MKT.12:4 - Solution

MKT.12:4.1 - Define the receiving question and try the existing answer

Name who must decide, what alternatives remain live, when the decision matters and what answer would change it. Replace “understand our customers” with, for example, “decide whether the next offer needs an easier acquisition route or a different way of performing the work”. Ask what observation would distinguish those alternatives. If no plausible answer changes the move, revise the question or stop collecting.

Inspect available service records, previous inquiries, current customer accounts and relevant external sources. Check their subject, period and conditions before reuse. An old answer about individual buyers may not answer a current question about organisations with a separate access authority. Conversely, age alone does not defeat an answer whose conditions still hold.

Use sufficient information. When a missing fact can be obtained by a known suitable operation, obtain that fact and check its meaning. For a surviving non-routine knowledge question, take the question and existing grounds to RMP.1. Its qualification can return an existing answer, adjacent work, a missing-input hold or a research brief. Calling an activity customer research does not determine which result is appropriate.

MKT.12:4.2 - Choose the object, people and kind of answer

Distinguish the person performing the work, selecting a solution, paying, permitting access and living with its effects. They may be one person or several. Name the relevant episode or continuing activity as well as the people. “The company wants less effort” hides whose effort and which decision can establish a commitment.

Choose the inquiry from the unresolved distinction:

These routes can inform each other. A choice history can expose the wrong activity boundary; an outcome comparison can reveal a difference worth exploring in a new conversation. The result of one route becomes a question or input for the other, not automatic evidence for its conclusion.

MKT.12:4.3 - Investigate results of performing the work

Start with an executor and an activity described independently of a preferred product. Ask the person to walk through a concrete attempt: what started it, what they did, what they tried to achieve, what made success difficult and what happened afterward. Observe the relevant work or inspect its permitted traces where that can challenge the account. Separate a requested feature from the result it is expected to improve.

Use the attempt to sketch what must be accomplished for the activity to succeed. Start with its central work, then recover the preparation and completion it depends on. Ask what each part achieves and whether it is merely a feature of the present solution. “Open spreadsheet A” may serve “establish which source values are valid”; another solution can perform that purpose differently. A small map or list helps retain these relations. Keep the boundary tied to the decision instead of expanding into everything the person does.

Challenge the sketch with a materially different attempt, including an interrupted or unsuccessful one when it could expose a missing part. Examine handovers and combinations of tools that the initial account treated as incidental. Ask what was omitted, repeated or repaired and what outcome mattered there. Test a proposed addition against an actual attempt or relevant participant; a suggested possibility alone does not establish an unmet need. If the addition describes another activity, either revise the inquiry’s boundary explicitly or leave it outside this answer.

Turn a vague desire into a result that can be interpreted consistently. “Make reporting easy” might conceal time spent locating missing entries, risk of sending an incomplete report, or effort correcting discrepancies. State the direction of improvement, the thing affected and the relevant circumstances. Ask participants to explain the wording in their own situation; split an item when people are rating different things. A product-independent statement helps compare solutions, but it may still omit an important concern.

Check coverage before ranking the surfaced results. For each relevant part of the activity, determine whether the inquiry has a usable account of success, an unresolved question or a reason it cannot affect this decision. Ask what a plausible missing outcome could change: the target group, proposed contribution or next inquiry. Pursue the smallest missing observation when it could alter that choice. If it cannot be obtained, return the affected choice as unresolved or narrow the recommendation to what the evidence supports. When the remaining uncertainty cannot change the bounded next move, stop at that scope; more interviews are not required merely to lengthen the list. Existing sufficient material can supply this comparison without a new mapping exercise.

Once meanings and coverage support the intended comparison, compare importance and present attainment for the people and work under consideration. Keep the two questions distinct. A result can be important and already adequately attained, or poorly attained but irrelevant to the current decision. Inspect combinations within and across cases before using an aggregate. A priority score is a decision aid under its assumptions; it does not prove demand, causal benefit or a stable segment.

