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.
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.
what to testRuns what
you hand it
Both axes are scored 0–100 against the rubrics published below.
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.
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.
How the tools compare
Eight criteria across all eleven tools, including Spar.
| Tool | Best for | Test types | Shopify native | Visual editor | Insight / audit | Agency workflow | Starting point |
|---|---|---|---|---|---|---|---|
| Intelligems | Price & offer testing | Price, shipping, offer, content, theme | Yes | Limited | Limited (strong margin analytics) | Yes | $79/mo Core; price testing at $499/mo (Plus) |
| Shoplift | Theme & PDP velocity | Theme, template, landing, PDP, content, search | Yes | Yes | Limited (Lift Assist suggestions) | Partial | Around $74/mo |
| ABConvert (Trident) | All-in-one native | Price, shipping, theme, checkout, offer, URL | Yes | Limited | Limited | Yes | Free plan; paid up to around $199/mo |
| Visually.io | Testing + personalization | A/B plus personalization, full-funnel | Yes | Yes | Limited (AI iteration) | Partial | Around $15/mo, scaling to around $3,600/mo |
| Mida | Lightweight, low-cost | Content, landing, theme | Yes | Yes | Limited (AI ideas) | Partial | Free up to around 50k MTU; around $199/mo paid |
| Omniconvert Explore | Full CRO suite | A/B, price, personalization, surveys, segments | Yes | Yes | Strong (surveys + segmentation) | Yes | Around $245/mo (annual) |
| VWO | Cross-platform growth/enterprise | A/B, MVT, server-side, behavior analytics | Via implementation | Yes | Strong (heatmaps + recordings) | Yes | Around $314/mo (annual) |
| Convert.com | Agency cross-platform | A/B, MVT, split URL | Via implementation | Yes | Limited | Yes (unlimited projects) | Around $499/mo; trial only, no free plan |
| Optimizely | Enterprise experimentation | A/B, MVT, feature, server-side | Via implementation (Plus + ODP) | Yes | Strong | Yes | Custom, around $40k to $150k+/yr |
| GrowthBook | Open-source / dev-first | Feature-flag plus server/client experiments | Via implementation | No | Limited (warehouse stats) | Partial | Free self-host; per-seat cloud |
| Shopify Rollouts | Free theme testing | Theme, section, template only | Yes (built-in) | Uses theme editor | None | No | Free (analytics need Advanced+) |
| SparUs | Audit-to-experiment workflow | Theme, PDP, content, marketing-page (JS variants) | Yes (theme app extension) | Drafts variation code | Strong (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.
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.
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