For content teams
More contentisn’t the fix.
What should we publish next?
The agent
Start with the twelve buyer questions where competitors get cited and you don’t.
Why does this piece deserve a slot?
The agent
It closes a real gap on a question buyers ask before they choose.
Can the agent write in our voice?
The agent
Yes. It writes from your knowledge base, your style rules, and sources you’ve approved.
Can we review it before it goes live?
The agent
Yes. Nothing publishes until you’ve approved it.
Which existing page should we update first?
The agent
Your comparison page. Competitors now outrank it on three high-intent questions.
Did the article change anything?
The agent
It picked up new citations across the engines we track and brought AI visits back.
Available engines
#1
Share of voice in tracked metabolic-health answers
LifestyleRx
65x
AI-search visibility lift
Vessel
+190%
AI-search visibility since March
Cognito Health
The problem
You don’t know what AI will cite.
1
Keyword tools can’t see AI answers.
Search volume doesn’t reveal which questions surface competitors, or which pages earn the citations.
2
Your next win may already exist.
A strong page can still be outdated, poorly structured for AI, or absent from the answers that matter.
3
Traffic can’t show what changed the answer.
Visits alone don’t tell you which page earned a citation, influenced visibility, or created the result.
Know what to write, and what it did.
The content lifecycle
Find
See questions where competitors appear, your pages are missing, or an existing page falls short.
Brief
Get a brief grounded in the gap, the sources AI relies on, and your own style rules.
Publish
Edit, approve, and publish through the CMS you already use.
Measure
Track citations, AI-driven visits, and competitor movement after publication.
Evidence before the draft
Your research is done
before you open the doc.
A ranked queue of gaps.
Questions prioritized by intent, competitive coverage, and potential upside.
Briefs built on evidence.
Each brief starts with the gap, the sources AI relies on, and the angle your team can own.
Drafts in your voice.
Created from your knowledge base and style rules, ready for editorial review.
Pages worth refreshing.
Existing content flagged when its proof, structure, or coverage is thin.
A report on what got cited.
See which pages earned citations and visits, what changed, and what to make next.
The editorial priority queue
A queue you can hand straight to a writer.
The agent builds the evidence. Your team decides what gets made.
- 1The question the page needs to answer
- 2The competitor or citation gap behind it
- 3The sources AI already relies on
- 4Whether to create, update, or fix a page
- 5What changed after it shipped
“We’re telling everyone we know about ChatFeatured. Our team is small, and this is the first time organic visibility has felt fun again. The best part is that we’re beating our revenue targets while we do it.”
+190%
AI-search visibility since March
Armon AraniFounder, Cognito HealthQuestions content teams ask