Questions answered directlyWhat else should you know?
These answers preserve the product boundaries and focus on the decision this page is designed to support.
Are the conversations on this page real customer posts?+
No. They are fictional teaching scenarios designed to explain qualification. They do not represent customers, endorsements, observed demand, or product outcomes.
Why not show only keyword matches?+
Keywords can indicate topic relevance but do not prove current need or offer fit. The product needs grounded context from the person with the need before a conversation becomes a visible lead.
Does a recommendation request always qualify?+
No. The request still needs direct fit with the saved offer, enough context, current source availability, acceptable response risk, and no hard exclusion such as seller-owned promotion.
Can a competitor complaint become a lead?+
It can when the person describes an unmet need that the saved offer genuinely addresses. A competitor name or negative sentiment without a current requirement expressed by the person with the need is not enough.
What happens when a relevant conversation is not yet a Strong match?+
It stays out of the customer queue while need, offer fit, source quality, or response risk remains unresolved. It becomes a lead only after completing every required qualification check.
Do illustrative scores predict conversion?+
No. Any visual score or label explains the qualification decision. It is not a forecast of response, qualified-lead status, sale, revenue, or return on investment.
Can a prepared reply include a product link?+
The customer decides whether a link is useful and appropriate for the platform and conversation. Every prepared reply should be reviewed and edited before manual posting.
What if the source conversation changes or disappears?+
Freshness and source availability are qualification inputs. The customer should reopen the original context before posting and skip the response when the discussion is no longer available or relevant.
Can a lead be relevant without being commercially appropriate?+
Yes. The topic may fit while timing, community norms, privacy, tone, or relationship context makes a response unhelpful. You still decide whether and how to respond.
What do these examples show?+
They show the qualification standard and the evidence behind a visible lead. Compare those examples with your own free queue. Fictional scenarios explain the method, not the volume your market will produce.