§ COMPARE · SHOPSHIFT VS CONVERT.COM
ShopShift vs Convert.com: pricing, setup and Shopify fit
Convert.com starts at $299/month and needs a tester; ShopShift is $99 and runs tests itself. Honest comparison with pricing and setup details.
ShopShift runs autonomous CRO on your store — start free.
ShopShift vs Convert.com: two different categories. Convert.com is a capable A/B testing platform designed for CRO practitioners. ShopShift is autonomous conversion optimization — paste one script, AI runs everything.
Updated September 2026 to reflect Convert.com's current pricing and recent AI-assisted features.
TL;DR
- Convert.com is a classical experimentation platform — your team writes the hypotheses, configures the tests, interprets the data, and decides what ships.
- ShopShift belongs to a different category: autonomous conversion optimization. The AI owns experiment design, execution, and winner deployment end-to-end.
- Convert.com fits agencies and in-house teams who want granular experimental control; ShopShift fits solo founders and lean Shopify teams who want lift without staffing a CRO function.
- Pricing is a major separator — Convert.com's entry plan now starts around $799/mo, while ShopShift remains $99/mo flat.
- Neither product is objectively "better." They solve different problems for different buyers, and the right pick depends on who — if anyone — will own testing at your company.
What Convert.com is
Convert.com is a mature, feature-dense experimentation platform aimed at serious CRO practitioners. It handles A/B tests, multivariate tests, split URL tests, and personalization campaigns on essentially any website. Agencies and mid-market-to-enterprise ecommerce brands rely on it when they have a dedicated optimizer — or the budget for a consultant — to build and manage an experiment roadmap. Convert.com defaults to frequentist statistics with Bayesian reporting available as an option, and it connects to analytics stacks including Google Analytics 4, Segment, and Mixpanel.
Control is Convert.com's defining strength. Practitioners can set custom traffic allocations, build detailed audience segments, define primary and secondary goals, and coordinate experiments across many pages at once. Privacy is another emphasis: the platform is GDPR-compliant and ships a cookieless testing mode. In 2026 Convert.com also added AI-assisted variant suggestions, though a human still designs, launches, and reads every experiment. For organisations that treat experimentation as a discipline — with a backlog, a roadmap, and velocity targets — Convert.com remains a dependable choice.
What ShopShift is
ShopShift is not a testing tool you operate — it is autonomous conversion optimization software that operates itself. You paste a single script tag into your Shopify store, and from that moment the AI continuously scans your storefront for friction, generates variants, splits traffic, measures lift with Bayesian winner detection, and deploys winning changes on its own. There is no hypothesis backlog to groom, no test brief to write, and no analyst required to interpret results.
We built ShopShift for Shopify merchants who do not have — and do not intend to hire — a CRO team. The system runs around the clock, stacks small wins into compounding revenue gains, and delivers a plain-English summary of every change and its measured impact. The outcome we optimise for is revenue lift from day one, without the overhead a classical experimentation programme demands.
Side-by-side comparison
| Dimension | Convert.com | ShopShift |
|---|---|---|
| Pricing | From ~$799/mo (entry plan, 2026) | $99/mo flat |
| Who designs experiments | Your team or agency | The AI — fully autonomous |
| Statistical method | Frequentist (Bayesian optional) | Bayesian winner detection |
| Setup | Tag install + manual test configuration | One script tag, nothing else |
| Time to first test | Days to weeks (team ramp-up) | Under 24 hours |
| Reporting | Detailed experiment dashboards | Plain-English automated summaries |
| Audience targeting | Advanced manual segmentation | AI-driven, automatic |
| AI assistance | Variant suggestions (added 2026) | Full autonomy — design to deployment |
| Integrations | GA4, Segment, Mixpanel, 100+ | Shopify-native |
| Best for | CRO teams, agencies, enterprise brands | Solo founders, small Shopify teams |
| Platform | Any website | Shopify only |
Where Convert.com wins
Convert.com is the stronger pick in several genuine scenarios:
- Total experimental control. When your team must define exact hypotheses, traffic splits, and success criteria, Convert.com delivers that precision. Every decision stays with your people.
- Sophisticated audience segmentation. Its targeting engine scopes experiments to specific cohorts — returning visitors, high-LTV buyers, geographic segments — at fine granularity.
- Cross-platform coverage. Convert.com runs on any website, not only Shopify. If your stack spans a custom storefront, landing pages, and checkout flows on different technology, it copes.
- Agency operations. Agencies juggling multiple client accounts get workspaces and reporting purpose-built for that model.
- Frequentist compliance. Some organisations mandate frequentist statistics for governance or regulatory reporting. Convert.com's default methodology satisfies that requirement.
Where ShopShift wins
- Zero team overhead. ShopShift needs no CRO manager, analyst, or consultant. The AI carries every step from hypothesis to deployment.
