CPC / Analytics

Trial Conversion Deep-Dive

12-month analysis ยท Mar 2025 โ†’ Mar 2026 ยท Data: Mantle + Memory

Baseline

29%

Mar 2025

90-Day Rolling

48%

Dec 2025 โ€“ Mar 2026

Improvement

+19pp

vs Mar 2025 baseline

Install Volume

โˆ’25%

vs Jul 2025 peak

๐Ÿš€

Inflection Point: Non-Variant Flow (Dec 24, 2025)

The single biggest driver of the conversion recovery. By auto-enabling non-variant flow on all new installs, Shopify's 100-variant limit no longer blocks trial users from experiencing the product. Before: variant hell โ†’ abandon. After: clean line-item properties โ†’ convert.

Conversion Rate Over Time

Green line = trial conversion rate (left axis) ยท Blue area = install volume (right axis) ยท Jan 2026 spike = lagged Dec conversions

Correlation Analysis

Q2 2025+13pp29% โ†’ 42%
โ— medium confโ–ผ

Formula builder maturity + support docs

Jul 2025+14pp peak42% โ†’ 56%
โ— high confโ–ผ

Peak install quality (high-intent leads, no competition)

Augโ€“Nov 2025โˆ’17pp56% โ†’ 39%
โ— high confโ–ผ

Options PC captured high-intent searchers โ†’ lower-quality incoming installs

Dec 2025++8pp+39% โ†’ 47%+
โ— high confโ–ผ

Non-variant flow: removed variant hell โ†’ "this just works" โ†’ convert

โš  Why Conversion Alone Can't Save Growth

Monthly installs

~132

ร— 48% conversion

~63 new pays

vs. churn (~6.5โ€“8%/mo)

~62โ€“76 churns

Net result: roughly breakeven to โˆ’13 customers/month. Even at 60% conversion, it's barely positive without higher install volume. The install problem must be solved.

Recommended Levers

1
App Store listing overhaulinstalls โ†‘

Title, description, screenshots. Highest leverage for install recovery. Mention top formula use cases up front.

1
Trial onboarding email sequenceconversion โ†‘

Day 1: "what to build first" ยท Day 3: formula builder guide ยท Day 7: "you're almost out of trial" CTA. Conservative est: +5โ€“8pp conversion.

1
Trial extension (10 โ†’ 14 days)conversion โ†‘

More time = more value realized. Worth A/B testing. Cost: near zero.

2
Non-variant migration (old installs)retention โ†‘

Proactively migrate existing installs instead of requiring them to contact support.

2
In-app review request triggerranking โ†‘

After first successful formula build, request a review. Current review velocity too low.

Generated by Albert ยท March 10, 2026 ยท Data: Mantle MCP, GSC, MEMORY.md