klulkler B2B research guide
A researcher observing a working session from the side of a conference table

Market observation

Market observation at the point of contact

An interview asks a person to remember a purchase. Observation stands inside a point of contact while the purchase, the setup, or the renewal is still awkward. klulkler uses both. Memory is eloquent and tidy. A live scene shows who goes quiet, which artifact gets passed around, and which question ends the meeting. Those details belong in claude notes beside the transcript, not in a dashboard.

Three lenses

What you are allowed to notice

Sequence

Order of talk

Who speaks first, who is asked to leave, and which topic arrives before the buyer is ready. Order is evidence. A price conversation that starts before proof is a friction signal, not a personality trait.

Artifact

The object in the room

A security questionnaire, a redlined clause, a sandbox login, a spreadsheet of incumbent costs. Note which object the group trusts. Ignore the slide they politely compliment.

Absence

The empty chair

The economic buyer who “will review async.” The operator who will inherit the tool and was not invited. Absence is part of market observation. Do not fill it with a guess presented as fact.

Where it is legitimate to stand

Observation without permission is not research. It is eavesdropping. klulkler’s standard is plain: you are in the scene because the account, the event, or the public setting allows it, and people know you are there to study the work.

Useful, ordinary scenes in US B2B markets include a security review, a procurement call, a legal walkthrough, an onboarding hour, a quarterly business review, an implementation standup, and a peer conversation at a conference where the topic is the work rather than a booth script. Public community threads can be read as language, with the limit that performers write differently in public than they speak under a contract deadline.

Choose the scene from the stall you already suspect. If interviews say the deal dies in security, do not spend the week at a trade-show booth counting badge scans. Badge scans are not decision-makers. The map of legitimate scenes is laid out in touchpoint mapping.

A field protocol that fits on one card

Before the scene, write the question you are there to see, not a hope. “Does the reviewer get a sentence they can reuse, or only a product noun?” is a question. “Confirm that buyers love the platform” is a wish.

During the scene, keep claude notes in four lines: what was said verbatim, what object was used, who did not speak, and where time actually went. Afterward, separate what you saw from what you think it means. The second list is not a finding until pattern synthesis has a second or third scene with the same mechanism.

One observed meeting is a case. Say “in this review.” Do not say “buyers behave.” The discipline is the same one that keeps customer interviews from pretending to be a census.

A small buying group around a table with notebooks closed and laptops open

A buying group is a scene with an order of talk. Market observation records that order. It does not score the room.

What observation is not

It is not a count of booth visitors, not a heat map of a website offered as “the voice of the buyer,” and not a secret recording. It is not proof of revenue impact. A stalled security review can explain a long cycle. It cannot, by itself, tell you what the cycle is worth in dollars. If someone asks for that translation, the honest answer is that the observation was not designed to produce it.

Hand the scene notes to the people writing language only after the friction has a name. Purchase friction is the vocabulary. Positioning synthesis is the later sentence. Observation’s job is to stop that sentence from being written in a room that does not exist.

Pick the scene before you interpret it

A point of contact is a choice. Map it, then watch it, then write claude notes a colleague can audit.

Open touchpoint mapping