Doofinder — Internal Review Research & Evidence

INTERNAL WORKING FILE. This is not the publishable review.

Review Record

• App: DOOFINDER ‑ Search & Discovery
• Developer: Doofinder, S.L.
• 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/doofinder
• Research date: 2026-10-14
• Last verified: 2026-10-14

Human Testing & Evidence

Testing level

• Level 2 — Partial Hands-On Test

Merchant decision question: Will a growing Shopify store fit on the $61 Basic plan (10,000 requests), or will its traffic push it to Pro ($186, 150,000 requests)?

What was tested: Admin inspection on a development store (Shopify sample snowboard catalog, store currency AED) on Doofinder’s free plan before the trial was started.

What was not tested: Storefront search layer, search quality, synonyms/suggestions (locked), carousels on storefront, AI Assistant, live analytics, request usage, page speed, support contact, paid plan.

Raw observations (from screenshots)

1. General settings: tabs Overview, Shopify, Sales data, Security, Currencies. Store name/URL (dev store), Industry = Other (“Helps us to optimize search experience based on the type of products you sell”), Cookie consent toggle (off). Published Store Search Engines: “EN - [store]” en (AED), default SE. Installation script section (only needed without a plugin). Store ID visible — screenshot not published. Free-plan banner: “free plan is limited to 1000 requests/month”, “Start the full-featured month trial period whenever you are ready”.
2. Create Search Engine modal: each SE supports a single language and currency. Data: Products sold in a store / Other types of data (blogs and articles, website pages, categories). Index: Upload a file or feed URL / Connect via API / Use sample store data. Accepted .zip, .bz2, .gz, .csv, .xml, .txt, .jsonl; max 625MB. Language, Currency.
3. Excluded results: Status on; Add results > Individual items / Rules; Cancel/Save. Left nav: All stores, AI connectors (locked), Search Engines, Excluded results, General settings, Integrations.
4. Integrations: Google Analytics (toggle off), Guaranteed Reviews, Klaviyo.
5. Analytics: Search, Recommendations, Category Merchandising, AI Assistant all locked. AI Assistant page: “Go to AI Assistant”, Upgrade plan button, embedded setup video listing “Plan: Advanced or Enterprise”, “Updated script”, “Full screen Layer”.
6. Search > Results preview: Results 14, Query type match_all, Relevance Criteria Change; columns Item, Relevance, Boosting, Total (all 1.0). Menu: Promotional tools (Boosting, Custom results, Banners); Optimize (Redirections, Synonyms locked, Suggestions locked); Customize (Layer settings, Advanced preferences); Analytics locked.
7. Recommendations > Configuration: no carousels yet; New carousel; Ready-made setups (three, publish in one click): Home page/Most popular; Product pages/Similar products; Product pages/Browsing history (activates after 5 views). Appearance page; Analytics locked.
8. Trial & Subscription: Shopify Trial Setup badge; 10% annual discount toggle; Basic $61/mo 10,000 monthly requests for each product (“Upgrade to Pro to boost your performance”); Pro $186 150,000 + AI Assistant toggle 1,500 AI responses; Advanced $436 400,000 + AI Assistant toggle 3,500; Enterprise Custom, Contact us, AI Assistant available and tailored; Checkout on Shopify. Account menu: My subscription, Usage, Profile, Team members, API keys.

Raw screenshots: review-projects/doofinder/03-human-testing/screenshots/.

Evidence Inventory & Public Authenticity Plan

Official Sources

• Shopify App Store: https://apps.shopify.com/doofinder (+ /reviews, filtered 1–3 stars, newest)
• Pricing: https://www.doofinder.com/en/pricing (non-Shopify prices $49/$149/$349 — not used; Shopify listing and in-app screen agree on $61/$186/$436)
• Docs: support.doofinder.com — faq/requests-and-usage, faq/stores-and-search-engine, plugins/shopify/installation-guide/install-through-marketplace-shopify, plugins/shopify/installation-guide/pre-requisites-shopify, plugins/shopify/troubleshooting/tech-specs-shopify, getting-started/excluded-results, getting-started/create-a-search-engine, recommendations/recommendations-overview, integrations/klaviyo-integration, integrations/guaranteed-reviews-avis-garantis-integration

Baseline Research (seen 2026-10-14)

