Content briefs trained on what actually ranks. Not what looks good in a doc.

What's in every brief

Each brief is built from the actual SERP for that keyword — not a one-size-fits-all template. The result is a doc your writer can act on without back-and-forth.

01

Pick a keyword from your opportunity queue

Keyword gaps are surfaced from your GSC data and site crawl — not from a generic keyword tool. You start with what's already relevant to your client.

02

AI generates a structured brief

The brief engine pulls live SERP data via DataForSEO, applies NLP weighting from Cora SEO signals, and produces a full brief in under 60 seconds.

03

Send to your writer or AI draft

Export the brief as a structured doc, assign it to a team member, or trigger an AI first draft — all within the same workflow.

04

Track from brief to published

Content status moves through the pipeline. When it publishes, the URL enters your GSC monitoring loop automatically.

Not a template. A signal.

Most brief generators produce the same structure for every brief. Ours is trained on the actual SERP for each keyword — word count, heading density, entity frequency — so every brief reflects what actually ranks for that query.

DataForSEO + Cora SEO under the hood.

Live SERP data from DataForSEO combined with NLP correlation weighting from Cora SEO signals. We're not guessing at what Google wants — we're measuring what's already working.

Connected to your audit, not floating in isolation.

Content brief opportunities come from your site's own keyword gaps and declining pages — not from a disconnected keyword tool. Every brief has a reason it exists.

AI search visibility built in.

ChatGPT and Perplexity pull from topically authoritative content. Our briefs include entity coverage recommendations specifically designed to increase citation likelihood in AI-generated answers.