Light Labs alternatives
12 search personalization tools compared on data from stores OngoingAI observes — including 44 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 | 1,427 | +6 | Shopify | 2% | 4.7 | Free plan available |
 Videowise | 542 | +5 | Shopify | 11% | — | — |
 Firework Shoppable Video & UGC | 287 | -6 | Shopify | 2% | 5.0 | Free to install |
| Advanced Woo Search | 3,786 | +16 | WooCommerce | — | — | — |
 Kiwi Size Chart & Recommender | 3,566 | +35 | Shopify | — | 4.7 | Free plan available |
 Klevu ‑ AI Search & Discovery | 2,785 | +12 | Magento (Adobe Commerce) | — | 4.9 | Free trial available |
 DOOFINDER ‑ Search & Discovery | 2,685 | +7 | PrestaShop | — | 4.7 | Free to install |
 Searchanise Search & Filter | 2,428 | +30 | Shopify | 2% | 4.7 | Free plan available |
 Intelligems: A/B Testing | 2,386 | +53 | Shopify | 39% | 4.8 | Free trial available |
| Boost AI Search & Discovery | 2,242 | -1 | Shopify | 7% | — | — |
 Smart Product Filter & Search | 1,458 | +22 | Shopify | — | — | — |
| Visually.io | 1,013 | +18 | Shopify | 9% | — | — |
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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, Klevu, DOOFINDER.
Advanced Woo Search is the most widely adopted Light Labs alternative we track — observed on 3,786 ecommerce stores, versus 44 running Light Labs.
Intelligems gained the most confirmed installs over the last 30 days among the alternatives we track (+53 net confirmed stores).
Intelligems holds the highest rating among well-reviewed alternatives — 4.8 out of 5 across 197 reviews.
Tolstoy, Kiwi Size Chart & Recommender, Searchanise Search & Filter advertise a free plan or free tier.