B2B Demand Generation
How Marketing and Sales Should Define a Qualified Conversation in Writing.
- Written by
- Parag Masteh, Founder, Mplan
- Published
- Updated
A qualified B2B conversation is a live discussion with a company that fits the written market, a person who can influence the decision, a problem the offer addresses, and a credible next step. Marketing and sales must write and use the same definition. Otherwise lead quality stays an argument instead of an operating decision.

Terms such as “high quality” and “sales ready” hide disagreement. A usable definition lets two people read the same meeting record and reach the same yes, no or conditional. It also records why a conversation was refused, so marketing can change the upstream system rather than defend it. That is the difference between a lead problem and a buying problem.
What must a qualified conversation contain before sales accepts it?
Four things, each observable in the record. If any one is missing, the conversation is not qualified yet, whatever the form said.
Company fit
The industry, geography, operating model or technical constraint the business truly enforces. If sales would still take the meeting when the criterion is absent, it is a preference. Write it down as one, so nobody mistakes it for a rule.
Decision influence
The first participant need not hold the budget. They must be able to explain the buying situation, influence the decision, or introduce the people who can. Record the acceptable authority paths rather than demanding one job title.
Problem relevance
The account can describe a situation the offer is built for. Early research still qualifies when the problem is real. A request for information with no identifiable problem belongs in education. It does not belong on the sales calendar.
Continuation
A legitimate next step: a technical review, a stakeholder introduction, a scoped discovery call, or a consented follow-up at a known date. Qualification is incomplete when nobody owns that continuation.
How short can the decision record be and still work?
One page. The four criteria, the hard disqualifiers, the evidence that counts, and one example each of yes, no and needs review. Add a field only when it changes a decision. A scoring model with no named owner is decoration.
The examples do more work than the criteria. A real, anonymized meeting record for each outcome teaches a new salesperson the standard faster than any definition, and it settles the argument when two people read the same record differently.
- Yes: the company fits, the participant has a credible influence path, the problem is relevant, and a next step is agreed.
- No: a hard disqualifier applies, the inquiry is not commercial, or the problem sits outside the offer.
- Needs review: the company and problem fit, but influence or continuation is not yet established.
Who applies the definition upstream, and who applies it downstream?
Marketing applies it in audience, offer, form and campaign briefs, and reports inquiries, qualified conversations and accepted next steps as three different lines. Sales applies the same four criteria to accept, refuse or return a conversation. A refusal carries a specific reason, such as “outside agreed geography” or “no authority path.” “Bad lead” tells marketing nothing it can repair.
The same page governs the other routes. Account-based marketing and outbound use it to decide who is contacted at all, which is why the definition comes before the account list, not after it.
How do you test the definition on the meetings you argued about?
Take several recent meetings the two teams judged differently. Apply the draft criteria without changing the facts after you see the outcome. Every remaining disagreement exposes an ambiguous rule, missing evidence or an edge case. Revise the page, then run the same records again. This beats debating an invented ideal buyer.
What happens in the first hour after an account shows interest?
This is where most definitions die. A response arrives, sits in a shared queue, and by the time a person reads it the interest has cooled. The definition should name the owner of that first hour and what they receive: the company, the participant, the message they saw and the reason they responded.
Consider a hypothetical: a plant manager at a fitting account replies to a message about a regulatory change. If the reply lands with a person who knows the account and the change, the conversation continues from where the buyer left it. If it lands in a generic inbox, the next message starts from zero and reads as a stranger. Same lead. Two outcomes. The B2B lead generation service treats that handoff as part of the definition rather than a courtesy that follows it.
What a written definition cannot fix
It cannot create demand, improve an irrelevant offer, or force timely follow-up. It makes those constraints visible and stops both teams from hiding them inside a lead-volume argument. Review the page when the offer, the market, sales capacity or the refusal pattern changes. Assign one editor, require both functions to approve a change, and keep the previous version visible.
Questions, answered
Should we use a numeric lead score?
Only when every point maps to observable evidence, the thresholds change a real decision, and a named owner maintains the model. Otherwise use yes, no and needs review with specific reason codes.
Who owns the document?
Marketing and sales own the standard together, with one named editor responsible for versions. Both functions approve a material change because both must apply it.
How often should we revise it?
When the offer, market, sales capacity or refusal evidence changes. A fixed check can prompt the review. Evidence decides whether the text changes.
What about partners and existing customers?
Separate intake and qualification paths. A partner request, a customer expansion, a job application and a new-business inquiry need different evidence and different next steps.