Diagnose a retention problem

To: Maya Lind, CEO From: Staff PM Subject: Retention diagnosis: a March measurement break, persistent SMB leakage, and a mid-market contraction problem

Recommendation

Do not commit two squads to an AI assistant on this evidence. March’s apparent collapse coincides with a changed activity definition, not a revenue-retention collapse. Education’s summer inactivity largely reverses, although August has a real renewal-season revenue loss. The actionable problems are persistent SMB attrition and a sharp increase in mid-market seat contraction after May’s pricing and seat-audit changes.

I recommend one squad on mid-market pricing/value retention and one on SMB team adoption, with a two-week diagnostic phase before selecting interventions. Keep AI to bounded discovery until we establish that it would address material, recoverable revenue loss.

What is—and isn’t—happening

1. March’s 19% activity drop is not evidence of collapsed retention

Total active accounts fell from 2,697 in February to 2,176 in March, down 19.3%. But on March 2, “active” changed from anyone logging in to anyone creating or editing a page. The dashboard crosses a measurement discontinuity; the persistently lower level does not establish persistently worse retention.

The financial evidence contradicts a March revenue-retention collapse:

• Paying accounts increased from 3,208 to 3,246.
• Total ending MRR increased from $573,323 to $588,463.
• Monthly net revenue retention was 99.4% in both February and March; gross revenue retention was approximately 97.2% in both.

Here, NRR = (starting MRR + expansion − contraction − churn) / starting MRR; GRR excludes expansion as well as new revenue. These are monthly movement-based measures, not tracked-cohort retention.

Growing account and revenue totals alone could hide churn behind acquisition. The stable retention measures are the stronger evidence. We still need historical activity recomputed under one definition to determine whether underlying engagement changed.

2. Education shows seasonality, plus a real August loss—not demonstrated freefall

Under the consistent post-March definition, education activity fell from 443 accounts in May to 201 in July, then recovered to 461 in September. Active/paying penetration was 69.3% in May and 68.9% in September. That pattern fits the academic calendar, though one year cannot establish normal seasonality.

There is a genuine financial signal: August churn was $3,925 MRR, versus roughly $900 in other months—about $3,000 above that baseline. August NRR was 95.0%, and ending MRR fell by $1,417 despite new sales and expansion. September MRR recovered to $72,211, above July, but acquisition does not prove the cancelled customers returned.

Most education contracts renew in August. We need renewal-due accounts and dollars, plus prior-year comparisons, to judge whether this is an abnormal renewal problem. August churn divided by all starting MRR is not an annual renewal-failure rate. The survey’s academic-year and budget explanations support investigation, not dismissal.

3. Mid-market is the new deterioration—and cancellation surveys miss its main mechanism

Mid-market contraction averaged $2,397 MRR/month in January–April. It rose to $10,239 in May, peaked at $22,351 in June, and remained $13,212 in September. Cancellation MRR stayed near $2,600–$2,800 monthly: the change is principally revenue shrinking within retained accounts, not more whole-account cancellations.

Two changes launched together on May 15: a 25% seat-price increase and an audit with one-click removal of inactive seats. Both could contribute; this export cannot separate their effects or establish causation.

May’s expansion jumped to $31,585, pushing NRR to 106.0%. That should not be read as equivalent growth in customer usage: higher prices can create expansion dollars. NRR then fell to 95.1%, 96.8%, 98.0%, and 97.8% in June–September, versus approximately 101% before May.

During June–September, existing-account movements removed $40,585 of net MRR after expansion. New sales replaced $27,607, leaving ending MRR $12,978 below May.

Eleven of 15 mid-market cancellation respondents cited post-change seat pricing. That strengthens the pricing hypothesis, but the survey excludes retained customers removing seats—the central population we must investigate.

4. SMB is the largest persistent net revenue leak

SMB monthly NRR remained approximately 97.2%–97.6% throughout the period: not a March collapse, but sustained erosion masked by acquisition.

Of 44 SMB cancellation responses, 17 cited failed team adoption, 14 closure/downsizing, nine price, and four Notion. Adoption is the clearest product-addressable hypothesis; closure/downsizing may be less recoverable. These are respondent counts, not revenue-weighted or necessarily representative causes.

Size of the revenue problem

The January–September MRR movements reconcile as follows:

These are sums of recurring-revenue movement amounts, not recognized revenue lost during the period. Mid-market’s nine-month net figure masks its post-May deterioration.

New MRR of $167.7k more than offset the $70.4k net erosion, lifting company MRR from $543.0k to $640.3k. Growth therefore does not mean retention is healthy.

For scale, SMB’s $52.8k net MRR erosion represents $634k annualized, and mid-market’s June–September $40.6k represents $487k annualized. These describe recurring-revenue decrements, not forecasts of recoverable revenue. We cannot yet calculate the pricing change’s net causal revenue effect.

Next-quarter plan

First two weeks: establish trustworthy baselines. Data and Finance should backfill consistent activity, reconcile account-level MRR, and distinguish price changes from seat changes. Build education renewal cohorts and segment retention by tenure, acquisition cohort, and revenue.

Squad 1: mid-market retention. Interview seat reducers as well as cancellers; examine removals around each account’s billing change and audit use. Test targeted packaging, phased increases, or commitment options against controls. Measure net retained revenue and margin—not just seats saved. Do not obstruct legitimate removal of unused seats.

Squad 2: SMB adoption. Identify where teams fail between setup, inviting colleagues, and recurring collaboration. Test interventions on those failure points, measuring retained paid teams and cohort GRR/NRR rather than activity alone.

Customer Success: education renewals. Conduct August loss reviews and early budget/renewal outreach; report retention against dollars actually due.

