Does it replace Ahrefs?

No. It orchestrates research workflows on top of your data sources and turns them into briefs and priorities.

How does it handle AI Overviews?

It notes AIO presence and adjusts brief requirements toward citation-worthy structure and entities.

Can it respect product ICP?

Yes. You define ICP filters so vanity volume topics get deprioritized.

Supported when locale-specific Search Console and SERP inputs are connected.

SEO · Research

SEO research AI agent

Turn keyword dumps into prioritized clusters, SERP takes, and briefs ready for writing.

Get a demo SEO automation

Research that leads to shippable briefs

Keyword tools spit lists. Growth teams need clusters, intent labels, and a reason to rank. The research agent builds that map and keeps it updated as SERPs shift.

Outputs plug directly into create and optimize SEO agents.

Observe → decide → act

What this agent watches, how it decides, and what it executes inside your guardrails.

Watches

Seed keywords, Search Console queries, and competitor URLs
SERP features and AI Overview presence
Internal inventory for cannibalization risk
Difficulty vs business value scoring inputs

Decides

Cluster membership and primary target URL strategy
New page vs refresh vs ignore recommendations
Priority order by opportunity and effort

Acts

Writes cluster briefs with outline and entity coverage
Flags cannibalization conflicts for cleanup
Feeds the create agent with acceptance criteria

Example actions

Cluster 400 keywords into 28 topics with primary + support URLs
Mark a page for refresh when SERP intent shifted to comparison
Prioritize five BOFU clusters tied to demo-intent queries

Integrations

Google Search Console
Ahrefs / Semrush-class data
CMS / Sanity
Slack

FAQ

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