FOR PRODUCT MARKETERS
See exactly how AI engines position your product — and your competitors
RankSurf tracks prompt-level AI responses so product marketers can monitor competitive positioning, validate messaging, and catch rival launches before they shift perception.
THE CHALLENGE
What Product Marketers teams struggle with
- 1
There is no way to know whether ChatGPT, Perplexity, or Google AI Overview describe your product accurately or at all when buyers ask category questions.
- 2
Competitor launches and announcements appear in AI responses faster than your team can react or counter-position.
- 3
Carefully crafted messaging and positioning do not automatically translate to how AI engines characterize your product.
- 4
Category-level queries in AI may consistently surface competitors while omitting your product entirely.
HOW RANKSURF HELPS
Built for how Product Marketers actually works
Side-by-side competitor benchmarking shows exactly which brands appear alongside yours for every tracked prompt.
Prompt-level tracking lets you monitor the precise queries buyers use when evaluating your category, not just broad brand mentions.
Factual-accuracy checks flag when an AI response misstates your product's features or pricing relative to what you've documented.
Trend data over time reveals whether a competitor launch is shifting share of voice on your tracked prompts, and how quickly.
KEY FEATURES
The tools Product Marketers teams rely on
Competitor benchmarking
Track up to 25 competitors side by side. See which brands appear in the same AI responses as yours and where you are being displaced.
Prompt-level tracking
Define the exact queries your buyers use — product comparisons, category searches, use-case questions — and monitor how each AI engine responds to them over time.
Factual accuracy checks
Go beyond mention counts. RankSurf flags when an AI response about your product contains an inaccurate claim or outdated positioning before it influences buyer decisions.
Knowing that a competitor is gaining ground in AI responses — before it shows up in pipeline data — is the kind of early signal that used to be impossible to get.
FAQ
Questions from Product Marketers teams
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