I. Where the Last Lesson Left Off and Where This One Begins
Lesson 7 covered when a factory is most likely to buy — six demand-window signals, timed entry. You have now learned to read timing and choose the right door to walk through.
But after walking in, things are not always as promising as the signals suggested. Some clients talk warmly, only for you to realize three months later that they never had a budget, or the decision-maker was never part of the conversation, or that "need" was something a manager mentioned offhand with no intention of ever initiating a project.
This lesson solves the following: after first contact, how do you judge whether a lead is worth continuing to pursue?
Start by working out the cost.
II. How Much Does Spending a Month on the Wrong Client Actually Cost?
In first-tier cities, the all-in labor cost for an industrial-goods salesperson — gross salary plus social insurance — runs from 15,000 to 20,000 yuan per month, which works out to roughly 700 to 1,000 yuan per working day.
In a typical day, a mid-level industrial-goods salesperson makes effective contact with about 8 to 12 clients — phone calls, sending materials, and in-person visits combined. If one client is continuously followed for a month, the salesperson's attention on that client is roughly 20% to 30% of the entire month, translating to a cash cost of approximately 3,000 to 6,000 yuan.
That is the cost for a "qualified client."
For an "unqualified client," the situation is worse: the salesperson must also add time spent re-confirming the need, reporting inconclusive progress internally, and waiting for the client to give "an official reply." Real time invested can easily exceed 30%, translating to 4,000 to 8,000 yuan — with a final outcome of zero.
A typical case we have seen: a company selling industrial coating equipment had a salesperson pursue a workshop with roughly 30 million yuan in annual output for more than six weeks — making 11 phone calls, visiting twice, and producing a customized proposal. The client's final response was "the boss feels the timing isn't right yet." The total sales time invested in this deal, converted to cash, was approximately 12,000 yuan — 8% of the equipment's quoted price.
Run three deals like this in a year and the pure loss is approximately 35,000 yuan, before counting the engineer time spent producing the proposals.
The problem is not "no deal closed" — it is "this client should not have been followed this long."
The earlier you cut losses, the smaller the damage. Making the judgment after the first call but before the second is the lowest-cost cut-loss point.
III. The Difference Between Lesson 2 and Lesson 8
In Lesson 2 we covered tiering factory clients into S/A/B/C with a scoring sheet — that is a pre-contact action, based on public information (size, signals, industrial cluster, decision-chain complexity), with the goal of prioritization: determining the order in which to make calls.
Lesson 8 is about post-contact action.
The scoring sheet cannot determine one thing: once this client starts talking, does their real situation match what you saw on the list?
Some clients score very high, but the first call reveals they just changed their decision-making team and all purchasing authority is frozen for the next six months. Some clients score medium, but the phone conversation reveals they are currently building a new workshop and the budget is already going through approvals.
Post-contact judgment relies not on the labels in the list but on signals in the conversation. These are two entirely different sets of tools.
IV. BANT for Industrial Sales: Four Dimensions, Each with Its Own Quick-Judgment Method
BANT is a lead-qualification framework that has been used in sales for decades — Budget, Authority, Need, Timing. The framework itself is sound, but the original version was designed for software procurement contexts, and it needs adjustment when applied to industrial-goods sales.
Factory budgets are not SaaS subscriptions; there is no line item called "annual software procurement budget." Factory decision chains are not a department-manager's signature — they might be the owner's word, or they might be three layers of approvals. Using standard BANT directly produces skewed qualification results.
Below is the industrial-goods adaptation.
B — Budget: Infer Ability to Pay from Scale and Output
Factories will not voluntarily tell you their procurement budget. But scale speaks for itself.
Factories with annual output below 50 million yuan: a single equipment-procurement decision typically falls between 50,000 and 300,000 yuan. Beyond that range, the owner will show obvious hesitation and the procurement cycle will lengthen. For industrial software, annual payment acceptance is generally below 30,000 yuan.
Factories with annual output between 50 million and 300 million yuan: mid-sized factories, with procurement decisions in the range of 500,000 to 3 million yuan; some have separate technology-upgrade budgets. Industrial SaaS annual fees in the range of 50,000 to 200,000 yuan are acceptable.
Factories with annual output above 300 million yuan: large factories with a wider budget range, but also more complex processes and typically longer decision cycles.
Tianxia Gongchang has completed scale classification for 4.8 million Chinese physical-manufacturing enterprises — before the salesperson even dials, they can obtain the factory's output-value range, headcount range, and facility scale. This is a direct input for the initial Budget judgment, removing the need to ask "roughly how much is your annual output?" in the first call — an awkward question at the best of times. Scale data serves directly as the Budget pre-screen, sparing three exploratory calls.
