--- title: "Product recommendation platforms: Which brands are most popular in search?" description: "Compare the platforms that recommend products on a store. Share of Search among Rebuy, Nosto, Constructor, Klevu and Searchspring, the product recommendation platforms Brandwave compares worldwide, using the same methodology, market, and reporting period. Branded searches tell you how often people look for a brand by name or related terms. Comparing these searches across competitors helps you see how popular each brand is over time." canonical: "https://gobrandwave.com/demand/global-en/categories/product-recommendation-platforms" publisher: "Brandwave" --- # Product recommendation platforms: Which brands are most popular in search? Compare the platforms that recommend products on a store. Share of Search among Rebuy, Nosto, Constructor, Klevu and Searchspring, the product recommendation platforms Brandwave compares worldwide, using the same methodology, market, and reporting period. Branded searches tell you how often people look for a brand by name or related terms. Comparing these searches across competitors helps you see how popular each brand is over time. ## Key facts - **Competitive set**: Product recommendation platforms - **Market**: Global - **Brands compared**: 5 - **Month measured**: Aug 2026 - **Highest Share of Search**: Rebuy, 98.6% ## Which brand is most popular in search among product recommendation platforms worldwide? - In August 2026, Rebuy was the most searched among product recommendation platforms worldwide, with an estimated 673K branded searches and 98.6% estimated Share of Search within this set. - Nosto is in 2nd place, 97.6 percentage points behind at 0.98% Share of Search. - Across the 11 months ending August 2026, Constructor rose from 5th to 3rd among product recommendation platforms worldwide. - Across the 11 months ending August 2026, Searchspring fell from 3rd to 5th among product recommendation platforms worldwide. - Across the 11 months ending August 2026, Rebuy, Nosto and Klevu held steady: their estimated Share of Search among product recommendation platforms worldwide each moved less than 0.5 percentage points. ## How did search popularity change for product recommendation platforms worldwide in August 2026? - In August 2026, Constructor rose from 4th to 3rd among product recommendation platforms worldwide. - In August 2026, Klevu rose from 5th to 4th among product recommendation platforms worldwide. - In August 2026, Searchspring fell from 3rd to 5th among product recommendation platforms worldwide. ## Share of Search ranking | Rank | Brand | Share of Search | Estimated monthly branded searches | Change vs prior month | Owned by | | --- | --- | --- | --- | --- | --- | | 1 | Rebuy | 98.6% | 673K | -0.0% | Rebuy | | 2 | Nosto | 0.98% | 6.7K | 0.0% | Nosto | | 3 | Constructor | 0.16% | 1.1K | -4.4% | Constructor | | 4 | Klevu | 0.15% | 1K | 0.0% | Klevu | | 5 | Searchspring | 0.15% | 1K | -23.1% | Searchspring | ## Historical estimated branded-search demand | Month | Brand | Estimated monthly branded searches | Share of Search | Rank | | --- | --- | --- | --- | --- | | Oct 2025 | Rebuy | 674K | 98.2% | 1 | | Oct 2025 | Nosto | 6.8K | 0.99% | 2 | | Oct 2025 | Searchspring | 2.4K | 0.35% | 3 | | Oct 2025 | Klevu | 1.9K | 0.28% | 4 | | Oct 2025 | Constructor | 1.3K | 0.18% | 5 | | Nov 2025 | Rebuy | 823K | 98.6% | 1 | | Nov 2025 | Nosto | 6.7K | 0.8% | 2 | | Nov 2025 | Klevu | 1.9K | 0.23% | 3 | | Nov 2025 | Searchspring | 1.6K | 0.19% | 4 | | Nov 2025 | Constructor | 1.2K | 0.14% | 5 | | Dec 2025 | Rebuy | 673K | 98.4% | 1 | | Dec 2025 | Nosto | 6.7K | 