Demand intelligence, grounded

Find the demand.
Respect the gap.

Riley learns what your product can honestly do, watches where customers ask for help, and separates real opportunities from the things you do not support—yet.

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r / saas18 min ago
“Is there a way to learn what prospects keep asking for before it becomes a roadmap debate?”
Supported Grounded response ready for human review
Riley never clicks Post in v1.

Most listening tools tell you what people said.

Riley tells you whether your product belongs in the conversation.
01—03

One loop.
Two useful outcomes.

  1. 01

    Learn the boundary

    Approve a versioned profile of products, capabilities, evidence, exclusions, and voice.

  2. 02

    Listen for real asks

    Scan approved sources on a bounded cadence and preserve the exact conversation evidence.

  3. 03

    Route truthfully

    Supported asks become reviewable drafts. Partial and unsupported asks become product-gap evidence.

The demand-gap ledger

The “no” is often more valuable than the pitch.

Riley keeps original asks visible, distinguishes missing coverage from zero activity, and lets the product team acknowledge, watch, or dismiss a gap without inventing a roadmap.

FitAction
SupportedPrepare a grounded response
PartialState the limit; record the gap
UnsupportedDo not pitch; count the evidence