AI Visibility for Product Marketers
Your positioning, as an AI platform actually repeats it back — not as you wrote it in the deck.
You spend weeks getting positioning and messaging exactly right — the category you claim, the differentiators you lead with, the comparison points you want a prospect to walk away with. AI platforms compress all of that into a few sentences when someone asks about you or a competitor, and there is no guarantee they use your language, your category, or your differentiators at all. You need to know what actually comes out the other side.
What's on your plate
- You cannot tell if AI platforms describe your product using your positioning or a flattened, generic version of it
- A launch goes out with a clear message and you have no way to measure whether it shifted how you show up in AI answers
- Competitive battlecards are built for human sales conversations, not for the comparison answers AI platforms generate unprompted
- Messaging updates take months to land in AI training and retrieval sources, and you have no way to track whether the old positioning is finally gone
The questions this actually answers
See your positioning as it actually gets repeated
MentioningYou surfaces the language AI platforms actually use to describe you — the category, the differentiators, the comparisons — so you can check it against what you intended to ship. When there is a gap between your messaging doc and the AI answer, that gap is now visible instead of assumed away.
Competitive answers, not just competitive decks
Comparison queries ("X vs Y") are tracked directly, showing which product gets recommended and on what basis when AI platforms are asked to weigh you against a named competitor. That is the same battleground your sales battlecards were built for, now measurable on a surface your reps cannot see in real time.
Launch impact you can actually report
Run a baseline scan before a launch and a follow-up after, and you get a before-and-after read on whether new messaging, a new feature, or a rebrand changed how AI platforms talk about you — evidence for the launch retro that goes beyond pageviews and social mentions.