What percentage of B2B sales rep time is spent answering repetitive questions?
B2B sales reps spend 15 to 20 hours every week answering repetitive product questions, which is 40 to 60 percent of their total working time.
The frustrating part is that most of these questions are predictable. Research suggests 60 to 70 percent of early-stage buyer questions cover the same ground every time: pricing structures, integration capabilities, security compliance, and basic feature availability. Yet the default response is still to route those questions through email threads, Slack messages, and discovery calls.
This is the problem Riff was built to solve. Rather than treating every inbound question as a one-to-one human interaction, Riff makes product knowledge instantly available on the website itself, so buyers get answers the moment they need them instead of waiting for a rep to respond.
A few things worth understanding about this:
- The bottleneck is not effort, it is architecture. Critical information lives in scattered docs, decks, and people's heads instead of somewhere buyers can access it directly.
- Waiting creates abandonment. Buyers who cannot find answers quickly do not wait patiently, they move on. The friction of "talk to sales" is real, and it compounds at scale.
- Riff turns existing product knowledge into a conversational layer on the website, fielding foundational questions automatically and freeing sales teams for conversations that require genuine human judgment.
- The highest-value use case is not replacing sales, it is protecting sales capacity. When repetitive questions are handled automatically, reps spend more time on qualified prospects who are ready for deeper engagement.
The broader takeaway is simple: if your sales team is the primary delivery mechanism for basic product information, you have a scaling problem that headcount alone will not fix. Addressing the repetitive question load at the source, before it reaches a human, is where the leverage is.