Quick-judgment questions:
- "How does a project like this typically get initiated on your end?" — asking about the process, which implicitly reveals whether a budget has been planned.
- "Have you done similar-scale procurement before?" — asking about past purchase history to gauge spending habits and price acceptance.
Cut-loss signals:
- The counterpart explicitly states "we have no budget for this this year," and the next fiscal year starts more than six months out.
- Scale is clearly below your minimum viable customer profile (e.g., your equipment starts at 500,000 yuan but their output is only 20 million yuan).
A — Authority: Decision Chain, Continuing from Lesson 6
Lesson 6 mapped the factory decision chain — owner/general manager, production/technology head, procurement, finance: four roles with different decision-authority distributions depending on factory size.
In the lead-qualification step, the core Authority question is just one: is the person you are currently talking to actually on the real decision chain?
Do not ask "can you make the call?" — asking this directly offends people, and the answer is almost always "yes" regardless of the truth.
The correct approach is lateral verification:
- "Who else in your company is typically involved in evaluating this kind of procurement?"
- "Have you done similar-scale procurement before? How did that process work?"
The answers will naturally reveal the structure of the decision chain.
Cut-loss signals:
- The counterpart says "you'd have to ask our boss — I'm not in charge of that" — you have not yet reached the entry point of the decision chain.
- The counterpart says "let me look into it, send the materials over" two calls in a row — this typically means they lack the ability to push an internal project initiation, and are using material requests to buy time.
- You have visited three times and the decision-maker has never appeared, nor has the counterpart proactively arranged an introduction.
N — Need: Distinguishing "Politeness" from "Real Pain"
Polite responses in factory settings are extremely common. "That sounds good," "we'd like to work together when there's an opportunity," "we've been considering this area too" — in factory culture, these phrases are often courteous replies, not expressions of purchasing intent.
Genuine need has one distinguishing characteristic: the client can articulate "what would be lost if this isn't resolved."
Not "it would be more convenient if we could do this better" — but "because of this issue, we're losing X amount of labor costs every month," "we had two quality incidents that cost us approximately X tens of thousands of yuan," "we're replacing the equipment because the failure rate on the old machine went up and we lost two days of production last month."
A client who can name the cost is experiencing real pain. A client who cannot name the cost is most likely "interested" but lacks any motivation to initiate a project.
Quick-judgment questions:
- "If this problem stays unsolved, which part of your operation is hit hardest?"
- "Have you ever worked out roughly how much extra this issue costs you per year?"
Cut-loss signals:
- The counterpart says "nothing particularly big — we just wanted to see what's new in the market."
- The counterpart is interested in the product's features but shows no resonance with the problem being solved — this often means they are gathering information, not conducting procurement.
T — Timing: The Window, Continuing from Lesson 7
Lesson 7 covered six demand-window signals. In the lead-qualification step, the Timing judgment needs to be more direct: is this client's buying window now, six months from now, or with no timeline at all?
A client with timing can name a specific advancing event: "Our new workshop goes into production in September, and the supporting equipment needs to arrive before August" or "The tech-upgrade project was approved this year — 800,000 yuan was allocated — and it has to be spent by December."
A client without timing will say "no rush, let's keep looking" or "we'll revisit next year" — these responses do not necessarily mean a client should be abandoned, but they need to be clearly marked for reduced follow-up frequency, not maintained with equal effort.
Quick-judgment questions:
- "If this were to move forward, roughly what internal milestone would need to produce a conclusion?"
- "Is there any external deadline pushing this?"
Cut-loss signals:
- The counterpart has no explicit time pressure, no planned procurement budget, and the need is vague — when all three are simultaneously true, it is typically appropriate to immediately downgrade to "long-term maintenance" and stop proactive pushing.
V. When to Decisively Disqualify
Across the four dimensions, there are three baselines:
Hard cut-loss lines (disqualify if any one is met):
- Scale and price point are severely mismatched, and the counterpart explicitly has no budget for this category and no near-term plans.
- You have been unable to reach any actual figure on the real decision chain, and the counterpart has no intention of making an introduction.
- The counterpart explicitly states they are using a competing product and are very satisfied; this contact is out of courtesy.
Soft cut-loss lines (downgrade when two or more are simultaneously true):
- Need is vague — they cannot articulate a specific loss.
- Timing has no defined milestone.
- Authority is unclear; momentum is stuck at a middle layer.
Downgrade means: stop investing the effort of active follow-up, move into the low-frequency maintenance pool, send one piece of industry information per quarter, and wait for signal changes.
