Execute your optimization tasks with agents

What are agents?

Agents are assistants designed to execute specific optimization tasks.

In the analysis, opportunities, and diagnosis pages covered earlier, you can identify gaps in how your brand performs in AI responses. Agents help you take the next step by handling opportunity analysis, content writing, prompt optimization, proposal preparation, website audits, and other related work.

Different agents are designed for different task types:

• Opportunity Analyst is used to interpret optimization opportunities.
• Content Writer is used to generate optimized content.
• Pitch Builder is used to turn GEO data into client ready reports and proposals.
• High-volume Prompt Miner is used to expand prompts with stronger search demand.
• Technical SEO & GEO Auditor is used to check foundational website issues.

Relationship with agents in the diagnosis center

Agents in the diagnosis center usually appear around a specific diagnosis opportunity and are used to handle the current issue.

The agents page is the central entry point for all agents. From here, you can actively choose an agent based on your task goal and continue with analysis, writing, prompt optimization, proposal preparation, website audits, or other work.

Resources and multiple tasks

The resources area is used to manage materials that agents can reference, such as brand information, product materials, content guidelines, past articles, or other reference documents. The resource library is shared across all agents, so different agents can use the same set of materials.

Each agent supports multiple tasks. Use the plus icon in the upper right corner to create a new independent task under the current agent.

For example, in the Content Writer, you can create separate tasks for different articles, topics, or content requirements. Each task keeps its own conversation and processing history, making it easier to review or continue later.

Opportunity Analyst

What is Opportunity Analyst?

The Opportunity Analyst is used to analyze GEO performance in the current project and turn data scattered across different pages into clear conclusions.

When you want to quickly understand overall brand performance, find out why a metric changed, or decide which opportunities should be handled first, you can ask the Opportunity Analyst a specific question.

For example:

• How has the brand’s GEO performance been over the last 7 days?
• Why did brand Visibility decline?
• Which content opportunities can improve Citation Rate?
• What are the most important GEO opportunities to handle now?

The Opportunity Analyst uses data from the current project, including Visibility, Citation Rate, AI Mentions, Average Position, Sentiment, platform distribution, content opportunities, and competitor performance, to summarize current performance, key issues, and recommended next steps.

Main outputs

The Opportunity Analyst usually provides three types of output:

• Metric overview: Summarizes current brand performance across core metrics.
• Key findings: Highlights issues that deserve attention, such as insufficient brand mentions, uneven platform coverage, or lower Average Position.
• Next steps: Suggests pages or opportunity types to review next, such as content opportunities, backlink opportunities, social media opportunities, or competitor comparison data.

How this helps

The Opportunity Analyst gives you an overall judgment first, so you can decide whether to open specific pages for deeper data.

For example, when you ask which content opportunities can improve Citation Rate, the Opportunity Analyst will identify prompts where AI already cites competitors or related sources but does not yet cite your brand. It can then suggest which content, pages, or citation sources should be prioritized.

Content Writer

What is the Content Writer?

The Content Writer generates content based on content opportunities, brand materials, and writing rules. It helps turn identified content directions into editable articles, content briefs, or FAQ content.

You can use the Content Writer in two ways:

• It can continue from content generation needs identified in the diagnosis center or content opportunities section. When the system identifies an issue that should be handled through content creation or content optimization, you can use the Content Writer to generate the related content.
• You can also open the Content Writer directly and enter a writing request. For example, you can generate a blog article, create a content brief, or produce FAQ content around a specific question.

Main outputs

The Content Writer usually provides three types of output:

• Writing direction: Recommends suitable topics and angles based on content opportunities and search demand.
• Content draft: Generates an article, content brief, or FAQ content after the writing direction is confirmed.
• Delivery summary: After generation, shows where the content is saved, the main sections, internal and external link settings, and quality check results.

Generated content is saved to the resources area, making it easy to review, edit, or reuse later. If the quality check finds issues, the Content Writer will also highlight what needs attention, such as link setup, wording strength, or factual support.

