# Turn observed content gaps into reviewed articles.

> Turn observed content gaps into researched, human-reviewed articles, published through GitHub after approval and funded by a separate capped allowance.

Canonical: https://stage.virent.app/content-agent
Last updated: 2026-07-29

Content Agent researches and drafts from the gaps Virent observes. Your team reviews and approves every article before Virent publishes it through GitHub.

Content Agent is in early access for selected workspaces.

## From an observed gap to an approved article.

Every step keeps its evidence attached, and a person decides what moves forward.

## Briefs built from what AI engines read

### Questions AI engines research

Each brief lists the searches ChatGPT runs for the topic and the questions Google shows, and marks which ones the outline already covers.

### Pages AI Overviews cite

See the competitor pages Google's AI Overviews cite for the topic, and choose which ones Content Agent reads as references.

### In your market

Research runs in the brand's market and language, so a Brazilian brief is researched in Portuguese, in Brazil.

## What stays under your control

### Human approval

Nothing is published without an explicit approval of the exact revision. Changing an approved draft needs a new approval.

### Publishing through GitHub

Install the Virent GitHub App on the repositories you choose. Publishing opens a pull request by default. Deployment and live checks are separate, visible steps.

### No silent changes

Content Agent never changes your site on its own and never reverses a publication automatically. Reverting is a separate action a person approves.

### Claims and sources

Factual claims are checked against attached sources during review. Each decision is recorded against the revision it applies to.

### A separate, capped allowance

Research and drafting use a Content allowance with a hard cap, separate from Analytics and Visibility limits. There are no automatic overages.

## For teams

### Content

Move from answer and citation evidence to a reviewed draft without giving up editorial judgment.

### Measurement

Compare each article's page with its crawler requests, visits, and citations before and after publication.

[Explore Analytics](https://stage.virent.app/analytics)

## Frequently asked questions

### Does Content Agent publish automatically?

No. A person must approve the exact revision before Virent opens a pull request or commits to your repository. Content Agent does not publish on a schedule or on its own.

### Which publishing destinations are supported?

GitHub repositories connected through the Virent GitHub App, plus Markdown and HTML export. Other content-management systems are not supported.

### Which services process content data?

Research uses Firecrawl to search and fetch public pages, and DataForSEO for search demand and results-page data. Drafting uses AI models through Vercel AI Gateway. The Privacy Policy and Data Processing Addendum list these providers.

### How is Content Agent usage counted?

Content Agent work uses its own capped allowance. Scheduled Visibility monitoring stays within your Visibility plan limits and is not charged twice.

### Who can use Content Agent?

Content Agent is in early access for selected workspaces. Contact Virent to ask about access.

## Related

- [Privacy Policy](https://stage.virent.app/privacy)
- [Data Processing Addendum](https://stage.virent.app/dpa)
- [Documentation](https://stage.virent.app/docs)