example. So the question might be: “What are the best value-for-money EV brands in the States? ” Then click Run.

The workflow will start running. It will automatically open a browser to collect data from AI platforms. You can just wait for the AI agent to finish the work.

When it shows Agent done, you will clearly see a report pop up and you can expand the window to read the full report.

In the report, you can see overall rankings of the brands based on the amount of citation AI mostly cited, product to product analysis, and the reasons certain brands are visible.

Product Landing Page Maker
Click on the Product Landing Page Maker on the left side, and then click on the Run button at the bottom right corner

Then type in your product Amazon code. Here, we take the rowing machine as an example. You can find your product Amazon code in your Amazon link. Then hit Run.


The agent will automatically open a browser and then collect all the details from your product Amazon page.

When it shows Agent done, you will clearly see a landing page pop up and you can expand the window to read the full content.
The landing page includes your product details include product specifications, details, and price.

You can either choose to copy the link and publish on your own community, or publish in Frevana’s community in one click.



E-E-A-T Analyst
This agent helps you analyze a piece’s E-E-A-T score and suggests actionable steps to enhance its overall quality
E-E-A-T stands for Experience, Expertise, Authoritativeness, and Trustworthiness, a framework Google uses to evaluate the quality and credibility of content. It is a set of guidelines that assesses if content is created by someone with first-hand experience, subject matter knowledge, and a reputable source, which is ultimately a reliable and safe resource for users.
Experience: The content creator has first-hand, real-world experience with the topic.
Expertise: The creator possesses the necessary knowledge or credentials for the topic.
Authoritativeness: The creator and their content are recognized as a go-to source in their field.
Trustworthiness: The content is accurate, honest, and safe, with clear information about the source and author.
Click on the E-E-A-T Analyst on the left side, and then click on the Run button at the bottom right corner

Then just paste your article link in the bar, then click Run.

When the agent is done, you can expand to see the full report.

The report not only contains the score rationale, but also suggestive items to improve your content.

Product Comparison Page
The report outlines the key differences between Product A and Product B and gives you a final recommendation based on which one you’re more likely to prefer.
Click on the A/B Comparison on the left side, rename your agent, and then click on the Run button at the bottom right corner.


Then type two product URL you want to compare. And then choose one product that you prefer.

Once it finishes analyzing, expand the report to see the full comparison report.
In the report, you will see the detailed difference comparison between two products. What is more, the report will finally recommend the product you pick.

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