How this helps

The Content Writer helps you turn content opportunities into editable content. After generation, you can review the content structure, citation and link settings, and quality check results.

Pitch Builder

What is the Pitch Builder?

The Pitch Builder turns GEO data into reports or proposals for clients, internal teams, or decision makers.

It is useful when you need to explain how a brand performs in AI responses, clarify major gaps, or organize future optimization directions. The Pitch Builder organizes platform metrics, competitors, topics, platforms, and citation related data into content that is easier to present and discuss.

Common proposal examples

• 7 day GEO performance report: Used to quickly explain recent brand performance changes. It usually includes core metrics such as Visibility, Citation Rate, AI Mentions, Average Position, and Sentiment.
• Monthly GEO review report: Used to summarize overall trends over a month. It usually includes metric changes, platform performance, topic changes, competitor gaps, and main opportunities.
• Competitor gap analysis proposal: Used to explain differences between your brand and major competitors. It usually compares Visibility, Share of Voice, Citation Rate, Average Position, and platform coverage.
• AI citation source analysis proposal: Used to explain which websites, pages, or content sources AI cites more often, helping clients understand why a brand is or is not being cited.
• Content opportunity proposal: Used to organize which topics, prompts, or content directions should be added first, helping clients understand where content optimization should begin.
• Presales demo report: Used to show potential clients the current state, issues, and optimization space of a brand in AI search. It usually organizes the data overview, issue summary, and suggested actions into a structure suitable for presentation.

Report generation and viewing

The Pitch Builder supports two ways to view reports.

View the report immediately after generation

After the report is generated, the page shows a report preview and generation details. In the preview, you can review the cover, key insights, core overview, main competitors, model coverage, data time range, and other content.

On the generation result page, you can switch between desktop, tablet, and mobile views to check how the report appears on different devices. You can also copy or download the report for client communication, team reporting, or presales demos. If you need to inspect the page structure further, you can switch to code view.

View from an existing report entry

Generated reports appear under the View Brand Report entry. Click it to open the full report preview page and review the visual presentation of the report, including core diagnosis, data overview, report table of contents, and different analysis modules.

On the full report preview page, you can also download the report, or use Regenerate to return to the Pitch Builder page and generate a new report based on a new time range, language, or report requirement.

Example reports

How this helps

The Pitch Builder turns GEO data in the platform into reports that are easier to communicate. It helps clients or teams quickly understand current performance, major gaps, supporting data, and future optimization directions.

High-volume Prompt Miner

What is the High-volume Prompt Miner?

The High-volume Prompt Miner is used to optimize existing prompts or generate more related questions around a topic, helping your prompt pool better match search demand in the current region.

Here, “high volume” is mainly related to prompt Volume. Volume refers to the monthly search volume of a prompt in the current monitored region. It is used to judge whether a question has enough search demand.

Prompts with lower Volume may not be suitable as long term monitoring priorities. If the prompt still has business value, you can continue optimizing the wording or expanding related questions.

When the Prompts tab in the diagnosis center identifies low volume prompts, or when you need to actively expand a core topic, you can use the High-volume Prompt Miner to optimize, rewrite, or expand prompts.

Main outputs

• Prompt optimization: Adjusts the wording of the original prompt to make the question clearer and more suitable for monitoring.
• Prompt rewrite: Generates new expressions around the same topic to replace the original prompt.
• Related prompt generation: Expands more related questions based on the current prompt to supplement the prompt pool.

Prompt launch results

After optimization is complete, the new prompts go live directly and enter the monitoring process. The system will indicate that the prompts have started tracking.

After launch, you can review the Volume, Visibility, Citation Rate, and Average Position of these prompts in later data to judge whether the new prompts are more suitable for continuous monitoring.

How this helps

The High-volume Prompt Miner helps you continue handling low volume issues found in the diagnosis center.

For prompts that still have business value, you can improve their wording or rewrite them into questions with stronger demand. For topics that need expansion, you can generate more related prompts and add them to future monitoring.

Technical SEO & GEO Auditor

What is Technical SEO & GEO Auditor?