- Speed to lift. With no test-design phase, experiments begin within 24 hours of install. Classical programmes frequently take weeks to launch their first test.
- Flat, predictable cost. At $99/mo, ShopShift is realistic for stores that cannot justify an $800+ monthly platform fee before consulting costs even start.
- Continuous compounding. Rather than one test at a time, ShopShift runs many small experiments in parallel and stacks the wins — compounding revenue lift faster than a sequential manual roadmap.
- Bayesian efficiency. Bayesian winner detection reaches confident conclusions with less traffic than frequentist significance thresholds require, which matters for stores under 50,000 monthly sessions.
What's changed since June 2026
Two developments are worth flagging since this comparison first published. First, Convert.com adjusted its pricing: the entry tier now starts around $799/mo, up from roughly $699/mo earlier in the year, widening the cost gap for smaller stores. Second, Convert.com introduced AI-assisted variant suggestions — a helpful drafting aid, but not autonomy. A practitioner still writes the hypothesis, configures targeting, launches the test, and interprets the outcome. The category line between assisted manual testing and autonomous conversion optimization has, if anything, become clearer: AI features bolted onto a manual platform still require a human operator, whereas ShopShift's model requires none.
Who should pick Convert.com
Choose Convert.com if you have — or are actively building — a dedicated CRO practice. That means someone who owns the experimentation roadmap, can write a testable hypothesis, knows how to read a confidence interval, and has bandwidth to manage a backlog. Convert.com is also the right call for agencies running experiments across client properties, for brands that need testing beyond Shopify, and for organisations whose analytics governance demands frequentist reporting with explicit significance thresholds. At its price point, Convert.com pays off when you have the human capital to exploit its depth.
Who should pick ShopShift
ShopShift exists for Shopify merchants who want conversion lift without standing up a CRO practice. If you are a solo founder, a small team wearing many hats, or a growing brand that has not yet hired an in-house optimizer, ShopShift is the shorter path to results. You get continuous experimentation compounding in the background — while you focus on product, marketing, and fulfilment — at a fraction of the cost of a platform plus a consultant. If your honest answer to "who on your team will own A/B testing?" is "nobody yet," ShopShift is the right category for you.
Frequently asked questions
Q: Can I use ShopShift and Convert.com at the same time?
Technically yes, but it causes conflicts. Both tools modify your storefront and split traffic, so running them together will corrupt each other's data and produce unreliable readings. If you currently use Convert.com and want to evaluate ShopShift, pause your Convert.com experiments first, then install ShopShift. You can always return to Convert.com later if you decide to staff a CRO team.
Q: Does ShopShift work for stores outside Shopify?
Not at this time. ShopShift is built exclusively for Shopify and relies on Shopify's native data layer to detect friction and measure lift precisely. If you run a custom storefront, WooCommerce, or BigCommerce, Convert.com is the better fit — it is platform-agnostic and well-documented across stacks.
Q: How is Bayesian winner detection different from frequentist A/B testing?
Frequentist testing — the default in most classical tools including Convert.com's standard mode — asks you to fix a sample size in advance and wait until it is reached before reading results. Bayesian winner detection updates continuously as data arrives and reports a probability that one variant beats another. For most Shopify stores with moderate traffic, that means faster decisions on less data — no waiting to hit significance on a predetermined sample plan.
Q: Convert.com added AI features in 2026 — doesn't that make it autonomous too?
No. Convert.com's AI assistance drafts variant ideas, but a human still designs the experiment, configures targeting, launches it, and interprets the result. That is assisted manual testing. Autonomous conversion optimization means the system identifies opportunities, builds variants, splits traffic, and deploys winners without an operator. ShopShift keeps working whether or not you ever log in.
Q: What does "autonomous" mean in practice — does ShopShift ever ask for my input?
ShopShift starts and runs experiments without requiring anything from you. The AI decides what to test, builds variants, splits traffic, and applies winners automatically. You receive plain-English reports covering what changed and the measured lift. You can review changes, pause experiments, or roll back a winner if you disagree — but none of that is needed for the system to keep running.
Q: Convert.com has a free trial. Does ShopShift?
Yes. ShopShift includes a 14-day free trial with no credit card required. Install the script, let the AI complete its first round of experiments, and see measured lift before paying anything. Convert.com offers a trial as well, though at roughly $799/mo for the entry plan, the ongoing commitment after the trial is substantially larger.
Q: Is ShopShift suitable for high-traffic enterprise stores?
ShopShift is optimised for small-to-mid Shopify stores — roughly up to several hundred thousand monthly sessions. At the enterprise end, where you have a full experimentation team, strict governance, and multi-platform infrastructure, a purpose-built platform like Convert.com is likely the stronger fit. ShopShift's value is autonomous operation for lean teams; enterprises usually have the headcount to run the classical model well.
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