AI SEO agent that works for your revenue target, not a ranking report

What the SEO agent does under the AI CMO

Most SEO tools start from keywords and end with a list of opportunities nobody owns. The SEO agent in VirtualCmo starts from the plan. The AI CMO works backwards from your revenue target to the leads each channel has to deliver, gives organic search its share of that number, and then hands the SEO agent a brief: how many qualified visits and demo requests search needs to produce this quarter, which product lines matter most and what the budget allows.

From that brief the agent produces concrete work. It maps the searches buyers make at each stage, groups them into pages so two pages never compete for the same intent, finds pages that already rank on page two and need a push, and flags technical problems that block crawling or indexing. Each piece of work becomes a task with an owner, a due date and an expected effect on qualified visits.

Every week the agent reports status back to the CMO: tasks done, tasks blocked, movement in clicks and impressions for the pages it touched, and whether search is on pace for its share of pipeline. When search falls behind its band two weeks running, the CMO re-plans and the SEO agent gets a revised brief. You see all of it in the plan view and in the weekly CEO report, which is how the agent fits the wider AI marketing agent model rather than running as a separate project.

What the SEO agent decides alone and what needs your approval

The agent researches, drafts and recommends on its own. Anything that changes your live website or moves money goes through the recommendation queue with Approve, Auto-execute, Dismiss and Ask why. Approve mode is the default for every workspace.

Example tasks with numbers from stated assumptions

Take a B2B software company that wants 3 million USD of new revenue next year. The engine defaults, which are assumptions you can change, are a 24,000 USD first-year deal, a 22 percent win rate, a 12 percent lead to opportunity rate and marketing sourcing 60 percent of new revenue. That works out to about 2,840 qualified leads a year, or 237 a month, and a program budget near 37,500 USD a month. The starting split gives SEO 14 percent, about 5,250 USD a month.

If the plan asks search for its share of leads, that is roughly 33 qualified leads a month. Assume an organic visit to lead rate of 1.5 percent on buying-intent pages. The agent then needs about 2,200 qualified organic visits a month from pages that match purchase intent, not blog traffic in general.

A first month of agent work against that brief might look like this, and each line counts as one or more agent tasks:

• Map 120 buyer searches into 18 page groups and mark the 6 groups with no page today.
• Write briefs for 6 new pages, each with the search intent, the questions the page must answer and the internal links it needs.
• Find 9 existing pages ranking in positions 8 to 20 and draft on-page changes for each.
• Flag 3 technical issues from Google Search Console, such as pages excluded from the index.
• Hand 4 comparison page ideas to the AI content agent, which drafts them for human review.

How the agent counts against your plan limits

Each research job, brief, draft or report the agent produces is an agent task. Growth includes 300 agent tasks a month shared across the active agents, Scale includes 1,500 and Enterprise 6,000. The month above uses about 30 tasks: one research job, 6 briefs, 9 on-page drafts, 3 technical findings, 4 handoffs and a weekly status report each week. Deleting a task does not give it back, the count is usage in the billing period.

Growth plans choose 4 of the 7 agents, so a company that relies on paid search and email might leave SEO off at first and add it later. Scale and Enterprise run all 7 agents at once. The pricing page lists the limits per plan side by side.

How the SEO agent connects to your data

The agent reads from Google Search Console for queries, clicks, impressions and positions, and from GA4 for sessions and conversions on organic landing pages. If you connect HubSpot, Salesforce or Pipedrive, it also sees which organic visits became leads and opportunities, which is how it ranks pages by pipeline rather than by traffic. Connections are read-only by default. If a source is missing, you can import a CSV export instead.

Because the same workspace holds paid search data from Google Ads, the agent can spot searches where you pay for clicks you could earn organically, and the AI CMO can weigh moving part of that spend once the page ranks.

Limits and what stays with people

The agent is good at research, prioritization, briefs and measurement. It is not a replacement for everything an SEO team does, and we would rather say so up front.

• It does not publish to your site without approval, and your team publishes approved changes in your CMS.
• It does not build links through outreach, buy links or run any scheme search engines penalize.
• Original research, expert interviews and product screenshots come from your team. The agent asks for them in the brief.
• In a brand new category with almost no searches, the agent says so and the CMO moves budget to channels with demand.
• Technical fixes that need engineering time stay with your developers. The agent writes the ticket and checks the result.

How it differs from a standalone SEO tool

A standalone SEO platform gives you rank tracking, site audits and keyword lists, and leaves it to you to decide what matters. That is useful data, but it has no idea what your revenue target is, how much you spend on paid search, or whether email is already covering the same buyers.

The SEO agent sits inside a plan. Its brief comes from the pipeline the AI CMO needs, its tasks are ranked by expected pipeline, its results are scored weekly against that share, and its budget can grow or shrink when the CMO re-plans. You can keep your existing SEO tool for crawling and rank tracking and still use the agent as the layer that decides what to do next and reports it to the CEO. See how the AI CMO works for the full loop.

Frequently asked questions