See which external sources shape your credibility, reputation, and AI visibility.
Best for: PR, communications, marketing, and reputation teams
Use it when: You want to build trust beyond your own website.
Discover what third-party sources are teaching AI about your company and how to use them for your advantage.
This report shows what AI is likely seeing, trusting, and repeating about your company across the web, and whether your current external presence is helping or hurting your visibility.
Why it matters
AI systems do not form opinions about your company based on your website alone. They also learn from third-party sources such as articles, directories, reviews, forums, industry sites, and other external signals. Even if your website is clear, AI may still form its opinion based on outdated, inconsistent, weak, or competitor-heavy external signals.
What we look at
We review what trusted sources say about you, how that compares with the way you describe yourself, and which gaps are most important to fix first. Every cited source is included, so you can see which parts of the web are shaping your reputation.
How we know what to check
We focus on five areas based on how AI systems build answers about a company: the sources they find, how they verify facts, the sentiment they detect, the category they place you in, and how recent the information is.This structure comes from studyinghundreds of AI answers to customer-style queries, so the report focuses on the signals that most often influence how companies are represented in AI results.
What you get
Your report will give you
A breakdown of where your company appears across important external sources
Insight into which signals are likely shaping AI's view of your brand
An assessment of narrative consistency, authority, and credibility
Identification of reputation risks, sentiment issues, or missing signals
Competitive context showing who AI may compare you to
Recommendations to strengthen your external authority and AI visibility
Usually delivered within 15 minutes, depending on request volume. Please make sure to check your spam folder as well.
See which external sources shape your credibility, reputation, and AI visibility.
Best for: PR, communications, marketing, and reputation teams
Use it when: You want to build trust beyond your own website.
Discover what third-party sources are teaching AI about your company and how to use them for your advantage.
This report shows what AI is likely seeing, trusting, and repeating about your company across the web, and whether your current external presence is helping or hurting your visibility.
Why it matters
AI systems do not form opinions about your company based on your website alone. They also learn from third-party sources such as articles, directories, reviews, forums, industry sites, and other external signals. Even if your website is clear, AI may still form its opinion based on outdated, inconsistent, weak, or competitor-heavy external signals.
What we look at
We review what trusted sources say about you, how that compares with the way you describe yourself, and which gaps are most important to fix first. Every cited source is included, so you can see which parts of the web are shaping your reputation.
How we know what to check
We focus on five areas based on how AI systems build answers about a company: the sources they find, how they verify facts, the sentiment they detect, the category they place you in, and how recent the information is.This structure comes from studyinghundreds of AI answers to customer-style queries, so the report focuses on the signals that most often influence how companies are represented in AI results.
What you get
Your report will give you
A breakdown of where your company appears across important external sources
Insight into which signals are likely shaping AI's view of your brand
An assessment of narrative consistency, authority, and credibility
Identification of reputation risks, sentiment issues, or missing signals
Competitive context showing who AI may compare you to
Recommendations to strengthen your external authority and AI visibility
Usually delivered within 15 minutes, depending on request volume. Please make sure to check your spam folder as well.