VI. Mini Case Study: Cutting Losses at the Second Call
A company selling hydraulic components, with a sales team of eight people, targeting engineering-machinery and agricultural-machinery factories.
Before the process change, their habit was to follow gut feel: the more enthusiastic a client sounded, the more intensively they followed up. There was a group of clients who responded positively on every call, always saying "let's talk more when we meet," and were followed for three to four months before going silent.
A post-mortem on one quarter's data showed this group of clients had consumed about 35% of total follow-up time, with zero deals closed. Converting that to sales cost: approximately 90,000 yuan — while S-tier clients (matching scale, clear signals, defined timeline) occupied only 40% of follow-up time yet contributed all the closed deals.
After they introduced the BANT quick-screen, one key checkpoint changed: a qualification judgment must be made after the second call ends. Budget and Need are each scored; if either is clearly unqualified, the client is moved to the low-frequency pool.
Three months after the change: S-tier client follow-up time rose from 40% to 65%, the average sales cycle shrank from 71 days to 54 days, and per-salesperson quarterly output increased by approximately 30%.
That group of "hot talkers with no budget and no real need" did not disappear — they went into the low-frequency maintenance pool. Two of them reached out proactively six months later saying a new project was being initiated. Following up at that point was actually more efficient, because the client came to them rather than the other way around.
VII. What Tianxia Gongchang Does at This Step
The hardest part of BANT to judge quickly through conversation is Budget — factories will not voluntarily disclose their output figures, and they will not say how much procurement budget they have. Every call requires an indirect approach, which is both awkward and inefficient.
Tianxia Gongchang has already completed scale classification for 4.8 million factories. Before a salesperson makes the call, they can already obtain this factory's annual output range, headcount range, and facility scale — this is a direct input for the Budget dimension pre-screen, removing the need to probe in the call. If the factory's scale is clearly below your minimum deal threshold, it can be downgraded at the list stage without consuming any calling time. If the scale falls within the target range, the salesperson enters the first call equipped with that information, replacing the awkward budget-probe question with the more natural "how does your tech-upgrade process typically work?"
This is not just saving one small step — for a salesperson reaching 10 factories a day, that adds up to more than 50 eliminated fruitless probing sessions per month, a savings of effort equivalent to a fresh batch of effective follow-ups.
VIII. BANT 8-Question Quick-Screen + Cut-Loss Rules
The following checklist can be filled out after the first call ends and before the second, completed in five minutes.
Budget — Ability to Pay
- Does this factory's scale (output / headcount) fall within my target Ideal Customer Profile?
- Has the counterpart mentioned a precedent for similar-scale procurement, or that this category is already planned in the fiscal-year budget?
Authority — Decision Chain 3. Is the contact I am currently talking to actually on the real procurement decision chain? 4. Has the counterpart proactively mentioned who else is involved in the decision process?
Need — Genuine Need 5. Can the counterpart articulate "what would specifically be lost if this isn't resolved"? 6. Are they actively seeking a solution, or passively learning about what is on the market?
Timing — Timing Window 7. Is there a specific external milestone or internal approved project pushing this? 8. Has the counterpart proactively asked "if we move forward, roughly when could delivery / implementation happen"?
Cut-Loss Rules:
| Situation | Action |
|---|---|
| Both Budget questions are "no" | Disqualify immediately — stop proactive follow-up |
| Both Authority questions are "no" | Pause visits; ask counterpart to introduce the actual decision-maker; downgrade if no response within two weeks |
| Both Need questions are "no" | Move to low-frequency pool, quarterly maintenance |
| Both Timing questions are "no" and Need is vague | Move to low-frequency pool |
| Three out of four dimensions are clearly positive | S/A priority follow-up — define the next advancing event |
| Two or more dimensions are ambiguous | A/B tier — reduce follow-up frequency, wait for signal changes |
One table, eight questions, fill it in and you have a disposition decision. No meeting required. No "let's follow for one more week and see."
IX. Saying "No" Is About Making Room
Many salespeople have a psychological barrier to "giving up on a client" — it feels like wasting the investment already made.
This is the sunk-cost trap. The three calls already made are gone; continuing to follow up will not make those three calls worth more — it will only add the cost of ten more calls to a client whose outcome will not change.
Saying "no" early creates time for S-tier clients.
A salesperson's effective contact time per month is fixed. If 30% of that time is pinned to unqualified clients, S-tier clients get 30% less time — and S-tier clients typically close at ten times the rate of unqualified ones.
Returning time to the right clients is what lead qualification is fundamentally about.
The next lesson covers how to advance deals in a long sales cycle — once a client passes qualification and you have confirmed they are worth deep pursuit, the quote goes out but nothing moves; what can a salesperson still do?