The prompts that compare you
Track the buyer-intent and competitor-comparison prompts where deals are won or lost.
Solutions · Product Marketing
Win the comparison prompts.
When buyers ask AI which tool is best, product marketing decides whether you're in the answer. CitedOS measures that moment - and helps you move it.
For your team
Be in the comparison.
How AI frames you
See not just whether you're named, but the sentiment and context the model gives you.
The gap to close
Benchmark against rivals and get the sources that flip a comparison your way.
How CitedOS helps
Own the battleground.
Track the battleground
Monitor the buyer and competitor-comparison prompts that decide deals.
Sentiment + position
See how the model frames you, not just whether you're named.
Sources that flip it
The citations that swing a comparison your way, prioritized.