Activation & onboarding review

MEMO To: Onboarding Squad From: Product Leadership Subject: Fixing the Onboarding Funnel

Team,

Looking at the last 90 days, the story is clear: getting users to their first chart is everything. Week-2 retention jumps from 11% to 62% once a user builds a chart.

Right now, we are losing 59% of signups before they ever connect data, and another 8% before they build that first chart. Why? Because our signups are PMs and marketers, yet we are forcing them through a data-engineer onboarding flow.

Here is where we are losing people and what we need to fix, in priority order:

1. Add a “Send to an Engineer” flow & Sample Data (Screens 5–6) * The Problem: 59% of users drop off before connecting data, and 41% of support tickets are “I don’t have database credentials.” PMs and marketers don't have Postgres passwords or understand SSL modes, and a 14-page guide won't help them. Because there is no skip option, they hit a hard wall. * The Fix: Add two buttons to Screen 5: “Explore with Sample Data” and “Invite an Engineer to connect data.” Let the PM experience the "aha" moment immediately with a sandbox dataset while their engineer handles the credentials in parallel. This also instantly fixes our low 9% teammate-invite rate by giving users a real reason to invite a colleague early.

2. Make data syncing asynchronous (Screen 8) * The Problem: We lose 8% of our total signups (nearly 20% of those who actually manage to connect data) between connecting a source and building a chart. A 20-minute progress bar that cancels if you close the tab is a conversion killer, and it's driving 18% of our support tickets. * The Fix: Move syncing to the background. Let users close the tab (or play with sample data) and email them the moment their data is ready. Also, replace the raw list of every database table (Screen 7) with smart defaults so non-technical users aren't overwhelmed.

3. Eliminate the "Empty Canvas" (Screens 9–10) * The Problem: A user picks a dashboard template on Screen 9, only to be dropped into a blank chart builder on Screen 10. Blank canvases cause analysis paralysis. * The Fix: Make the templates on Screen 9 actually populate pre-built charts on Screen 10 using their data (or the sample data). Give them a working chart immediately that they can tweak, getting them across that 62% retention threshold automatically.

4. Remove pre-value friction (Screens 2–4) * The Problem: We pause the flow for email verification and ask two CRM-style profiling questions before the user has seen the product. Every step here costs us momentum. * The Fix: Let users into the product immediately and require email verification later (e.g., before they can share a chart). Cut the “team size” question entirely, and only keep “role” if we use it to auto-select their dashboard template in Step 9.

Let's scope Item #1 for this sprint.

To: Onboarding Squad Subject: Fixing Our Activation Funnel: Priorities & Action Plan

Where We Are Losing People

Our biggest drop-off occurs at Step 5–8 (Connect Data): 59% of signups leave without connecting a data source.

We are asking PMs and marketers for database ports, SSL modes, and passwords they do not possess. 41% of our support tickets are “I don't have credentials,” followed by 18% for failed syncs. Furthermore, requiring a 20-minute, open-tab sync kills momentum.

Because Week-2 retention jumps from 11% to 62% once a user builds their first chart, our sole objective is getting non-technical users to that "aha!" moment in under two minutes.

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What to Fix (In Priority Order)

#### 1. Add “Explore with Sample Data” & a Clear “Skip” Button (Step 5) * What: Let users bypass database connection entirely using a fully populated e-commerce or SaaS demo dataset. * Why: This is the highest-leverage fix. It immediately unblocks the 59% who drop off at Step 5 and the 41% who lack DB credentials, giving them an instant path to create a first chart and experience the product’s value on Day 1.

#### 2. Introduce “Invite a Data Teammate” at Connection (Step 6) * What: Add a 1-click option: “Don't have credentials? Send an invite link to your data lead to connect your warehouse.” * Why: Replaces a dead end with collaboration. The PM stays in the app using sample data while the engineer handles credentials asynchronously.

#### 3. Make Syncing Asynchronous (Step 8) * What: Run syncing in the background. Notify users via email/in-app alert when ready instead of forcing them to keep a 20-minute tab open. * Why: Directly addresses our second-biggest support issue (18% sync failures/cancellations) and eliminates the drop-off caused by tab abandonment.

#### 4. Pre-Populate the Dashboard; Kill the Blank Canvas (Steps 9 & 10) * What: When a user selects a template, generate it automatically with 3–4 standard charts instead of dropping them onto an empty canvas. Prompt them to tweak one existing chart. * Why: Bridges the 8% drop-off between connecting data (41%) and creating a first chart (33%). Editing an existing chart is far lower friction than building from scratch.

#### 5. Defer Email Verification and Profiling Questions (Steps 2, 3, & 4) * What: Move verification to a non-blocking banner at the top of the app, and cut or defer the role/team-size questions until after the user creates their first chart. * Why: Every barrier before core value reduces trial-to-paid conversion. Let users reach the product before demanding administrative tasks.

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Next Step

Let’s implement Priority 1 (Sample Data) this sprint. It requires zero infrastructure changes to our warehouse sync logic and directly targets our biggest activation leak.

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.