Lists & Comparisons
Vantage GuidesBuying guide
The 12 customer data platforms enterprise teams shortlist
Page verified
- Your CompanyNot named
- Competitor OneNamed
- Competitor TwoNamed
- Competitor ThreeNamed
Representation gap
Brand & Communications
AI didn't cite the publication. It cited this article.
AI engines answer your buyers' questions, and they cite their sources. When one of those sources is someone else's coverage, Sourcepath gives you the article itself: the publication, the byline, and who appears on the page.
Representation
Your competitors are named on pages you can't edit. Sourcepath checks each one for your name.
Every third-party page an AI engine cited gets fetched and read. Sourcepath looks for your brand and for each competitor you track, and reports what it found in the page's own text.
None of these is a page your team can edit. What you do about each one depends on what kind of page it is.
The surfaces
A review profile is not a news article. Sourcepath tells them apart by the page, not the logo.
The sources AI cites around one buyer question are different kinds of surface, and each creates different work. Sourcepath classifies the page that was actually cited, not just the site it sits on.
Some of what these ask, Sourcepath answers from the page itself. The rest is a judgment call, and it tells you which is which.
The handoff
When the evidence stops, the work doesn't. Sourcepath hands your team the five checks.
On a page Sourcepath could read, two of these arrive already answered from the page's own text. The other three are judgment calls, and they are written for an analyst document rather than borrowed from a review site.
The other page from that source blocks automated retrieval. Sourcepath says so, and hands over the same five checks with two of them still open.
Brand perception
Being mentioned isn't the same as being understood. Sourcepath tells you which answers actually said something.
An answer that lists you among five platforms has told your buyer nothing. Sourcepath sets those aside and works only from the answers that made a real claim about your brand, then shows you what they said.
That is what the answers said. Now look at the outside sources that keep appearing around the questions you track.
The landscape
The same outside sources keep turning up. Sourcepath counts how many of your buyers' questions each one appears across.
Across every question you track, Sourcepath records which sources each AI engine cited. Most appear once. A few come back again and again, and those are the ones worth a Communications team's time.
You now know where you stand, and who else is in the room. What is left is the order you take it in.
The work
You don't have to work out where to start. Sourcepath hands your team the brief, in order.
For each source that matters, Sourcepath assembles what it knows, the motion the surface calls for, and the one page to open first. Then it puts the sources in the order it would take them.
Questions
What communications teams ask. About brand reputation in AI search.
How can a communications team monitor brand reputation in AI search?
Track the questions people actually ask about your brand, and Sourcepath records how each monitored AI assistant answers them — the characterization it carries, and the pages it cited to get there. Across enough answers the themes that recur become visible, with the original wording kept underneath so you can read the sentence yourself rather than a summary of it.
Which earned-media and third-party sources show up in AI answers?
Whichever ones the answers actually cite — and the useful signal is recurrence. A publication cited once across your tracked questions is noise; one cited across a dozen of them is a relationship worth having. Sourcepath groups the cited pages by destination and shows how often each comes back, so the shortlist is observed rather than assumed. See how those sources are traced.
Can Sourcepath tell us whether our brand is actually named on a cited page?
Yes, and it answers in three states rather than two: found, not found, or unknown when the page could not be read. That check is a literal read of the page's own text, not an inference — which is exactly what makes it usable in a pitch. You are not telling an editor you think you are missing from their piece; you know.
How does Sourcepath distinguish earned media from analyst, review and listing work?
Each recurring destination is routed to the marketing workstream it genuinely belongs to — Earned Media & PR, Analyst Relations, Reviews & Customer Proof, Lists & Comparisons, or Reference & Listings. A buying guide and an analyst page are both third-party sources, but they are not the same job, and they rarely belong to the same person on your team.
Can we use this to decide what to pursue first?
That is the point of it. A source carries how often it recurs, whether your brand is on it, and which competitors are, so a brief can be ordered by evidence instead of by whoever asked most recently. Sourcepath does not contact anyone or edit an outside page — it tells you which conversation is worth having, and the relationship is still yours to run. See how that picture is reported over time.
Is this media monitoring or reputation management software?
Neither. Sourcepath does not track press clippings, social mentions or review volume, and it does not suppress or manage anything. It watches one surface — what AI assistants say about you and which pages they cited — which is a narrower question than how the world is talking about you, and a more answerable one.