The Technical SEO & GEO Auditor checks whether a website has the basic conditions needed for search engines and AI systems to crawl, understand, and cite it.

After you enter a website URL, the tool generates an audit report from both technical SEO and GEO perspectives. The report shows the overall score, audit status, failed items, warnings, passed items, and specific issues under different categories. This helps you decide which foundational website issues should be handled first.

Common audit examples

• Technical foundation audit: Checks page status, loading performance, security response headers, cache strategy, mobile experience, and other issues. Examples include excessive inline JavaScript size, lazy loading on above the fold images, missing HSTS response headers, and incomplete TLS configuration.
• Structured data audit: Checks whether the page provides clear, valid, and consistent structured data. Examples include Organization schema, WebPage schema, BreadcrumbList, sameAs links to authoritative platforms, and entity naming consistency.
• Content credibility audit: Checks whether the page has stronger trust signals. Examples include author bylines, author expertise, content dates, authoritative citations, case studies, methodology explanations, research signals, or benchmark signals.
• AI accessibility audit: Checks whether page content is easy for AI systems to read and parse. If all items in this category pass, the current page has no obvious blocking issue in AI accessibility.
• Citation readiness audit: Checks whether the page is more suitable for citation in AI answers. Examples include heading hierarchy, density of citable facts, answer style citation cues, self contained citation blocks, structured readability, current facts, and time anchors.
• Brand authority audit: Checks whether the website helps AI systems consistently identify the brand entity. Examples include brand naming consistency, organization structured data, sameAs links to authoritative platforms, and external authority signals such as GitHub, Wikipedia, and Wikidata.

Audit results and fix priority

After the audit is complete, the system generates an HTML audit report and provides recommended next steps. The recommended next steps directly list the issues most worth handling first, such as reducing inline JavaScript size, fixing above the fold image loading strategy, or adding security response headers.

When reviewing the audit results, use the following order:

First, review the overall score.

The overall score helps you judge the basic health of the website. The top of the report also shows the audit URL, generation time, and number of covered pages, so you can confirm the scope of the audit.

Second, review category scores.

The report shows scores for technical foundation, structured data, content credibility, AI accessibility, citation readiness, and brand authority. Category scores help you understand where issues are concentrated. For example, a low technical foundation score usually indicates issues with site performance, security response headers, or resource loading. A low citation readiness score suggests the content may not be suitable enough for citation in AI answers.

Third, review failed items and warnings.

Failed items usually represent issues that should be handled first. Warnings represent issues with remaining optimization potential. Each issue includes affected pages, severity, and fix recommendations, making it easier to plan technical fixes, content additions, or structural improvements.

Example reports

How this helps

The Technical SEO & GEO Auditor helps you understand whether website foundations affect search engine crawling, AI system understanding, and AI citations. It also helps you decide which technical issues should be fixed first.

Next step: Check task status

Feature overview

Agents execute specific optimization tasks, while the tasks page is used to view task status and generated results.

When you generate a solution from the diagnosis center, or start a task through agents such as the Content Writer, Pitch Builder, or Technical SEO & GEO Auditor, the related task will enter the tasks page.

The tasks page shows the task name, task type, content summary, creation time, and task status, helping you understand which stage each task is currently in.

Task statuses

• Running: The task is still being generated or processed.
• Pending review: The task has generated an initial result and needs to be opened for review and confirmation.
• Completed: The task has been confirmed as completed, and the generated result can be viewed.
• Failed: The task was not completed and needs to be processed again or submitted with adjusted input.

Task review and result viewing

Click a pending review task to open the related task detail page. On the detail page, you can view the generated content, execution requirements, quality check results, and recommended next steps.

After you confirm that the task is complete, it will move to completed status. Click a completed task to return to its detail page and continue reviewing the previously generated solution, article, report, or audit result.

How this helps

The tasks page connects the issues you found earlier, the tasks executed by agents, and the final generated results.

It helps you continuously track task progress and confirm which content has been generated, which content still needs review, and which results can be viewed or reused later.