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Building · Bar Product Community · 2026
Law students · Bar exam preparation

Bar prep stirred in May, engagement up off a low base, KB traffic strong.

May logged 6 posts, 9 comments, 8 contributors, and 328 logged-in members, a step up from April's near-silence. The community sits at 1,695 students and 3,276 alumni after May's reclassification moved a graduating cohort to alumni. The /kb/barprep KB page continues to drive thousands of organic visitors with no clear conversion path into the community.

Attribution · May 2026
$4,220
Monthly · was $7,485 in April
Alumni · May 2026
3,276
+531 MoM · students → alumni
Logged in · May 2026
328
Vanilla active · -39 vs. April
/kb/barprep visitors
3,169
Last 28 days, organic
Engagement Trends · Two-Year View

Bar's monthly rhythm

2025 baseline shows the full prior year; 2026 partial line shows what we've recorded Jan to May.

Logged in Users · Monthly

Distinct members who logged in at least once that month (Vanilla active users).

Posts & Comments · Monthly

Discussion-volume baseline for 2025, plus 2026 Jan to May.
Pipeline & Revenue

Cohort growth and lead attribution

Students Enrolled · 2025 vs. 2026

Active student population in the Bar cohort, end-of-month.

Lead Attribution · Monthly

Tracked revenue attributed to Bar community engagement, per month.
The Story

What this team is actually doing

Bar prep is the smallest of Kaplan's communities by engagement volume, and yet, perhaps the largest by latent acquisition opportunity. The /kb/barprep knowledge-base page drew 3,169 active users in 28 days, almost entirely from organic search. That's a top-of-funnel pipeline most teams would envy. The downstream conversion into community membership and discussion is where the gap sits.

The community itself is small but stirring. It sits at 1,695 students and 3,276 alumni in May after the reclassification moved a graduating cohort into the alumni column. May discussion ticked up to 6 posts, 9 comments, and 8 contributors, a step up from April's near-silence but still single-digit, typical for a between-test-cycle window.

The strategic move is unchanged: convert the KB traffic into community participation. A single "Join the discussion" prompt at the bottom of /kb/barprep, or a logged-out preview of the active bar-prep thread, could turn organic search into community members. The existing acquisition channel is doing the hard work; the platform needs to close the loop.

The angle
The KB-to-community conversion test is the highest-value experiment on the platform. If we convert 5% of monthly /kb/barprep visitors (~150 users) into community members, the Bar community more than doubles in size every month. Today's conversion appears to be near zero.
Observations

Four things worth noticing

3,169 KB visitors / 432 prospects
The acquisition channel is 7× larger than the conversion downstream.
Cohort reshaped in May
1,695 students, 3,276 alumni after the reclassification.
Discussion ticked up in May
6 posts, 9 comments, 8 contributors, off April's near-silence.
Adoption 26% in May
Healthy for a between-cycle community; the July bar exam is the next driver.