Side-by-side comparison · 24 data points
Turn customer support into a growth engine with an AI chatbot that works while you sleep.
| Moose AI Chatbot & Live Chat | Tapline | |
|---|---|---|
| Tagline | ||
| Description | ||
| Screenshots | images | images |
| Languages | ||
| Platforms | ||
| Developer | ||
| Listed |
| Metric | Moose AI Chatbot & Live Chat | Tapline: WhatsApp Button |
|---|---|---|
| Rating | ★ 5.0 ★ | 4.0 ★ |
| Total reviews | ★ 481 | 1 |
| Free plan | Yes | Yes |
| Pricing | Free plan available | Free plan available |
| Built for Shopify | ★ Yes | — |
| Pricing tiers | ★ 4 tiers | 3 tiers |
| Listed features | 5 | 5 |
| Featured placements | 2 | — |
| Review velocity (30d) | 10 new | — |
| Languages | 1 supported | 15 supported |
| Listed since | Aug 2023 | Jul 2026 |
Based on the data on this page, Moose AI Chatbot & Live Chat is the stronger choice for most Shopify App Store merchants — 5.0★ vs Tapline: WhatsApp Button's 4.0★ is a meaningful gap that usually reflects real product or support quality differences across the user base.
Pricing entry tiers: Moose AI Chatbot & Live Chat at Free plan available, Tapline: WhatsApp Button 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 (seats, usage volume, integrations) varies.
Moose AI Chatbot & Live Chat has the larger user base (481 reviews vs 1), which usually maps to broader integration coverage, faster bug-fix cadence, and a deeper bench of community workflow patterns. Tapline: WhatsApp Button's smaller cohort can be an advantage for niche workflows where the bigger app has accumulated bloat.
Recommended by size: small/early-stage merchants who need fast install and low risk should default to Moose AI Chatbot & Live Chat; mid-market and enterprise merchants with specific feature requirements should evaluate both — Tapline: WhatsApp Button's 1-review base may include the workflow context that matches your specific use case better than Moose AI Chatbot & Live Chat'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: Moose AI Chatbot & Live Chat audit • Tapline: WhatsApp Button audit
| Last updated | — | — |
|---|
| Keyword | Moose AI Chatbot & Live Chat | Tapline |
|---|---|---|
| chat | #2 | #233 |
| whatsapp chat | #171 | #121 |
| whatsapp ai agent | #184 | #170 |
Not featured in any section recently.
No tracked changes.
| Signal | Moose AI Chatbot & Live Chat | Tapline |
|---|---|---|
| Average rating | 5.0 ★ (481) | 4.0 ★ (1) |
| Rating distribution | 598% 41% 30% 20% 10% | 5— 4— 3— 2— 1— |
| Reviews · last 7 days | +0 | — |
| Reviews · last 30 days | +10 | — |
| Reviews · last 90 days | +25 | — |
Both Moose AI Chatbot & Live Chat and Tapline: WhatsApp Button offer paid plans only. Moose AI Chatbot & Live Chat starts at Free plan available; Tapline: WhatsApp Button starts at Free plan available. Compare the per-tier features in the Pricing section above before committing.
Moose AI Chatbot & Live Chat has the higher average rating (5.0★ from 481 reviews) compared to Tapline: WhatsApp Button (4.0★ from 1 reviews). Both are tracked daily by AppRanks, so the figures here update each refresh cycle.
Moose AI Chatbot & Live Chat holds the higher average rating (5.0★ vs 4.0★). That is the one dimension AppRanks can separate them on here — read both apps' detail pages for the feature breakdown and recent listing changes.
Both apps are one-click installs from the Shopify App Store. Moose AI Chatbot & Live Chat has the deeper published review base (481 vs 1), which often — though not always — accompanies better-tested setup docs. AppRanks doesn't measure setup time directly: read the recent reviews on each app's detail page for user-reported install experience.
Moose AI Chatbot & Live Chat typically suits early-stage and growth-mode teams based on its published review base (481 reviews). Tapline: WhatsApp Button typically suits early-stage and growth-mode teams based on its published review base (1 reviews). A larger review base generally means the app has been exercised at scale — relevant if you are processing high volume or handling enterprise compliance requirements.
Support and app itself works flawless. Especially Mabel from support team has been very helpful!
support team is amazing.
Thanks for the great support and quick response. Everything worked.
Great support team!
Thomas was very helpful showing me how to complete the setup
No reviews yet.
Migration support varies by app and category. Moose AI Chatbot & Live Chat and Tapline: WhatsApp Button 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 Tapline: WhatsApp Button" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