• Launched 2015-07-13; Built for Shopify: no.
• Rating 4.7 from 763 reviews; 5★ 726 (95%), 4★ 17, 3★ 1, 2★ 1, 1★ 18.
• Works with: Checkout, Connectif, Klaviyo.
• Listing pricing (USD, billed every 30 days): Basic $61/mo or $661.44/yr; Pro $186 or $2,011.44; Advanced $436 or $4,711.44; Enterprise custom. 10% annual saving. 15-day free trial per paid plan. Basic: AI Guided Search, Custom Results, Product Recommendations, Quiz Maker. Pro adds AI Alerts, Multi-Index, Search Suggestions, Dynamic Recommendations. Advanced adds 1:1 Personalized Results, AI-Powered Visual Search, Recommendations Flows Control, 365 Analytics.
• Listing feature tags include typo tolerance, synonym groups, voice search, stop words, image search, personalized search.
• Requests (docs): counted each time the server responds; one search often generates several; indexing (feed/API) and Shopify update-on-save consume requests (docs suggest keeping update on save off); admin navigation (e.g. stats page) counts. doofinder.com FAQ: results show after third keystroke by default; no request packages on current plans.
• Install (docs): indexing starts on install; script auto-generated but must be activated in theme via Configuration > General settings > Shopify > Script configuration; Doofinder account email must match Shopify email.
• Excluded results (docs): up to 100 individual items; rules need the attribute configured as a filter; AND/OR conditions; applies to Search, layer initial results, Recommendations, Quiz.
• Recommendations (docs): all features active during trial; plan decides afterwards.
• Integrations (docs): Klaviyo sends search events for segments/flows (Shopify supported); Guaranteed Reviews needs product card template HTML edit.

Merchant Feedback Patterns

Common positives: Onboarding help from named staff, fast search on large catalogs, search design and analytics, good value for some.

Common complaints (all 20 one-to-three-star reviews read): search stopping/breaking without warning (2022–Sept 2026, incl. holiday sales); request-based billing confusion (2022–2024) and a 2026 price-increase complaint; slow/generic support, chatbot first line, no live support (incl. 2026); one report of search stopping after a usage quota was reached (April 2026); one mobile speed complaint (2024).

Developer replies: many on older low-star reviews; newest found 2026-03-02. No public reply on the April, September and October 2026 low-star reviews.

Missing Evidence / Questions

• Storefront layer, search quality, speed — untested.
• What happens when a paid plan’s request allowance is exceeded (not documented clearly; one merchant report of search stopping).
• Whether the AI Assistant switch adds a cost; plan conflict between the in-app video (Advanced/Enterprise) and the plan screen (Pro/Advanced).
• Trial length conflict: listing 15 days vs in-app banner “month”.
• How “requests for each product” is allocated across Search/Recommendations/Quiz.

Thumbnail Concept & Prompt

Concept: A shopkeeper in a covered arcade arranges goods on a long stall, choosing which few pieces sit in a warm beam of light at the front, the review’s merchandising control. A growing stream of small shopper figures pours in through a narrow stone archway behind, while a much larger, grander hall stands hazy in the far background: the traffic-driven step up from Basic to Pro. In the upper sky, Doofinder’s two linked rings appear as a pale periwinkle-lavender pair of cloud halos, feathered and partly dissolved.

Prompt: Editorial fine-art oil painting, vintage art-book illustration style. In a wide, sunlit covered arcade, a small shopkeeper figure stands at a long market stall, arranging goods so that only a few pieces at the front catch a warm beam of afternoon light while the rest fall into soft shadow. Behind the stall, a growing stream of tiny, loosely painted shopper figures pours through a narrow stone archway, and far beyond it a much larger, grander hall rises, dissolved into warm haze. In the open upper sky, two softly linked rings sit side by side like a pair of overlapping cloud halos, formed from cloud and haze, tinted a pale periwinkle-lavender softened into cream light, about 20–25% of the canvas width, with feathered, partially dissolved edges, varied opacity, low local contrast, painted with the same brushwork as the rest of the sky. The whole image must look visibly blurry and abstract, not merely a blurred background: soft focus, broad brush masses, simplified shapes, imperfect edges, visible brushwork, canvas texture, pigment variation. The foreground stall and shopkeeper are moderately defined but still soft-edged; the archway and crowd are loose brush masses; the far hall and sky are very soft, atmospheric fields of colour. Muted palette of warm cream, ivory, beige, muted ochre, dusty yellow, dusty blue, sage, terracotta and muted brown, with the pale lavender emblem as the only cool accent. Soft directional afternoon light from the left, long gentle shadows. Wide 16:9 asymmetrical composition with the stall off-centre, generous negative space in the sky, and one clear focal point that reads at small thumbnail size. No text, no letters, no numbers, no UI, no screens, no logos, no signage, no readable typography. No photorealism, no 3D render, no glossy digital painting, no hyper-detail, no perfect faces, no neon, no saturated blue.

Brand verification: official logo SVG (doofinder.com, logo-doofinder-blue.svg) fills #1B1851 deep indigo; the site accent is #33268C; the in-app mark is two linked rings (visible in the review screenshots). The pastel lavender is a softened interpretation, not the official logo.

File: /images/reviews/doofinder/doofinder-review-thumbnail.jpg — supplied by the human reviewer (1672×941 PNG), resized to 1280×720 and saved as JPEG (no WebP encoder available locally) on 2026-10-14. Alt text recorded in the review frontmatter.

Claims We Must Not Make

• That Doofinder improves conversion or search accuracy.
• How many searches 10,000 requests covers for a given store.
• That search stops when the allowance runs out.
• That support is fast or slow for every merchant.