What Is PlantIn A/B Testing On Its Plant-Care Paywall?

Lazyweb Research detected 21 distinct experiments at PlantIn (July 2026), and all 21 touch the paywall. [1] In the CTA dataset PlantIn runs 21 paywall CTA experiments, 9 of which changed the CTA text — one of the larger single-company CTA test sets in the corpus. [2] These are observed before/after variations with inferred rationale, not company-confirmed A/B tests.

All 21 detected PlantIn experiments are on the paywall; 9 rewrote the CTA text (July 2026).

Lazyweb Research · n=21 · Published 2026-07-07

paywallpricingmonetizationexperimentsmobileupsell

The finding

Lazyweb Research detected 21 distinct experiments at PlantIn, all 21 on the paywall. [1] In the CTA dataset it runs 21 paywall CTA experiments, 9 of which changed the CTA text. [2] PlantIn is a pure-paywall experimenter with one of the larger CTA test sets among the 30 companies with 8+ CTA experiments, iterating the button copy on roughly 43% of them.

How it compares

PlantIn's 21-experiment CTA set sits just behind Snapchat (37) and Mimo (23) in raw CTA volume, and plant-identification apps run consistently deep paywall programs.

AppCTA experimentsChanged CTA text
PlantIn219 [2]
Mimo2310 [3]

How to apply it

PlantIn is a benchmark for a plant-care utility running a high-volume, offer-weighted paywall program (9 of 21 change the CTA copy). If your utility app monetizes plant ID or care reminders, PlantIn shows the category sustains 20+ paywall variations — evidence to justify a continuous test program rather than a one-time paywall build. [2]

Caveats

All figures are observed variations with LLM-inferred rationale, not company-confirmed A/B tests — no lift is measured. [1] CTA claims use the 795-experiment CTA dataset. [2]

The numbers

StatComputed from
21 distinct experiments; all 21 on the paywallcompany_total:plantin (value 21; paywall 21)
21 paywall CTA experiments, 9 changed CTA textpaywall_cta_by_company plantin 21/9
Mimo 23 CTA experiments, 10 changed CTA textpaywall_cta_by_company mimo 23/10
Methodology. Universe: 21 distinct PlantIn experiments (21 CTA experiments) within 4,814 detected diffs / 795 CTA diffs, July 2026. Extraction: LLM-inferred rationale on observed variations. Caveat: detected variations only, never confirmed A/B tests.

Sources & citations

  1. [1] Lazyweb Research analysis of 21 detected experiments (PlantIn, ~800-app mobile corpus), July 2026. COUNT(DISTINCT experiment_id) on before/after diffs; splits from is_paywall.
  2. [2] Lazyweb Research analysis of 795 paywall CTA experiments (146 companies), July 2026. paywall_cta_experiments; plantin 21/9.
  3. [3] Lazyweb Research analysis of 795 paywall CTA experiments (146 companies), July 2026. paywall_cta_experiments; mimo 23/10.

Source: Lazyweb Research — proprietary analysis of real, in-market app screens. Cite as Lazyweb Research, 2026-07-07.

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