Side-by-side comparison · 24 data points
Revolutionize Product Search and Discovery with Doofinder.
| DOOFINDER ‑ Search & Discovery | TWWIM AI Shopping Assistant | |
|---|---|---|
| Tagline | ||
| Description | ||
| Screenshots | images | images |
| Languages | ||
| Platforms | ||
| Developer | ||
| Listed | ||
| Last updated | — | — |
More conversion through AI Agent: voice and text control, smart filters, direct actions
| Metric | DOOFINDER ‑ Search & Discovery | TWWIM AI Shopping Assistant |
|---|---|---|
| Rating | 4.7 ★ | ★ 5.0 ★ |
| Total reviews | ★ 765 | 1 |
| Free plan | Yes | Yes |
| Pricing | Free to install | Free plan available |
| Built for Shopify | — | — |
| Pricing tiers | ★ 4 tiers | 3 tiers |
| Listed features | 5 | 5 |
| Languages | 1 supported | 1 supported |
| Listed since | Jul 2015 | Apr 2026 |
TWWIM AI Shopping Assistant edges out DOOFINDER ‑ Search & Discovery on rating (5.0★ vs 4.7★), but the gap is small enough that pricing fit and feature differentiation should drive the decision more than the headline number.
Pricing entry tiers: DOOFINDER ‑ Search & Discovery at Free to install, TWWIM AI Shopping Assistant 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.
DOOFINDER ‑ Search & Discovery has the larger user base (765 reviews vs 1), which usually maps to broader integration coverage, faster bug-fix cadence, and a deeper bench of community workflow patterns. TWWIM AI Shopping Assistant'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 TWWIM AI Shopping Assistant; mid-market and enterprise merchants with specific feature requirements should evaluate both — DOOFINDER ‑ Search & Discovery's 765-review base may include the workflow context that matches your specific use case better than TWWIM AI Shopping Assistant'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: DOOFINDER ‑ Search & Discovery audit • TWWIM AI Shopping Assistant audit
| Keyword | DOOFINDER ‑ Search & Discovery | TWWIM AI Shopping Assistant |
|---|---|---|
| search discovery | #4 | Not ranked |
| search | #22 | Not ranked |
| shopping assistant | Not ranked | #23 |
| smart search | #24 | Not ranked |
| ai shopping assistant | Not ranked | #28 |
No tracked changes.
Both DOOFINDER ‑ Search & Discovery and TWWIM AI Shopping Assistant offer paid plans only. DOOFINDER ‑ Search & Discovery starts at Free to install; TWWIM AI Shopping Assistant starts at Free plan available. Compare the per-tier features in the Pricing section above before committing.
TWWIM AI Shopping Assistant has the higher average rating (5.0★ from 1 reviews) compared to DOOFINDER ‑ Search & Discovery (4.7★ from 765 reviews). Both are tracked daily by AppRanks, so the figures here update each refresh cycle.
TWWIM AI Shopping Assistant holds the higher average rating (5.0★ vs 4.7★). 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. DOOFINDER ‑ Search & Discovery has the deeper published review base (765 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.
DOOFINDER ‑ Search & Discovery typically suits early-stage and growth-mode teams based on its published review base (765 reviews). TWWIM AI Shopping Assistant 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.
Migration support varies by app and category. DOOFINDER ‑ Search & Discovery and TWWIM AI Shopping Assistant 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 TWWIM AI Shopping Assistant" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
