Side-by-side comparison · 24 data points
AI-powered product recommendations & search: cart, checkout, post-purchase upsells, and A/B testing
| Rebuy Personalization Engine | TikTok | |
|---|---|---|
| Tagline | ||
| Description | ||
| Screenshots | images | images |
| Languages | ||
| Platforms | ||
| Developer | ||
| Listed |
| Metric | Rebuy Personalization Engine | TikTok |
|---|---|---|
| Rating | 4.7 ★ | ★ 4.8 ★ |
| Total reviews | 831 | ★ 13k |
| Free plan | Yes | Yes |
| Pricing | Free plan available | Free to install |
| Built for Shopify | — | — |
| Pricing tiers | ★ 3 tiers | 1 tier |
| Listed features | ★ 5 | 4 |
| Featured placements | — | 4 |
| Review velocity (30d) | — | 0 new |
| Languages | 1 supported | 19 supported |
| Listed since | May 2019 | Oct 2020 |
Rebuy Personalization Engine and TikTok are evenly matched on rating (4.7★ vs 4.8★) — the differentiator comes down to pricing fit, feature breadth, and which app's interaction pattern suits your team's workflow. Pricing entry tiers: Rebuy Personalization Engine at Free plan available, TikTok at Free to install. Check each app's tier structure for the capacity limits you actually need before deciding — the headline number is the same shape, but the gating shape per tier (apps, orders, integrations) varies. TikTok has the larger user base (13,325 reviews vs 831), which usually maps to broader integration coverage, faster bug-fix cadence, and a deeper bench of community workflow patterns. Rebuy Personalization Engine's smaller cohort can be an advantage for niche workflows where the bigger app has accumulated bloat. Recommended evaluation path: install both apps' free tiers (where available) and run them in parallel on a small cohort of orders for 7-14 days before committing. The data tables below show the per-feature breakdown — for most merchants the deciding factor will be a single integration or workflow detail that's hard to compare from listing pages alone. This verdict is generated from the live marketplace data on this page — rating, review count, pricing tier, and category position all refresh from the canonical Shopify App Store listing every 24 hours. AppRanks does not accept payment to influence comparison outcomes; the methodology is documented on the About page and applies identically to every pair on the site.
Read each app's audit: Rebuy Personalization Engine audit • TikTok audit
| Last updated | — | — |
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| Keyword | Rebuy Personalization Engine | TikTok |
|---|---|---|
| tiktok | Not ranked | #1 |
| tiktok shop | Not ranked | #2 |
| cost | Not ranked | #4 |
| grow faster | #5 | Not ranked |
| recommendation | #7 | Not ranked |
Not featured in any section recently.
| Signal | Rebuy Personalization Engine | TikTok |
|---|---|---|
| Average rating | 4.7 ★ (831) | 4.8 ★ (13k) |
| Reviews · last 7 days | — | +0 |
| Reviews · last 30 days | — | +0 |
| Reviews · last 90 days | — | +0 |
Both Rebuy Personalization Engine and TikTok offer paid plans only. Rebuy Personalization Engine starts at Free plan available; TikTok starts at Free to install. Compare the per-tier features in the Pricing section above before committing.
Rebuy Personalization Engine (4.7★, 831 reviews) and TikTok (4.8★, 13,325 reviews) are essentially tied on rating. Look at review velocity and individual reviewer quotes — both visible on each app's detail page — to differentiate.
It depends on what you're optimizing for. Rebuy Personalization Engine fits better if you prioritize broader integrations; TikTok is the call if you need the higher-rated option. Read both apps' detail pages on AppRanks for the full feature breakdown, install counts, and recent listing changes.
Both apps are one-click installs from the Shopify App Store marketplace. TikTok has more onboarding documentation maturity (13,325 reviews vs 831), which usually translates to better-tested setup wizards and quicker time-to-value. AppRanks doesn't measure setup time directly — read the recent reviews on each app's detail page for merchant-reported install experience.
Rebuy Personalization Engine typically suits early-stage and growth-mode stores based on its review-base composition (831 reviews). TikTok aligns more with established stores with steady traffic (13,325 reviews). Larger review bases generally mean the app has been load-tested at scale — relevant if you're processing high order volume or handling enterprise compliance requirements.
Migration support varies by app and category. Rebuy Personalization Engine and TikTok both publish their export options on their marketplace listing pages (or in their support docs); some apps offer one-click import from competitors, others require CSV. The fastest check: search "import from Rebuy Personalization Engine" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
