Activation & onboarding review

To: Onboarding squad Re: Where we lose people and what to fix, in order

Summary: Reaching a first chart is what predicts retention (62% at week 2 versus 11% otherwise). Only 33% of signups get there, and the biggest loss, 59% of signups, happens before they connect data. Most of our users are PMs and marketers who can't complete a database connection alone.

Fixes, in priority order

1. Add sample data and a skip option on the "Connect your data" screen. The most common ticket (41%) is "I don't have the database credentials." We ask non-engineers for host, port and SSL mode before they've seen any value. Sample data lets them reach a chart in minutes, and they can connect real data later. Caveat: sample-data users may retain worse than the 62% figure, which likely reflects real data. Track them as a separate cohort and prompt them to connect real data after their first chart.

2. Make it easy to get credentials from someone else. Add a "Send this to your engineer" option: a shareable link or prefilled email containing the connection form and a short setup checklist. Replace the 14-page guide with inline, per-field help. Promote CSV upload as the no-engineer path, since it's currently one of four equal options.

3. Fix the sync experience and its failures. Syncs run up to 20 minutes and cancel if the user leaves. Run them in the background, send an email when they finish, and let users start exploring once the first tables land. Then look at the 18% of tickets that say "my sync failed" and surface specific error messages. In the table-selection step, preselect a sensible default instead of listing every table.

4. Get people to a first chart without an empty canvas. We show twelve templates, then a blank chart builder. Cut the choice to two or three based on role, and auto-generate a first chart from the synced data (or sample data) that the user can edit. This targets the 41% → 33% drop and shortens time to value.

5. Remove friction at the front. Let users into the product before email verification, and enforce it later (e.g., before inviting teammates). Move the role question ahead of template selection, where it drives the default, and drop or defer team size unless something uses it. These are cheap fixes, but I'm ranking them below the others because I can't yet show they're a big loss.

6. Move the invite prompt to after the first chart. The 9% invite rate is 27% of users who reach a chart, so it's mostly a downstream symptom. Fix activation first. Then trigger the invite prompt right after a first chart is created, with a message like "Share this chart," rather than as a generic final step.

Measure first The funnel jumps from signup straight to data connection, so we can't see how many people drop at email verification, role, team size, or the connection form. Add per-screen events this sprint, before changing anything, so we can confirm the ordering above and measure each fix.

Success metrics: signup → first chart (33% today), share of users who connect real data within 7 days, sync failure rate, and week-2 retention split by sample-data versus real-data users.

MEMORANDUM

To: Onboarding Squad From: Product Team Subject: Onboarding Funnel Analysis & Prioritized Fixes

Our last 90 days show 12,400 signups, but we face a steep 59% drop-off immediately after signup (reaching only 41% at data source connection), followed by a massive drop at team invites (down to 9%). Because week-2 retention jumps from 11% to 62% for users who build a first chart, removing friction before that milestone is critical.

Here is where we are losing people and the fixes, ordered by priority:

1. The Data Connection Blockade (Fix First)

• Where we lose people: We drop 59% of users right at the data connection step.² Support tickets confirm why: 41% lack database credentials, and 18% experience sync failures. Forcing product managers and marketers—who are not data engineers—to input host, port, SSL modes, and select from raw database tables while blocking the UI for up to 20 minutes is a conversion killer.
• What to fix:
• Add a pre-loaded Sample Data / Demo Workspace option so users can experience the product immediately without connecting a live database.
• Make data connection skippable or move it after the first chart experience.
• Simplify the CSV upload option or provide pre-built connectors with clear, inline tooltips instead of a 14-page setup guide.

2. The Premature Team Invite Wall (Fix Second)

• Where we lose people: Reaching a first chart drops to 33%, but inviting teammates plummets to 9%—a catastrophic 24-percentage-point drop right before value is fully realized.¹ Users are being asked to advocate for a tool before they’ve even proven its worth to themselves.
• What to fix:
• Remove the team invite step from the core linear onboarding path entirely.
• Relocate the invite prompt to the dashboard or settings menu once the user has successfully built and saved their first chart.

3. Redundant Survey Friction (Fix Third)

• Where we lose people: Screens 3 ("What's your role?") and 4 ("How big is your team?") add unnecessary micro-friction right after email verification.
• What to fix:
• Combine these into a single, clean optional screen or infer them from workspace setup later to streamline time-to-value.

Fixing data connection roadblocks and removing premature team invites will directly protect our week-2 retention (which hinges on reaching that first chart).

To: Onboarding Squad Subject: Where onboarding is leaking—and what to fix first

The biggest loss is before a data source is connected: only 41% of signups get that far. Another 8 percentage points drop before a first chart. Just 9% of signups invite a teammate. The strongest activation signal is the chart: week-2 retention is 62% for users who reach one, versus 11% for those who don’t. Prioritize getting people to a useful chart; treat invites as a later step.

Fixes, in priority order

1. Offer a sample-data path that reaches a real first chart. Let users skip connecting their own data and explore a preloaded dataset, with a clear route to connect later. Many signups are PMs and marketers, and the most common onboarding ticket is missing database credentials (41%). A required technical connection is an especially poor first step for them. This also gives users value while they wait for access.

1. Make connecting data simpler and recoverable. Replace or supplement the 14-page guide with short, connector-specific instructions and troubleshooting. Validate credentials early, explain the required access, and offer a clear retry path. Don’t cancel a sync when someone leaves the page; send progress and failure notices and let users resume. The credential and sync tickets point to concrete blockers, and successful connection is the gateway to the high-retention chart experience.

1. Get users to a chart with fewer decisions. Replace the database-wide table list with suggested tables and plain-language descriptions; cut the 12 dashboard templates to a few recommended starting points. Provide a prebuilt chart or guided first-chart flow rather than an empty canvas. The 8-point drop between connection and first chart, plus the sync burden, suggests too much work remains after connection.

1. Remove early friction that doesn’t create value. Test deferring email verification until after users enter the product, and move role/team questions until they can personalize something useful. These steps currently delay access before users see value.

1. Make inviting a teammate contextual, not a hurdle. Keep it optional; prompt after a user has made or shared a chart, and explain the benefit. Only 9% of signups invite someone, but chart reach—not inviting—is the clearest retention signal.

Track step conversion and time-to-first-chart by path, especially sample-data versus live connection, before expanding the changes.