How does AppRanks pick the top Wishlist apps for Shopify App Store?

Apps appear here because Shopify App Store itself classifies them under Wishlist — AppRanks does not editorially add or remove apps from this category set. Within the category, ranking uses average rating times the natural log of review count (rating × ln(reviewCount + 1)), which keeps a single 5-star outlier from leapfrogging an established listing while still letting a very-well-rated mid-volume app rank above a poorly-reviewed giant. The page refreshes daily from the canonical Shopify App Store marketplace listing. AppRanks does not accept payment to alter ranking on public surfaces.

How often does this wishlist apps list update?

Every 24 hours. AppRanks pulls fresh rating, review count, and pricing-tier data from each app's Shopify App Store marketplace listing nightly. Apps that lose Shopify App Store's category tag (e.g., a developer changes the listing's primary category) drop off in the next nightly snapshot. The page itself is cached at the CDN for 1 hour to absorb traffic spikes, so during a refresh window the visible list lags the underlying data by at most one hour.

What does "Pick if" mean on each top-3 entry?

"Pick if" is a data-derived recommendation that surfaces the most useful selection criterion for that app — high rating with deep review base means category default; free tier with broad adoption means budget-first pick; high rating with moderate review count means satisfaction-led pick. The framing is generated from the same rating + review count + pricing data shown on the card, not from editorial judgment or paid placement.

Where can I see the full methodology and audit scoring?

The full methodology — including the rating × ln(reviewCount + 1) blend, refresh cadence, conflict-of-interest policy, and the per-app audit-score breakdown — is documented on the AppRanks About page and the audit-score glossary entry. Every app on this list also has a dedicated audit page that walks through title, content, visuals, pricing, and category-tag scoring against the marketplace's published standards.

190 Best Wishlist Apps for Shopify (2026)

AppRanks

rating × ln(reviewCount + 1)

#1
Wishlist by Square
5.0(87)Free
Ranks #1 in the Shopify App Store wishlist category as a category-leading listing. Currently has an early-stage review volume (87 reviews, 5.0★ avg). Pricing: Free. Position holds for the trailing 30-day window.
Pick if: Pick this if you prioritize merchant satisfaction over scale — Wishlist by Square holds a 5.0-star average across 87 reviews in the wishlist category.
See full audit →Compare to #2 →
#2
OneMobile ‑ Mobile App Builder
4.8(351)Free plan available
Ranks #2 in the Shopify App Store wishlist category as a category-leading listing. A growing review traction (351 reviews) with a 4.8-star average. Pricing: Free plan available. Position holds for the trailing 30-day window.
Pick if: Pick this if you prioritize merchant satisfaction over scale — OneMobile ‑ Mobile App Builder holds a 4.8-star average across 351 reviews in the wishlist category.
See full audit →Compare to #1 →
#3
SE Wishlist Engine
4.9(270)Free plan available
Ranks #3 in the Shopify App Store wishlist category as a category-leading listing. Tracks at 4.9★ across 270 reviews — growing review traction. Pricing: Free plan available. Position holds for the trailing 30-day window.
Pick if: Pick this if you prioritize merchant satisfaction over scale — SE Wishlist Engine holds a 4.9-star average across 270 reviews in the wishlist category.
See full audit →Compare to #2 →
#4
Wishlist Hero
4.7(389)Free plan available
Holds position #4 in the Shopify App Store wishlist category as a highly rated listing. Currently has a growing review traction (389 reviews, 4.7★ avg). Pricing: Free plan available. Refresh: daily from the source marketplace.
View audit →Compare to #3 →
#5
YOYO: Loyalty, VIP, Membership
5.0(140)Free plan available
Currently sits at #5 in the Shopify App Store wishlist category as a category-leading listing. A growing review traction (140 reviews) with a 5.0-star average. Pricing: Free plan available. Refresh: daily from the source marketplace.
View audit →Compare to #4 →
#6
Swish (Wishlist King)
5.0(286)Free trial available
Holds position #6 in the Shopify App Store wishlist category as a category-leading listing. Tracks at 5.0★ across 286 reviews — growing review traction. Pricing: Free trial available. Refresh: daily from the source marketplace.
View audit →Compare to #5 →
#7
Growave: Loyalty & Wishlist
4.8(1240)Free plan available
Currently sits at #7 in the Shopify App Store wishlist category as a category-leading listing. Currently has an established review history (1,240 reviews, 4.8★ avg). Pricing: Free plan available. AppRanks tracks this listing on a 24-hour cycle.
View audit →Compare to #6 →
#8
Froonze VIP Loyalty & Wishlist
5.0(264)Free to install
Holds position #8 in the Shopify App Store wishlist category as a category-leading listing. A growing review traction (264 reviews) with a 5.0-star average. Pricing: Free to install. AppRanks tracks this listing on a 24-hour cycle.
View audit →Compare to #7 →
#9
Hulk AI Wishlist & Favorites
4.7(134)Free plan available
Currently sits at #9 in the Shopify App Store wishlist category as a highly rated listing. Tracks at 4.7★ across 134 reviews — growing review traction. Pricing: Free plan available. AppRanks tracks this listing on a 24-hour cycle.
View audit →Compare to #8 →
#10
Wishlist Power
5.0(36)Free plan available
Holds position #10 in the Shopify App Store wishlist category as a category-leading listing. Currently has an early-stage review volume (36 reviews, 5.0★ avg). Pricing: Free plan available. Source: Shopify App Store's own published category position.
View audit →Compare to #9 →

