Side-by-side comparison · 24 data points
Search-AI helps users find products using natural language — a faster, smarter, and intuitive search
| AI Search ‑ TM | DOOFINDER ‑ Search & Discovery | |
|---|---|---|
| Tagline | ||
| Description | ||
| Screenshots | images | images |
| Languages | ||
| Platforms | ||
| Developer | ||
| Listed | ||
| Last updated | — | — |
Revolutionize Product Search and Discovery with Doofinder.
| Metric | AI Search ‑ TM | DOOFINDER ‑ Search & Discovery |
|---|---|---|
| Rating | — | 4.7 ★ |
| Total reviews | 0 | 746 |
| Free plan | Yes | Yes |
| Pricing | Free trial available | Free plan available |
| Built for Shopify | — | — |
| Pricing tiers | 3 tiers | ★ 4 tiers |
| Listed features | 3 | ★ 5 |
| Languages | 1 supported | 1 supported |
| Listed since | Oct 2025 | Jul 2015 |
Based on the data on this page, DOOFINDER ‑ Search & Discovery is the stronger choice for most Shopify App Store merchants — 4.7★ vs AI Search ‑ TM's 0.0★ is a meaningful gap that usually reflects real product or support quality differences across the user base. Pricing entry tiers: AI Search ‑ TM at Free trial available, DOOFINDER ‑ Search & Discovery 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. DOOFINDER ‑ Search & Discovery has the larger user base (746 reviews vs 0), which usually maps to broader integration coverage, faster bug-fix cadence, and a deeper bench of community workflow patterns. AI Search ‑ TM'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 DOOFINDER ‑ Search & Discovery; mid-market and enterprise merchants with specific feature requirements should evaluate both — AI Search ‑ TM's 0-review base may include the workflow context that matches your specific use case better than DOOFINDER ‑ Search & Discovery'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: AI Search ‑ TM audit • DOOFINDER ‑ Search & Discovery audit
| Keyword | AI Search ‑ TM | DOOFINDER ‑ Search & Discovery |
|---|---|---|
| search discovery | Not ranked | #5 |
| smart search | Not ranked | #23 |
| search | Not ranked | #24 |
No tracked changes.
Both AI Search ‑ TM and DOOFINDER ‑ Search & Discovery offer paid plans only. AI Search ‑ TM starts at Free trial available; DOOFINDER ‑ Search & Discovery 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. AI Search ‑ TM fits better if you prioritize broader integrations; DOOFINDER ‑ Search & Discovery 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. DOOFINDER ‑ Search & Discovery has more onboarding documentation maturity (746 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.
AI Search ‑ TM typically suits early-stage and growth-mode stores based on its review-base composition (0 reviews). DOOFINDER ‑ Search & Discovery aligns more with early-stage and growth-mode stores (746 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. AI Search ‑ TM and DOOFINDER ‑ Search & Discovery 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 AI Search ‑ TM" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
