Light Labs alternatives
12 search personalization tools compared on data from stores OngoingAI observes — including 37 running Light Labs. Adoption, platform split and growth, not vendor claims.
| Alternative | Stores observed | 30d net | Primary platform | Overlap | Rating | Pricing |
|---|---|---|---|---|---|---|
 Tolstoy: Shoppable Video & UGC | 1,214 | -9 | Shopify | 3% | 4.7 | Free plan available |
 Videowise | 477 | +6 | Shopify | 11% | — | — |
 Firework Shoppable Video & UGC | 218 | -2 | Shopify | 3% | 5.0 | Free to install |
| Advanced Woo Search | 3,249 | +110 | WooCommerce | — | — | — |
 Kiwi Size Chart & Recommender | 2,942 | +7 | Shopify | — | 4.7 | Free plan available |
 DOOFINDER ‑ Search & Discovery | 2,418 | +37 | PrestaShop | — | 4.7 | Free to install |
 Klevu ‑ AI Search & Discovery | 2,382 | -13 | Magento (Adobe Commerce) | — | 4.9 | Free trial available |
 Intelligems: A/B Testing | 2,143 | +5 | Shopify | 38% | 4.8 | Free trial available |
| Boost AI Search & Discovery | 1,888 | — | Shopify | 8% | — | — |
 Searchanise Search & Filter | 1,729 | -10 | Shopify | — | 4.7 | Free plan available |
 Smart Product Filter & Search | 1,159 | -14 | Shopify | — | — | — |
| Elasticsuite | 957 | +12 | Magento (Adobe Commerce) | — | — | — |
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Frequently asked questions
Ranked by observed store adoption, the most widely used Light Labs alternatives are Advanced Woo Search, Kiwi Size Chart & Recommender, DOOFINDER, Klevu.
Advanced Woo Search is the most widely adopted Light Labs alternative we track — observed on 3,249 ecommerce stores, versus 37 running Light Labs.
Advanced Woo Search gained the most confirmed installs over the last 30 days among the alternatives we track (+110 net confirmed stores).
Intelligems holds the highest rating among well-reviewed alternatives — 4.8 out of 5 across 193 reviews.
Tolstoy, Firework Shoppable Video & UGC, Kiwi Size Chart & Recommender advertise a free plan or free tier.