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MONDAY, 19 JULY 2021

Minutes Regarding Profile View Interpretation

Someone viewed the profile. The platform provided this information. The platform provided no other information. The rest was supplied internally.

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Field Guide to Profile View Interpretation Operational Stages and Known Failure Modes


Stage 1: The Notification Arrives

A message appears. It states that someone has viewed the profile. Depending on the platform tier, it includes the viewer's name or a count of anonymous viewers.

Both versions produce the same internal process. The named version simply skips Stage 2.

Stage 2: Identification

The name is revealed or inferred. If revealed, the person is looked up immediately. If anonymous, the platform suggests upgrading to a paid tier to see the name. This suggestion is considered for longer than is rational given that the name, once revealed, will only accelerate the process described below.

Stage 3: Hypothesis Generation

The viewer is unknown. The reason is unknown. Both are known within thirty seconds of the notification arriving.

The hypotheses generated include: a recruiter conducting a search, a former colleague reconnecting, someone who received a recommendation, someone who received a different kind of recommendation, someone from an old context who is evaluating current circumstances, or someone who clicked on the profile accidentally and was not thinking about the profile owner at all.

The hypotheses are weighted internally. The weighting is not based on evidence.

Stage 4: Analysis

The notification delivers one data point. The analysis it triggers operates on a much larger dataset that is entirely fabricated. The dataset includes assumptions about the viewer's motivations, current situation, opinion of the profile being viewed, and likely next action.

This analysis takes between two and twelve minutes, depending on how long ago the viewer was last encountered.

Stage 5: The Profile Review

The profile is now reviewed from the perspective of an outside viewer. Sections that seemed adequate before the notification now seem insufficient. A photo that has not been changed in fourteen months is evaluated against standards it was not previously expected to meet.

One edit is made. Usually to the headline.

Stage 6: The Wait

No further contact is initiated. The viewer has not initiated contact either. Both parties are now aware the profile was viewed. One party knows they are aware. The other may or may not know.

The situation resolves in three to five days when no contact materializes and the notification is no longer in the active consideration set.

Field Note

The profile was viewed for less than thirty seconds in most cases documented under this pattern. The internal process it initiates runs considerably longer than the viewing that triggered it.

This is not a flaw in the process. It is the process.

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