Return candidate target results, the activity and contrasting attempts they cover, the relevant differences between executors and their evidence. Identify any unresolved omission that can change the receiving decision and the smaller answer needed to settle it. MKT.1 uses this to qualify customer groups; MKT.2 uses it to construct an offer. If the activity or meaning of a measure changes, revisit that part of the comparison before carrying forward its ranking.

MKT.12:4.4 - Reconstruct a choice and the transition it involved

Select an actual episode rather than a hypothetical favourite. Ask for the sequence from the earlier situation through first concern, search, comparison, decision and what followed. Where did the person first consider a change? What was happening then? Which alternatives were genuinely available? What made one acceptable and another difficult? Preserve uncertainty about dates or reasons instead of silently completing a smooth story.

Use concrete episodes and permitted documents to probe the account. “We chose it because it was modern” may lead to a more useful account of an upcoming deadline, a trusted colleague’s advice, a procurement restriction or fear of losing a valued way of working. Functional, emotional and social considerations can coexist. Keep each attributed to the participant and supported at the strength available; do not diagnose motives that the inquiry cannot establish.

Include a contrasting case when it can defeat the explanation: someone who stayed, delayed, chose another supplier or did not complete a transition. Compare the circumstances that differ, not only the words people use. A possible explanation of several episodes can guide an offer or acquisition change. Estimating how often it applies needs additional grounds.

MKT.4 consumes the actual transition difficulty. If the episode shows that the person seeks a different result altogether, return to the problem and offer rather than treating every objection as a barrier to remove.

MKT.12:4.5 - Match the observation window to the experience question

For a specific transaction, collect information close enough to recover the relevant event and send an actionable failure to the operating recipient. For a continuing relationship, observe use and changes over a period that can reveal the issue; a pleasant purchase does not settle later usefulness. For a new possibility, use a bounded exploration whose observations can change the proposed contribution. These are different choices of cadence and recipient, not obligatory successive phases.

Select the combination of observation, conversation and measures from what each can expose. A log may show that an action stopped without showing why. A conversation may explain a perceived difficulty without measuring its frequency. A rating records a response under particular wording and conditions. State what each contributes before joining them.

Schedule inquiry around the decision and the participant’s burden. Combine requests when their meanings remain clear; stop repetitive questioning when it no longer changes the answer. Give urgent operational failures their own response rather than making them wait for a periodic research report.

MKT.12:4.6 - Obtain and interpret enough evidence

Choose cases that can distinguish the live explanations, including access failures or non-users when their absence would bias the answer. An initial purposive set can discover differences. A population estimate needs a defensible population and sampling design; a convenient set of willing customers does not acquire representativeness by growing larger.

Arrange permitted access, understandable participation and competent inquiry. Pilot consequential questions on a small attainable case to find ambiguity before wider collection. Keep the question wording, relevant context and source of observations recoverable in the ordinary working material. Retain only information needed for the stated use under the applicable conditions. Obtain specialist advice where access, rights or a statistical claim depends on it.

During analysis, separate observed events, participant reports and your inferences. Compare cases and examine contrary observations. Ask whether a difference could come from the way information was obtained: selective response, changed wording, interviewer prompting, a different period or an incentive to give a favourable answer. A plausible explanation is useful as a hypothesis when it guides the next discriminating move; it need not be inflated into a general law.

MKT.12:4.7 - Return an answer that changes the work

Deliver the answer in the recipient’s decision terms: what was learned, about whom and under which conditions; which alternative it supports or defeats; what remains unknown; and what action or smaller inquiry is now warranted. Show the evidence needed to challenge a consequential inference. A concise note can suffice; no particular report format makes the inference valid.

The answer can support proceeding, changing the offer, repairing supply, retaining an existing choice or stopping. If the receiver cannot act, resolve the missing recipient or authority instead of maintaining an unused measurement programme. Reopen only the affected question when customer work, roles, circumstances, measurement meaning or the decision changes.