Pricing Page Redesign

Context

AfterShip's pricing pages were structured around feature lists and price points — not around the merchants they were designed to serve. Merchants arrived from search, scanned a table of features, and picked a plan based on price rather than fit.

The downstream cost was measurable: 17% of new self-serve customers were on the wrong plan in their first month. Some churned when costs exceeded expectations; others churned when the plan felt too limited for their stage of growth. Both outcomes came from the same root cause — the pricing page didn't help merchants self-identify which segment they belonged to.

The problem

17% plan mismatch in the first month.

Internal data showed that a meaningful share of new self-serve customers were mismatched to their plan immediately after signup. The $1 monthly campaign was one measurable signal: Essentials plan signups from that campaign were largely first-time store owners — yet the plan messaging at the time didn't speak to that segment. The product communication was plan-first rather than merchant-first.

Plan mismatch rate — first 30 days post-signup

$1 campaign analysis — Essentials cohort breakdown

Hypothesis

Lead with segment fit, not feature inventory.

The hypothesis was direct: if each plan card leads with the type of merchant it serves — described in terms they use for themselves — more merchants will self-select into the right plan. Feature lists are necessary for evaluation; they are not sufficient for initial orientation.

Secondary hypothesis: reducing the volume slider from 13 steps to 4 ICP-anchored breakpoints would decrease cognitive load at the most decision-critical moment on the page.

Proposed approach — from feature-led to segment-led plan cards

Plan messaging framework

Describe the merchant, then describe the plan.

The redesigned plan cards were restructured around two elements that appear before any feature is listed: a segment label that names who the plan is for, and a GMV / volume anchor that gives merchants a concrete self-check. The feature list follows — but is no longer the headline.

Tracking plans were mapped to GMV segments:

Returns plans were mapped to monthly return volume:

Volume slider

From 13 arbitrary steps to 4 ICP breakpoints.

The existing volume slider had 13 increments — a precision that implied an accuracy the product didn't have, and created unnecessary decision friction. Most merchants don't know their exact shipment volume; they know roughly what tier they're in.

Current state — 13 volume steps with no ICP anchoring

Current plan cards — feature-led, no segment anchoring

SEO & information architecture

Pricing pages are also acquisition surfaces.

A pricing page redesign that only addresses conversion misses the upstream problem: not enough qualified merchants are finding the page in the first place. Three SEO requirements were included in the redesign scope alongside the messaging work.

The FAQ section had been removed in a previous redesign iteration to simplify the page. That decision optimised for visual cleanliness at the cost of SEO signal. Restoring it with curated, intent-matched questions addresses both GEO (generative engine optimisation) and traditional search visibility.

Results

Shipped to 100% of traffic. Four sig wins across the funnel.

A 33-day PostHog A/B experiment ran the new pricing layout against the original (50/50 split, n ≈ 8.3k merchants across Tracking and Returns pricing surfaces). PostHog returned conclusion = won and rolled the new design to 100% of traffic. The redesign produced statistically significant lift at every upper-funnel step, with paid-subscription value moving in the positive direction.

The experiment also surfaced a sharp ICP signal: 87% of pricing traffic and 100% of qualified Contact Sales form submitters came from desktop — validating a desktop-first decision hierarchy for the page layout. Lift was positive across every major market measured (US, IN, CN, HK; +54% to +105%), confirming the ICP-led value messaging worked beyond a single segment.

Design decisions

Three choices that defined the direction.