Skip to main content
BlogsFor Your Role

PR & Brand Team Guide to Mentions, Citations, and Sentiment

Track how AI platforms describe your brand, which sources they cite, where sentiment shifts, and how competitors appear in AI-generated answers.

Guides
H

Hema Team

July 2026 · 7 min read

TL;DR

  • PR and brand teams should monitor what AI platforms say about the brand.
  • Key signals include mentions, citations, sources, sentiment, share of voice, and competitor comparisons.
  • AI answers may influence buyers, journalists, investors, and partners before they visit your website.
  • Sentiment and source quality matter strongly for reputation.
  • Hema AI helps PR teams track AI brand visibility from one dashboard.

Why PR Teams Need AI Visibility Tracking

AI platforms are becoming a new brand discovery surface.

People may ask:

What is this company known for? Is this brand reliable? What are the best companies in this category? What are the alternatives? How does this company compare with competitors?

The answer may shape perception.

PR teams need to know how AI platforms mention, describe, cite, and compare the brand.

How to Track Brand Mentions

Brand mentions show where your brand appears in AI answers.

Track:

which prompts mention the brand which platforms mention it how often it appears which competitors appear nearby whether mentions are increasing or declining

Mentions are the first signal.

If your brand is not mentioned, it is not part of the AI conversation.

How to Review Citations and Sources

Citations show which sources support AI answers.

Review:

cited pages cited domains competitor sources source accuracy source freshness source sentiment source gaps

If AI platforms cite outdated or weak sources, the brand narrative may suffer.

If competitors are cited from stronger sources, they may appear more credible.

How to Monitor Sentiment

Sentiment shows how AI platforms describe your brand.

Track whether the tone is:

positive neutral negative

Also review why.

Sentiment may be shaped by:

reviews old articles source quality comparison pages competitor content unclear brand pages missing FAQs

Sentiment helps PR teams detect narrative risks early.

How to Compare Competitor Narratives

AI answers often describe brands in relation to competitors.

Compare:

who appears more often who has stronger sentiment who is cited more often who owns share of voice which sources support competitors which prompts they dominate

This helps PR teams understand whether the brand is leading, lagging, or being positioned incorrectly.

How to Report AI Brand Visibility

A simple PR report should include:

mentions sentiment citations top sources competitor movement share of voice prompt gaps narrative risks recommended actions

The report should be practical.

It should show what AI platforms are saying and what the team should improve next.

Why should PR teams track AI answers?

Because AI answers can influence reputation, trust, and buyer perception.

What is an AI mention?

It is any time an AI-generated answer refers to your brand.

What is AI sentiment?

It is the tone or evaluation AI platforms use when describing your brand.

Can PR teams control AI answers?

No. But they can improve content, sources, facts, and visibility signals over time.

Frequently Asked Questions

Why should PR teams track AI answers?

Because AI answers can influence reputation, trust, and buyer perception.

What is an AI mention?

It is any time an AI-generated answer refers to your brand.

What is AI sentiment?

It is the tone or evaluation AI platforms use when describing your brand.

Can PR teams control AI answers?

No. But they can improve content, sources, facts, and visibility signals over time.

H

Hema Team

Contributor

Hema AI helps teams track and improve how their brand appears across AI search platforms.