AI: discovery, not two squads. Only five of 79 survey respondents named Notion; none explicitly named AI. Notion’s August 3 launch cannot explain March or May–July deterioration. Interview competitive losses and prototype narrowly; require evidence of revenue-weighted demand and retention impact before scaling investment.

To: Maya Lind From: [Staff PM] Re: Retention diagnosis and where we're actually losing revenue

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Bottom line

Retention did not collapse in March, and education is not in freefall. The March drop comes from a change in how we count active accounts. The education dips follow the school calendar. The data doesn't support Notion AI as the driver either: it launched five months after the March drop and shows up in 6% of exit responses.

We do have a real problem, and it's in mid-market. Since the 15 May price rise and seat audit, mid-market accounts have been removing seats faster than we add revenue. The segment went from growing about $10k MRR a month to shrinking slightly. It is now about $40k MRR (about $475k ARR) below where it was heading, and the excess seat removals haven't stopped.

I recommend we don't put two squads on an AI assistant yet. Put one on mid-market pricing and seat value, and one on SMB adoption.

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1. What isn't happening

The March "collapse" is a metric redefinition. On 2 March the dashboard changed "active" from logged in within 30 days to created or edited a page within 30 days.

• Active accounts fell from 2,697 to 2,176 (−19%, your "fifth") in exactly that month.
• Paying accounts rose every single month, from 3,170 in January to 3,474 in September.
• The active share dropped evenly in every segment at once, which is the signature of a definition change rather than customer behaviour:

Since March the active share has been flat. The bar went up and nothing has deteriorated against it.

Education is seasonal, not in freefall. Education active accounts fell to 293 in June and 201 in July, then recovered to 461 in September. That September share (69%) matches March. Paying education accounts grew every month, from 610 to 669. Teachers don't edit pages in July.

August renewals did cost us something. Education churned MRR was $3,925 against a normal ~$900, so about $3k MRR (~4% of the segment) went at renewal. We have no August 2025 figure to compare against, so I can't yet say whether that's worse than usual. Education MRR still ended September at $72.2k, up 18% since January.

Notion AI isn't visible in the data. - It launched on 3 August, five months after the March drop. - "Switched to Notion" accounts for 5 of 79 exit responses (6%): 4 SMB and 1 mid-market. Education has none (2 cited Google Workspace). - Total company MRR grew from $543k in January to $640k in September, up 18%.

Notion is a competitor to watch, but it isn't what is costing us money today.

2. What is happening

Mid-market: price rise plus seat audit, both on 15 May

On 15 May we raised mid-market from $12 to $15 per seat (+25%). On the same day we gave admins a one-click way to remove seats with no activity in 60 days.

Three things stand out:

• Customers aren't leaving. Churn is flat and paying accounts keep rising. Instead, customers are cutting seats.
• Excess contraction since May totals ~$63k MRR, measured against the $2.4k baseline. The price rise added only a one-off ~$23k of extra expansion. The net loss is ~$40k MRR. This matches the gap between actual September MRR ($322k) and the pre-May trend (~$361k).
• It isn't a one-time cleanup. September contraction is still 5.5× baseline. We're losing roughly $11k MRR a month above normal, which adds about $130k ARR of loss each month it continues.

The exit survey points the same way: 11 of 15 mid-market leavers cite "too expensive per seat after the price change."

My read is that the two changes reinforce each other. We made each seat 25% more expensive and, on the same day, handed admins a list of idle seats with a delete button. I can't yet separate the two effects. That's the first thing to measure.

SMB: stable, but a persistent leak we can fix

SMB is steady. MRR is growing about $3.6k a month and churn is flat at about $7.5k a month. Still, that's ~3.1% of SMB MRR lost every month, roughly a third a year, and it's our largest absolute churn.

Of 44 SMB exit responses:

Adoption is the biggest reason we can actually act on. It fits a broader signal: about a third of paying accounts don't create or edit anything in a given month.

Education: winnable lapses

Of 20 education exits, 12 said "end of academic year, will review." These are deferrals, not rejections, and we should win them back before term starts. Another 6 cited budget cuts.

3. Recommendations

1. Squad 1: mid-market pricing and seat value (urgent). - Within two weeks, split contraction by source: seat-audit removals versus other seat reductions. - Interview 10–15 contracting accounts. - Options to test: - Make the audit default to "reassign" or "nudge user" rather than "remove". - Offer annual or volume pricing to soften the per-seat increase. - Introduce a cheaper light or viewer seat. - Proactively offer at-risk accounts a temporary rate. - Target: bring contraction back toward ~$3k a month.

2. Squad 2: SMB activation. - Focus on first-30-day team adoption: invites, templates, a first shared project. - Measure success as the active share in month two and SMB churn.

3. AI assistant: discovery, not two squads. - Run a small spike or customer research. - Track Notion mentions in exit surveys from August onward. - Revisit next quarter if "switched to Notion" or AI-related reasons start rising.

4. Education win-back. - Contact the 12 "will review" accounts now. - Pull August 2025 renewal churn to judge whether this year's ~$3k was unusual.

5. Fix the dashboard. - Restate January–February on the new active definition, or annotate the break, so nobody reads March as a collapse again. - Show education with a year-on-year view.

4. Caveats

• The exit survey is undated, single-choice and small (79 responses). We can't see whether Notion mentions rose after August. Responses should carry a date going forward.
• The recorded price uplift (~$23k) is smaller than a full 25% on ~$309k of MRR would imply (~$77k). Finance should confirm how the increase was booked. If some of it was netted into contraction, the mid-market loss could look somewhat different.
• Education accounts rose in August even as churned MRR quadrupled. The account and MRR files may count things differently, and they need reconciling.

None of these caveats change the conclusion: no March collapse, no education freefall, no evidence yet of a Notion problem, and a real, ongoing mid-market seat loss we caused ourselves and can fix.