Smart Product Filter & Search — Internal Review Research & Evidence
INTERNAL WORKING FILE. This is not the publishable review.
Review Record
- App: Smart Product Filter & Search (admin name: Smart Filter & Search)
- Developer: Globo.io (Hanoi, VN)
- Category: Search & Product Discovery
- Human reviewer / assignee: Rakibul H. Rocky (per src/lib/authorAssignments.ts)
- ClickUp task: not linked in this session
- Shopify App Store: https://apps.shopify.com/product-filter-and-search
- Research date: 2026-10-09
- Last verified: 2026-10-09
- Published: 2026-10-09 — https://blinto.co/blog/smart-product-filter-search-review/ (92/100 Review Hub Quality score met the 81+ auto-approval threshold in
AGENTS.md§10, so manual SEO Check was not required)
Human Testing & Evidence
Testing level
- Level 2 — Partial Hands-On Test
Merchant decision question: Can a small or mid-sized store do well on Basic, or is Professional (AI search) worth paying for?
What was tested: Admin inspection on a development store (14 active products) during the 14-day trial: Edit filter (Applies to, Exclude collections, filter options), Search settings, Settings > General, Vehicle Finder setup screen, Filter analytics, Pricing plans.
What was not tested: Storefront filters/search, search quality, AI search, Vehicle Finder data import, recommendations, page speed, support contact, paid plan.
Raw observations (from screenshots)
- Default Filter applies to All Collections; Applies to also accepts All Products, Search Page, Automated Collection; Exclude collections + Browse. Ten options: Collection, Category, Vendor, Product Type, Price (Slider), Percent Sale (Slider), Availability, Tag, Ready To Ship, Location. Drag handles, Edit/Remove, Add filter option.
- Search: widget toggle on; Before search On, During search, No results On; Pinned products 0, Synonyms 0, Redirects 0. Layout: Overlay full width (selected) / Dropdown one column / Dropdown two columns. AI-powered search greyed out, “Professional plan required. Upgrade”. Typo tolerance on. Product fields to search: 6 of 9 on; Title 1, Vendor 2, Product type 3, Product Tag 4, Product option, Description on; SKU Off.
- Settings > General: Filters on search results, Search box on collection pages, Total product count all on. Out-of-stock: Show in default order. Hidden tags / Hidden tags on search only fields. Show variants as individual products off. Side nav: Filter panel, Product grid, Quick Filters (On), Metafields 0, Swatch, Group values 0, Translation 1, Integration, API access.
- Vehicle Finder: Off; 3-step setup guide (0 of 3); spreadsheet one row per vehicle with Product ID / SKU / Variant ID + Year, Make, Model; extra columns become attributes; Form fields (none), Form design (heading, colors, corner radius, search button), Vehicle Manager; “Skip, I’ll set up later”.
- Analytics: Filter analytics / Search analytics tabs; This month; Unique visitors 0, CTR 0%, No-result rate 0%, Unique desktop 0, Unique mobile 0; Filter sessions chart Oct 1–9 vs Sep 22–30, 2026; Top filter option value and Usually filtered together empty; Export.
- Pricing plans: Welcome offer 50% off first 2 months on monthly plans (Basic $14→$7, Professional $29→$14.50), applied automatically; trial ends in 14 days; Current plan “Trial - Expired soon”, 14 days left; Active products 14; Plan includes Core search & filters, 10 metafields, 90-day analytics, Standard support, +36 more; catalog size Up to 500 active products; Monthly / Yearly (2 months free); Basic “Ideal for individuals & small teams”, Professional “Best value for large inventories”, Recommended.
Raw screenshots: review-projects/smart-product-filter-search/03-human-testing/screenshots/.
Evidence Inventory & Public Authenticity Plan
| Finding / claim | Evidence | Publish? | Public asset |
|---|---|---|---|
| Product context / filter targets | 02 Edit filter Applies to | Yes | smart-product-filter-search-edit-filter-applies-to.png |
| Core workflow: storefront & visibility settings | 04 Settings General | Yes | smart-product-filter-search-settings-general.png |
| Limitation: AI search Pro-only, locked in trial | 03 Search settings | Yes | smart-product-filter-search-search-settings-ai-locked.png |
| Pricing / plan boundary | 07 Pricing plans | Yes | smart-product-filter-search-pricing-plans.png |
| Vehicle Finder, Analytics | 05, 06 | No (described in prose) | — |
Official Sources
- Shopify App Store: https://apps.shopify.com/product-filter-and-search (+ /reviews)
- Partner page: https://apps.shopify.com/partners/globoio
- Pricing: https://globo.io/smart-product-filter-search#pricing-plans
- Documentation: https://docs.globo.io/ (configure-filter-sidebar, configure-filter-options, instant-search-widget-layout, manage-search-fields, enable-instant-search-widget, manage-out-of-stock-products, show-variants-as-separate-products, quick-filters, filter-products-by-metafield, merge-filter-option-values-into-group, vehicle-finder/, analytics/, pricing/app-pricing, pricing/what-happens-after-trial-ends, api-reference/*)
Baseline Research (seen 2026-10-09)
- Launched 2018-03-26; Built for Shopify: yes.
- Rating 4.9 from 2,378 reviews; 5★ 2,237 (94%), 4★ 68, 3★ 10, 2★ 8, 1★ 55.
- Pricing (standard Shopify, monthly, Basic/Pro): 500 $14/$29; 1K $19/$39; 2.5K $29/$69; 5K $69/$99; 7.5K $89/$129; 10K $119/$169; 50K $359/$479; 100K $799/$1,049. Annual = 10× monthly. Shopify Plus at 500: $69/$99. 14-day trial. Free Development plan only for dev/affiliate stores, Shopify free-trial stores and partner test stores. Tiers above 1K read from globo.io page data (medium-high confidence).
- Pro adds: AI-powered search, scheduled sync, 40 metafields (vs 10), 180-day analytics (vs 90), priority support.
- Works with: Shopify Admin, 2048 Variants, Currency Converter, Judge.me, Markets, Product Reviews, Quick Views.
- Product count = active/unlisted products published to Online Store; variants don’t count.
Merchant Feedback Patterns
Common positives: Support (staff frequently named), setup/theme integration done by support, handling large/complex catalogs (SKU/variant search, metafields, multi-language).
Common complaints (73 one-to-three-star reviews read): storefront outages (~20, incl. Feb/Mar 2026); sync/stale data (~10); theme side effects/leftover code (~13); support availability outside Vietnam hours (~14); pricing at large catalogs and post-uninstall charges (~10); page speed (~4).
Developer replies: none found after 2022-09-19.
Missing Evidence / Questions
- Storefront rendering, search quality, AI search behaviour, speed — untested.
- Why AI search was locked during a trial the docs describe as full-feature (trial may mirror Basic).
- Which plan includes API access; recommendations count (listing 9 vs docs 10) — omitted from article.
Claims We Must Not Make
- That AI search improves results or conversions.
- That the app works on every theme or never slows a store.
- That support is fast for every merchant or available around the clock.
- Exact admin onboarding/install steps (not captured).