A Plus brand has the same conversion-funnel anatomy as a 100-order-a-month Shopify store: shoppers land, evaluate, add to cart, drop, recover, check out. What changes is the leverage. A 0.3% lift on a $50M GMV store is $150,000 a year. A two-point Lighthouse regression compounds across every paid-traffic dollar. A broken add-to-cart shipped on a Tuesday afternoon costs a Plus brand more before the standup ends than a small store loses in a quarter.
Generic CRO tools — Hotjar, Mouseflow, Smartlook, FullStory, Contentsquare — were not built for this. Their filters do not know what a Shopify customer tag is. Their segments cannot distinguish a Markets storefront from a B2B price list from a logged-in subscription customer. Their tracking scripts ship through a tag manager and chip away at Lighthouse on a theme that is already fighting for every millisecond.
Propel Replays is the same tool 7,000+ Shopify stores already use to find friction — built on Shopify primitives, with the segmentation Plus brands actually need and the performance budget Plus stores actually have.
These are the four jobs Plus operators consistently bring to qualitative tooling. None of them are unique to Plus — they just hit harder at scale.
At Plus volume, the headline conversion number masks ten or twenty sub-funnels behind it: returning customers, paid-social cold traffic, email cohorts, B2B accounts, subscription regulars, Markets segments. Some are converting brilliantly. Some are quietly bleeding. The aggregate number does not tell you which.
Filter replays by any Shopify customer field — customer tag, order count, total spent, cart value, logged-in vs. anonymous — and stack on device, country, UTM, and landing page. Compare returning B2B accounts to first-time DTC visitors. Pull a click-and-area heatmap for the mobile cohort vs. the desktop cohort on the same PDP. Find the segment that is leaking before the quarterly review does.
This is the part generic CRO tools cannot do. Their filters do not understand Shopify's customer model, so segment-level CRO on Plus stores devolves into spreadsheets and best-guesses. Propel reads replays natively.
Most Plus brands are already in a war with their Lighthouse score: theme apps, checkout extensions, marketing pixels, A/B testing scripts, all stacking on the critical path. Adding a third-party heatmap tag through GTM costs measurable LCP — and at Plus volume that translates directly into ad-platform quality scores, bounce rate, and SEO ranking.
0ms impact on Core Web Vitals — measured. Propel ships as a Shopify theme app embed: Shopify injects the script at the bottom of every page after the rest of the theme has loaded, and the script itself is async. Nothing blocks render. Lighthouse scores measure identical with Replays installed and disabled. No GTM, no synchronous third-party blob, no extra DNS hop on the critical path.
You can verify this on your own theme before paying anything. The free tier covers up to 750 pageviews a month — more than enough to A/B-test Lighthouse with and without Replays on a staging environment.
Qualitative data was supposed to be the answer to "why are people not converting." On a small store you watch ten replays and the answer falls out. At Plus volume you generate ten thousand sessions a day, and the team that was supposed to review them watches eight a week and gives up. The library becomes a graveyard.
Insight alerts proactively surface the day's biggest orders, biggest abandoned carts, and biggest abandoned checkouts — your team starts the day on a value-ranked queue instead of an empty search box. Every replay is also AI-summarised on open: a two-sentence narrative of what the visitor was trying to do and where the friction was, with full Shopify customer and order context baked in. Skim 200 sessions in the time it used to take to watch ten. Stack on rage-click and dead-click detection, plus product-page alerts for sudden ATC-rate drops, and the qualitative library finally behaves like a triaged queue rather than a graveyard.
AI per-replay summaries are not unique to Propel anymore — Clarity and MIDA ship them too. What is differentiated here is the Shopify context the summaries see, plus the proactive surfacing layer on top.
On a Plus team, a single broken interaction touches five roles. The CRO lead spots it in a heatmap. The developer needs the exact replay to debug it. The designer wants to annotate the breakpoint. Support has three tickets that look related. Merchandising wants to know whether it is product-specific. Sending screenshots back and forth does not scale.
Every replay has a shareable, deep-linked URL — paste it into Slack, Linear, or Notion and the recipient lands on the same playhead position. Replays also link back to the actual order in Shopify admin, so support and merchandising get the customer context for free. Annotation and role-based access are on the roadmap as part of the Plus-tier work; today, shareable links plus Shopify-admin handoff cover most of the cross-team workflow.
We would rather be honest about what is in production than over-promise on collaboration features that are still being designed.
We are not going to pretend Propel has a deep Plus customer base it does not have. Most of the merchants recording with us today run sub-Plus Shopify stores. The architectural fit — Shopify-native, 0ms, AI-summarised, segment-aware — is the same at any volume. The Plus-tier plan with extended retention, dedicated response times, and multi-store roll-up is in development; if you are evaluating us at Plus scale, talk to us so we can size the rollout properly.
We are building it around what Plus operators have been asking us for. None of this is shipping today; we would rather call it a roadmap than fake an enterprise tier. If you want a voice in how this gets built, get in touch.
Replay and heatmap data kept for longer windows so quarterly and annual analysis is possible without exporting. Retention length is being designed with input from Plus operators.
Priority response times and a named contact, instead of the standard support queue. Today, support is led by Tom — frequently named in 5-star reviews — and answered by humans, often the engineer who built the feature.
For Plus brands running multiple expansion stores or Markets storefronts: cross-store dashboards and consolidated heatmaps so the org sees one picture instead of five.
SAML SSO, granular role-based permissions, and audit trails — the basics Plus security teams expect for any tool that lands on their stack.
Inline annotations on the replay timeline, threaded comments, and tighter Slack and Linear handoff for cross-functional teams that are reviewing sessions together.
We are designing this with Plus operators, not at them. Email chris@propelcommerce.io if you want to be in the room while it gets built.
Install Propel Replays free and put it on a staging theme this week — or email us first to talk through the rollout. Free up to 750 pageviews/mo. Plus-tier plan in development.