Shopanion vs Tafuta: AI Search Bar
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Oct 14, 2026 for Shopanion, Oct 13, 2026 for Tafuta.
The short answer
- Only Tafuta lists a free plan. Paid plans start at $14.99/month for Shopanion and $19/month for Tafuta.
- Shopanion lists 10 features Tafuta’s listing doesn’t mention, including Custom CSS, Custom filters, Custom ranking.
Head to head
Starter
- · 200 Semantic Conversations/mo
- · Real-time Inventory & Catalog Sync
Growth
- · 500 Semantic Conversations/mo
- · Real-time Inventory & Catalog Sync
Professional
- · 2,000 Semantic Conversations/mo
- · Advanced Vector Weight Optimization
- · Custom Brand Voice (Prompt Tuning)
- · Priority Support
Free trial
Starter
Growth
Pro
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureTraditional search fails when shoppers search for problems like "gentle cleanser for acne and dry skin" instead of exact titles. If your product names do not match those words, shoppers receive zero results and leave your store. Shopanion uses conversational AI to interpret intent behind these complex queries.
Your customers don't search like a database. They ask for "something warm for a winter trip under 120" and a keyword search returns nothing, because no product is titled that way. Tafuta reads the intent behind the sentence and answers from your live catalogue. Nothing is imported or synced. Add the search bar to any section from your theme editor.
- Intelligent Search: Search by problem, like "acne and dry skin."
- Side-by-Side Comparison: Compare items side-by-side to help shoppers choose.
- Product Recommendations: Suggest matching items like a birthday gift.
- Product Q&A: Answer shopper questions such as "Is this safe for kids?" directly.
- Understands sentences, not keywords: colour, style, price and stock
- Reads your live catalogue, so prices and stock are never out of date
- Added from the theme editor as an app block, with no code to write
All the numbers
Every figure, side by side
A green dot marks the app ahead on a measured figure. Estimates, gaps and apps that leave no storefront trace never take the lead.
Adoption
| Measure |  Shopanion |  Tafuta |
|---|---|---|
| Detected stores | Not published | Not published |
| Net store change, 28 days | 0 | 0 |
| Stores added, 28 days | Not enough data | Not enough data |
| Big-brand share | Not enough data | Not enough data |
| Top store categories | Not published | Not published |
| Top store countries | Not published | Not published |
Reviews
| Measure | Shopanion | Tafuta |
|---|---|---|
| App Store rating | Not published | Not published |
| App Store reviews | Not published | Not published |
| New reviews, 28 days | Not enough data | Not enough data |
| Reviewers a year or more in | Not enough data | Not enough data |
FAQ
Shopanion and Tafuta: common questions
- Is Shopanion or Tafuta cheaper?
- Only Tafuta lists a free plan. Paid plans start at $14.99/month for Shopanion and $19/month for Tafuta. Shoplist compares base prices only between monthly plans in the same currency; usage charges and annual plans vary, so check each plan’s limits.
- What features does each app list that the other doesn’t?
- Shopanion lists 10 the others don’t mention, such as Custom CSS, Custom filters, Custom ranking, Exclude results. Tafuta lists 1 the others don’t mention, such as Search bar. A feature missing from a listing may still be supported; this compares what each App Store listing says.
- Where does this comparison’s data come from?
- Shoplist crawls Shopify storefronts to detect which apps each store runs, and reads each app’s Shopify App Store listing for reviews, pricing, features and integrations. Store counts are as of Oct 14, 2026 for Shopanion, Oct 13, 2026 for Tafuta; estimated figures are labeled.
How Shoplist compares apps
Store counts come from Shoplist’s crawl of Shopify storefronts, which detects the apps each store runs; they are as of Oct 14, 2026 for Shopanion, Oct 13, 2026 for Tafuta. Reviews, ratings, plans, features and integrations come from each app’s Shopify App Store listing. 28-day figures are labeled when estimated, and a figure that is missing or estimated never decides who leads. Read the methodology.