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Roundup

The best Shopify A/B testing apps, scored on execution and insight depth

Eleven tools scored on two axes: how deep the execution engine runs, and whether the tool tells you what to test or only runs what you hand it. Then we name which fit a solo merchant, an in-house growth team, an agency, or an enterprise data team.

The landscape

Ranked on two axes

Two things decide the right pick: how deep the execution engine is, and whether the tool tells you what to test or only runs what you hand it. Both are scored 0–100 against the rubrics below. Hover or tap any dot for the full profile.

Tells you
what to test
Runs what
you hand it
Light deliveryDeep execution engine →

Both axes are scored 0–100 against the rubrics published below.

How we scored it

Both axes, scored 0–100

We scored each platform on its audit and experiment capabilities, from each vendor's published behavior. Pick an axis for the method.

ToolScore
Spar55555295
Shoplift42433364
Visually.io42332256
Mida32123042
Intelligems12332038
ABConvert (Trident)12332038
Omniconvert Explore12103534
VWO10103526
Optimizely0000023
Convert.com0000000
GrowthBook0000000
Shopify Rollouts0000000

Each dimension is scored out of 5; hover a column for its weight and method. Score is the weighted total out of 100.

Start with who runs it

Shortlists by who runs the program

The right app is mostly a function of who runs the program. Choose yours, and we will name the two or three tools that fit, the catch, and where Spar sits for you.

One person, a live store, and no testing budget to commit until something proves out.

  1. 1Shopify Rollouts Free, native, zero install. Theme-level only.
  2. 2Mida Generous free tier, a tiny script, AI test ideas.
  3. 3ABConvert Free plan that already covers price and shipping.

The catch

Free tiers cap on traffic or test type. Start free, and only pay once a test has earned it.

Where Spar fits

Start a 14-day free trial first, so your handful of tests target what is actually losing revenue instead of a guess.

At a glance

How the tools compare

Eight criteria across all eleven tools, including Spar.

ToolBest forTest typesShopify nativeVisual editorInsight / auditAgency workflowStarting point
IntelligemsPrice & offer testingPrice, shipping, offer, content, themeYesLimitedLimited (strong margin analytics)Yes$79/mo Core; price testing at $499/mo (Plus)
ShopliftTheme & PDP velocityTheme, template, landing, PDP, content, searchYesYesLimited (Lift Assist suggestions)PartialAround $74/mo
ABConvert (Trident)All-in-one nativePrice, shipping, theme, checkout, offer, URLYesLimitedLimitedYesFree plan; paid up to around $199/mo
Visually.ioTesting + personalizationA/B plus personalization, full-funnelYesYesLimited (AI iteration)PartialAround $15/mo, scaling to around $3,600/mo
MidaLightweight, low-costContent, landing, themeYesYesLimited (AI ideas)PartialFree up to around 50k MTU; around $199/mo paid
Omniconvert ExploreFull CRO suiteA/B, price, personalization, surveys, segmentsYesYesStrong (surveys + segmentation)YesAround $245/mo (annual)
VWOCross-platform growth/enterpriseA/B, MVT, server-side, behavior analyticsVia implementationYesStrong (heatmaps + recordings)YesAround $314/mo (annual)
Convert.comAgency cross-platformA/B, MVT, split URLVia implementationYesLimitedYes (unlimited projects)Around $499/mo; trial only, no free plan
OptimizelyEnterprise experimentationA/B, MVT, feature, server-sideVia implementation (Plus + ODP)YesStrongYesCustom, around $40k to $150k+/yr
GrowthBookOpen-source / dev-firstFeature-flag plus server/client experimentsVia implementationNoLimited (warehouse stats)PartialFree self-host; per-seat cloud
Shopify RolloutsFree theme testingTheme, section, template onlyYes (built-in)Uses theme editorNoneNoFree (analytics need Advanced+)
SparUsAudit-to-experiment workflowTheme, PDP, content, marketing-page (JS variants)Yes (theme app extension)Drafts variation codeStrong (rules-library audit + ranked opportunities)Yes (multi-client workspace)14-day free trial to start

Pricing reflects each vendor's published posture as of the June 23, 2026 review. It is not a quote. Meters and tiers change often: re-validate against the vendor's own pricing page before you buy.

Where Spar fits

Spar is the audit-to-experiment layer

Spar is an AI growth platform for Shopify brands and agencies. Its edge is finding, prioritizing, and producing higher-quality tests rather than out-executing a dedicated price or theme-testing engine. It can deploy tests itself, or hand off to Convert, GrowthBook, or Intelligems and create Jira items, rather than replace them.

Choose a dedicated runner when

  • Pure price or shipping elasticity is the lever: Intelligems goes deeper on margin and profit.
  • Theme and PDP test velocity is the bottleneck: Shoplift ships variations faster.
  • You need enterprise statistical scale across web, app, and server: Optimizely or VWO.
  • You want a general cross-platform experimentation platform rather than a Shopify-focused one.

Choose Spar when

  • Your real question is "what should we test next, and is it worth it?"
  • You want the storefront audited against a rules library and opportunities ranked by evidence and revenue impact.
  • You want the hypothesis and the variation code drafted for you to review, edit, and approve before launch.
  • You run several Shopify clients and need a multi-client workspace with auto-drafted weekly client digests.

Spar runs storefront and marketing-page experiments, staying out of in-app SaaS flows and checkout internals.

FAQ

Frequently asked questions

See what Spar would test on your store

Pick a runner for execution depth. Let Spar find, prioritize, and draft the tests worth running. Start a 14-day free trial on your live storefront.

Last reviewed: June 23, 2026