For PR & brand teams
Shape the storyAI tells.
Which sources are shaping what AI says about us?
The agent
Three publications drive most of the answer, and you’re in only one.
What’s AI getting wrong?
The agent
It’s repeating an old product description from a third-party page that still gets cited.
Where should we focus first?
The agent
The review page AI cites most when buyers compare companies in your category.
What should we send the publisher?
The agent
There’s a brief ready for you to review: the gap, why it matters, and what to ask for.
Did anything change after the update?
The agent
The corrected description now shows in four tracked answers, and the old source gets cited less.
What belongs in the brand report?
The agent
Cited sources, sentiment, competitor movement, what to pitch next, and the next risk.
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
The pages AI trusts aren’t yours.
1
Someone else’s page shapes the answer.
Reviews, publications, and comparison pages often influence what AI says about your brand before it reaches your site.
2
A mention isn’t influence.
Knowing where your brand appears isn’t enough: see which pages AI actually cites, and how they frame you.
3
Monitoring doesn’t tell you what to do.
A sentiment score can’t tell you which publisher to contact, what needs correcting, or how to change the outcome.
From source to next move.
The PR and brand lifecycle
Detect
Find the claims, descriptions, and gaps shaping how AI describes your brand.
Prioritize
Rank sources by citation frequency, competitive context, and risk.
Pitch
Get the context, the brief, and the reason to contact each publisher.
Monitor
See whether the source, AI’s answer, and your position actually change.
The outputs
Know which publication to contact, and why.
A map of what gets cited.
The publications, reviews, and third-party pages AI relies on to explain your category.
A list of what needs fixing.
Outdated claims, missing proof, and competitor messaging that keeps shaping the answer.
Pitch targets, ranked.
The pages worth pursuing, each with a reason to reach out.
Briefs ready to use.
The relevant context, the correction or opportunity, and the case to make.
A weekly change report.
Source citations, answer wording, sentiment, and competitor movement in one place.
Your brand watchlist
Every answer traced to the page that shaped it.
The agent keeps the list current, and you decide what actually goes out.
- 1What AI is saying about you
- 2Which page is shaping the answer
- 3Whether it’s a risk, a gap, or an opening
- 4Who to contact about it
- 5What changed after you acted
“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 PR and brand teams ask