AI is answering for you. Nobody checked its work. Buyers ask ChatGPT about your pricing, security and integrations before they call. The answer comes from a forum thread, a reseller page, or your competitor. Riff makes sure it comes from you, signed by your team.

RevOps · ChatGPT
Do you integrate with Salesforce and HubSpot?
Cited your competitor’s page
CFO · Claude
What does year two cost once we add a second team?
Answered from a reseller page
Procurement · Gemini
How long does implementation take with SSO?
Answered from a 2022 forum post
Example · 3 asked0 verified

Your first meeting already happened.You weren't in it.

Your buyer's CISO asked ChatGPT where your customer data lives.It answered from a competitor's security page. The deal went with them.

Share of voice is the new vanity metric.
Mentions don’t win deals.

Visibility tools count how often AI says your name. Being mentioned next to “implementation takes six months” is not a win.Riff doesn’t count. It fixes.

Visibility tools give you: A share-of-voice score to show the board
Riff gives you: The buyer’s exact question, and what each engine tells them
Visibility tools give you: A dashboard someone checks on Mondays
Riff gives you: An approved answer, live on your site, in AI search and in buyer chat
Visibility tools give you: Advice to write more pages and hope
Riff gives you: Your team approves each answer before anything ships

See how the platform works →

RIFF maps how your product actually gets bought.

Down to the individual stakeholder and the questions to answer before anyone can say yes.It keeps finding new questions as your product and your buyers change.

Continuously discovering11 questions found · 7 with verified proof
CFO
What does it cost at our volume?Verified
What happens at renewal?No proof
Who signs off on the DPA?No prooffound since
Security
Where does our data live?Verified
What is in scope for SOC 2?Verified
IT / Platform
Does it fit the stack we run?Verified
SSO and SCIM on day one?Verified
End user
How long until my team is live?No proof
How much training does it take?Verified
Can we pilot with one team?Verifiedfound since
Procurement
Do you accept our paper?No prooffound since
When a question has no proof
  1. Gap detected

    A buyer asked. The only answer was someone else’s.

  2. Answer drafted

    From your own material, with sources.

  3. Your team signs it

    Nothing ships unsigned.

    Human in the loop
  4. Published where they look

    Your site, AI search, and the feeds buyer agents read. When an engine cites it, you see the receipt.

What you get · sample Buyer Proof Map

See which questions decide your deals,and who is answering them today.

Acme TMS · example mapExample data

24 questions decide this deal. 9 have proof.

15 are being answered by someone else.

Fix first
  • CFO question · checked in ChatGPT

    What does year two cost once we add a second team?

    Answered from an outdated reseller page

    Draft ready from your pricing page · awaiting your team

Free · about 2 minutes · no sales call. Example data shown; yours uses your domain.

Find out what ChatGPT told your pipeline this week.

You'll get your buyers' deciding questions, each marked verified or missing.Free, about 2 minutes, no sales call.Your competitors would rather you kept staring at the dashboard.