Side-by-side comparison · 24 data points
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| MetaLab AI Product Description | PageFly Landing Page Builder | |
|---|---|---|
| Tagline | ||
| Description | ||
| Screenshots | images | images |
| Languages | ||
| Platforms | ||
| Developer | ||
| Listed |
AI-powered page builder to design high-converting landing & product pages and boost store CRO.
| Metric | MetaLab AI Product Description | PageFly Landing Page Builder |
|---|---|---|
| Rating | — | 4.9 ★ |
| Total reviews | 0 | 5.4k |
| Free plan | Yes | Yes |
| Pricing | Free | Free plan available |
| Built for Shopify | — | — |
| Pricing tiers | — | 4 tiers |
| Listed features | 3 | ★ 5 |
| Featured placements | — | 7 |
| Review velocity (30d) | — | 27 new |
| Languages | 1 supported | 9 supported |
| Listed since | Jun 2025 | Sep 2017 |
Based on the data on this page, PageFly Landing Page Builder is the stronger choice for most Shopify App Store merchants — 4.9★ vs MetaLab AI Product Description's 0.0★ is a meaningful gap that usually reflects real product or support quality differences across the user base. Pricing entry tiers: MetaLab AI Product Description at Free, PageFly Landing Page Builder at Free plan available. 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. PageFly Landing Page Builder has the larger user base (5,394 reviews vs 0), which usually maps to broader integration coverage, faster bug-fix cadence, and a deeper bench of community workflow patterns. MetaLab AI Product Description's smaller cohort can be an advantage for niche workflows where the bigger app has accumulated bloat. Recommended by store size: small/early-stage merchants who need fast install and low risk should default to PageFly Landing Page Builder; mid-market and enterprise merchants with specific feature requirements should evaluate both — MetaLab AI Product Description's 0-review base may include the workflow context that matches your specific use case better than PageFly Landing Page Builder's broader-but-shallower coverage. 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: MetaLab AI Product Description audit • PageFly Landing Page Builder audit
| Last updated | — | — |
|---|
| Keyword | MetaLab AI Product Description | PageFly Landing Page Builder |
|---|---|---|
| page | Not ranked | #1 |
| landing pages | Not ranked | #2 |
| landing page | Not ranked | #3 |
| product description | #23 | Not ranked |
Not featured in any section recently.
No tracked changes.
| Signal | MetaLab AI Product Description | PageFly Landing Page Builder |
|---|---|---|
| Average rating | 0.0 ★ (0) | 4.9 ★ (5.4k) |
| Rating distribution | 5— 4— 3— 2— 1— | 593% 42% 31% 21% 13% |
| Reviews · last 7 days | — | +7 |
| Reviews · last 30 days | — | +27 |
| Reviews · last 90 days | — | +111 |
No reviews yet.
Both MetaLab AI Product Description and PageFly Landing Page Builder offer paid plans only. MetaLab AI Product Description starts at Free; PageFly Landing Page Builder starts at Free plan available. Compare the per-tier features in the Pricing section above before committing.
It depends on what you're optimizing for. MetaLab AI Product Description fits better if you prioritize broader integrations; PageFly Landing Page Builder 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. PageFly Landing Page Builder has more onboarding documentation maturity (5,394 reviews vs 0), 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.
MetaLab AI Product Description typically suits early-stage and growth-mode stores based on its review-base composition (0 reviews). PageFly Landing Page Builder aligns more with established stores with steady traffic (5,394 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. MetaLab AI Product Description and PageFly Landing Page Builder 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 MetaLab AI Product Description" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
I have been using the Pagefly app since 2020 but haven't needed to use the chat function until today (July 2026). I wanted to make a change on a page but noticed that all of my pages are now labeled "Legacy" and the edit function is not available. Yakub was very helpful in explaining the change and providing a video on
Nice service. Can get back to me in a timely when I have questions
Shady, shady app, i uninstalled but their tracking code was still injected.