At-a-glance comparison

Same data as the ranked cards, condensed into a sortable-by-eye grid: rating × review depth × pricing tier across the top 10 wishlist apps on Shopify App Store.

#	App	Rating	Reviews	Pricing
1	Wishlist by Square	5.0★	87	Free
2	OneMobile ‑ Mobile App Builder	4.8★	351	Free plan available
3	SE Wishlist Engine	4.9★	270	Free plan available
4	Wishlist Hero	4.7★	389	Free plan available
5	YOYO: Loyalty, VIP, Membership	5.0★	140	Free plan available
6	Swish (Wishlist King)	5.0★	286	Free trial available
7	Growave: Loyalty & Wishlist	4.8★	1,240	Free plan available
8	Froonze VIP Loyalty & Wishlist	5.0★	264	Free to install
9	Hulk AI Wishlist & Favorites	4.7★	134	Free plan available
10	Wishlist Power	5.0★	36	Free plan available

Want to compare any two apps in detail (features, ratings trend, pricing plans side-by-side)? Open the head-to-head page from the "Compare to #N" link on each card above. Custom multi-app comparisons, historical rank trajectory, and CSV export are available on a paid plan.

Frequently asked

How does AppRanks pick the top Wishlist apps for Shopify App Store?: Apps appear here because Shopify App Store itself classifies them under Wishlist — AppRanks does not editorially add or remove apps from this category set. Within the category, ranking uses average rating times the natural log of review count (rating × ln(reviewCount + 1)), which keeps a single 5-star outlier from leapfrogging an established listing while still letting a very-well-rated mid-volume app rank above a poorly-reviewed giant. The page refreshes daily from the canonical Shopify App Store marketplace listing. AppRanks does not accept payment to alter ranking on public surfaces.
How often does this wishlist apps list update?: Every 24 hours. AppRanks pulls fresh rating, review count, and pricing-tier data from each app's Shopify App Store marketplace listing nightly. Apps that lose Shopify App Store's category tag (e.g., a developer changes the listing's primary category) drop off in the next nightly snapshot. The page itself is cached at the CDN for 1 hour to absorb traffic spikes, so during a refresh window the visible list lags the underlying data by at most one hour.
What does "Pick if" mean on each top-3 entry?: "Pick if" is a data-derived recommendation that surfaces the most useful selection criterion for that app — high rating with deep review base means category default; free tier with broad adoption means budget-first pick; high rating with moderate review count means satisfaction-led pick. The framing is generated from the same rating + review count + pricing data shown on the card, not from editorial judgment or paid placement.
Where can I see the full methodology and audit scoring?: The full methodology — including the rating × ln(reviewCount + 1) blend, refresh cadence, conflict-of-interest policy, and the per-app audit-score breakdown — is documented on the AppRanks About page and the audit-score glossary entry. Every app on this list also has a dedicated audit page that walks through title, content, visuals, pricing, and category-tag scoring against the marketplace's published standards.

Methodology details: /glossary/audit-score · /about.

The 10 Best Wishlist Apps for Shopify App Store (2026)

At-a-glance comparison

Frequently asked

Track these rankings over time