Side-by-side comparison · 24 data points
From “Hi” to “Buy” – faster. Turn chats into checkouts with a customer chat button.
| FAST ‑ Chat Bubble & Leads | TA AI Product Labels & Badges | |
|---|---|---|
| Tagline | ||
| Description | ||
| Screenshots | images | images |
| Languages | ||
| Platforms | ||
| Developer | ||
| Listed |
Offer multiple types of labels & badges: discount badge, inventory badge, trust badge, sale label,..
| Metric | FAST ‑ Chat Bubble & Leads | TA AI Product Labels & Badges |
|---|---|---|
| Rating | ★ 5.0 ★ | 4.9 ★ |
| Total reviews | 30 | ★ 1.4k |
| Free plan | Yes | Yes |
| Pricing | Free | Free plan available |
| Built for Shopify | — | ★ Yes |
| Pricing tiers | — | 4 tiers |
| Listed features | 5 | 5 |
| Featured placements | — | 1 |
| Languages | 1 supported | 14 supported |
| Listed since | May 2025 | Jun 2020 |
FAST ‑ Chat Bubble & Leads and TA AI Product Labels & Badges are evenly matched on rating (5.0★ vs 4.9★) — the differentiator comes down to pricing fit, feature breadth, and which app's interaction pattern suits your team's workflow. Pricing entry tiers: FAST ‑ Chat Bubble & Leads at Free, TA AI Product Labels & Badges 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. TA AI Product Labels & Badges has the larger user base (1,360 reviews vs 30), which usually maps to broader integration coverage, faster bug-fix cadence, and a deeper bench of community workflow patterns. FAST ‑ Chat Bubble & Leads'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: FAST ‑ Chat Bubble & Leads audit • TA AI Product Labels & Badges audit
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| Keyword | FAST ‑ Chat Bubble & Leads | TA AI Product Labels & Badges |
|---|---|---|
| ai chat support | #133 | #231 |
| ai live chat | #169 | #238 |
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Both FAST ‑ Chat Bubble & Leads and TA AI Product Labels & Badges offer paid plans only. FAST ‑ Chat Bubble & Leads starts at Free; TA AI Product Labels & Badges starts at Free plan available. Compare the per-tier features in the Pricing section above before committing.
FAST ‑ Chat Bubble & Leads (5.0★, 30 reviews) and TA AI Product Labels & Badges (4.9★, 1,360 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. FAST ‑ Chat Bubble & Leads fits better if you prioritize rating consistency; TA AI Product Labels & Badges is the call if you need the larger user base. 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. TA AI Product Labels & Badges has more onboarding documentation maturity (1,360 reviews vs 30), 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.
FAST ‑ Chat Bubble & Leads typically suits early-stage and growth-mode stores based on its review-base composition (30 reviews). TA AI Product Labels & Badges aligns more with early-stage and growth-mode stores (1,360 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. FAST ‑ Chat Bubble & Leads and TA AI Product Labels & Badges 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 FAST ‑ Chat Bubble & Leads" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