0.98% | 2 | | Dec 2025 | Klevu | 1.6K | 0.23% | 3 | | Dec 2025 | Searchspring | 1.6K | 0.23% | 4 | | Dec 2025 | Constructor | 1.2K | 0.17% | 5 | | Jan 2026 | Rebuy | 673K | 98.3% | 1 | | Jan 2026 | Nosto | 6.7K | 0.98% | 2 | | Jan 2026 | Klevu | 1.6K | 0.23% | 3 | | Jan 2026 | Searchspring | 1.6K | 0.23% | 4 | | Jan 2026 | Constructor | 1.5K | 0.22% | 5 | | Feb 2026 | Rebuy | 674K | 98.3% | 1 | | Feb 2026 | Nosto | 6.7K | 0.98% | 2 | | Feb 2026 | Klevu | 1.6K | 0.23% | 3 | | Feb 2026 | Searchspring | 1.6K | 0.23% | 4 | | Feb 2026 | Constructor | 1.6K | 0.23% | 5 | | Mar 2026 | Rebuy | 674K | 98.3% | 1 | | Mar 2026 | Nosto | 6.7K | 0.98% | 2 | | Mar 2026 | Constructor | 1.6K | 0.24% | 3 | | Mar 2026 | Klevu | 1.6K | 0.23% | 4 | | Mar 2026 | Searchspring | 1.6K | 0.23% | 5 | | Apr 2026 | Rebuy | 551K | 98.1% | 1 | | Apr 2026 | Nosto | 6.7K | 1.2% | 2 | | Apr 2026 | Constructor | 1.3K | 0.24% | 3 | | Apr 2026 | Klevu | 1.3K | 0.23% | 4 | | Apr 2026 | Searchspring | 1.3K | 0.23% | 5 | | May 2026 | Rebuy | 551K | 98.1% | 1 | | May 2026 | Nosto | 6.7K | 1.2% | 2 | | May 2026 | Klevu | 1.3K | 0.23% | 3 | | May 2026 | Searchspring | 1.3K | 0.23% | 4 | | May 2026 | Constructor | 1.1K | 0.19% | 5 | | Jun 2026 | Rebuy | 551K | 98.1% | 1 | | Jun 2026 | Nosto | 6.7K | 1.2% | 2 | | Jun 2026 | Constructor | 1.3K | 0.24% | 3 | | Jun 2026 | Klevu | 1.3K | 0.23% | 4 | | Jun 2026 | Searchspring | 1.3K | 0.23% | 5 | | Jul 2026 | Rebuy | 673K | 98.5% | 1 | | Jul 2026 | Nosto | 6.7K | 0.98% | 2 | | Jul 2026 | Searchspring | 1.3K | 0.19% | 3 | | Jul 2026 | Constructor | 1.1K | 0.17% | 4 | | Jul 2026 | Klevu | 1K | 0.15% | 5 | | Aug 2026 | Rebuy | 673K | 98.6% | 1 | | Aug 2026 | Nosto | 6.7K | 0.98% | 2 | | Aug 2026 | Constructor | 1.1K | 0.16% | 3 | | Aug 2026 | Klevu | 1K | 0.15% | 4 | | Aug 2026 | Searchspring | 1K | 0.15% | 5 | | Sep 2026 | Constructor | — | — | — | | Sep 2026 | Klevu | — | — | — | | Sep 2026 | Nosto | — | — | — | | Sep 2026 | Rebuy | — | — | — | | Sep 2026 | Searchspring | — | — | — | ## What is being compared - **Constructor**: Measured on the search terms “constructor search” and “constructor.io”, summed into one figure. - **Klevu**: Measured on the search term “klevu”. - **Nosto**: Measured on the search terms “nosto” and “nosto shopify”, summed into one figure. - **Rebuy**: Measured on the search terms “rebuy”, “rebuy ecommerce” and “rebuy shopify”, summed into one figure. - **Searchspring**: Measured on the search term “searchspring”. - [Constructor](/demand/global-en/brands/constructor) - [Klevu](/demand/global-en/brands/klevu) - [Nosto](/demand/global-en/brands/nosto) - [Rebuy](/demand/global-en/brands/rebuy) - [Searchspring](/demand/global-en/brands/searchspring) ## Methodology - [How is branded search demand measured?](/demand/methodology): Where the figures come from, what they compare, and how they may be reused. ## Frequently asked questions ### Which brand is most popular in search among product recommendation platforms worldwide? In August 2026, Rebuy was the most searched among product recommendation platforms worldwide, with an estimated 673K branded searches and 98.6% estimated Share of Search within this set. These are worldwide searches for English-language branded terms. ## Cite this page Brandwave. "Product recommendation platforms: Which brands are most popular in search?". https://gobrandwave.com/demand/global-en/categories/product-recommendation-platforms This page is also available as HTML at https://gobrandwave.com/demand/global-en/categories/product-recommendation-platforms. Brandwave publishes an index of its Markdown pages at https://gobrandwave.com/llms.txt.