Changelog - Boost AI Search & Discovery

Jun 14, 2024

Shopify Integration

  • [Improvement] Separate Code Editor from Visual Editor with enhanced UI/UX. Seamlessly access Code Editor in the widget library and the Shopify integration.
  • [New feature] Release Product item settings and Advanced features settings in Visual Editor. New customization capabilities are:
    • In the Product item:
      • Auto scale options for Product image aspect ratio
      • Product Price
      • Swatches
      • Call to action layouts.
    • In the Advanced features:
      • Quick view popup
      • Ajax cart.


  • [Improvement] Enhance accuracy and search result relevance when shoppers search in Spanish, Italian, Japanese, and French languages.

May 22, 2024


  • [New feature] Release Personalized Recommendation type. Upgrade to Professional package to be able to use it.
  • [Improvement] Add the Hand-picked Products type (previously available on the Product page only) to additional pages including the Homepage, Cart page, and Collection page. All users can it.

May 02, 2024


  • [New feature] Release Search Personalization. Upgrade to Professional package to be able to use it.

Apr 25, 2024

Admin App

  • [New] Release AI Introduction page

Mar 13, 2024

Amin App

  • [Improvement] Implement new menu for Boost app

Mar 03, 2024

Admin App

  • [Search] Add performance ranking to related features: Implement
  • [Improvement] Apply German translation for search and recommendation 

Feb 29, 2024


  • [New] Implement Test your search (Search Preview) 


  • [Improvement] Reduce log’s metadata in sip-api

Feb 05, 2024


  • [Implement] Move Product data source into add/edit Hand-picked widget flow

Product Performance Reranking

  • [Update] Update flow trigger auto data for Product performance ranking


  • [Improvement] Sync prioritized collections
  • [Improvement] Fix bug sync duplicated theme which has long name

Feb 01, 2024

App Admin
  • [New] Implement Upsell feature

Theme settings
  • [Improvement] Clone duplicated theme’s settings

Jan 31, 2024

Theme settings

  • [Improve] - Improve US18 theme setting’s visual editor
  • [Fix bug] - Fix bug theme setting’s visual editor
  • [Update] - Script lowercase shopify metafield key for translations

Search feature
  • [New] [Search] Implement feature product performance ranking 

Jan 22, 2024


• [Implement] Add product tour to help merchants adapt search feature easier

• [Update] add search setting for check full query string operator

Theme settings

• [New feature] Select template to apply default value in Visual editor - Theme settings

• [Fix bug] - Fix default value of theme Prestige and Dawn


• [Improvement] Improve build collection data step in sync collect process

• [Improvement] Chunk bulk query in sync collect

Jan 02, 2024

Search settings

• [Update] Mixpanel - Update Tracking Search Feature on App Admin

• [Fix] Missing translation in Germany language

Dec 26, 2023


• [Implement] Update Recommend link analytic

• [Update] Add semantic into search engine control

• [Update] Update analytics link for Search Engine control


• [Improvement] Update logic remove deleted assets from themes cache

• [Improvement] Add sync theme process into auto sync by theme’s webhook


• [Fix bug] - Fix default value of theme Focal 

Dec 18, 2023


  • [Improvement] Add passwordEnabled field to theme setup log


• [Improvement] Update lock/unlock banner for AI search, Merchandising, Variant display

• [Fix] [Recommendation] Hotfix manual recommendation, different type of product id when loading from ES |


• [Improvement] Reduce logs volume in sync, map process 

Dec 06, 2023

  • [Improvement] Recommendation's AI-Model: Alternative & Complementary 
  • [Improvement] custom setting limit search feature base on query length for a store 
  • [Fix] Get price base on currency api search/products

Dec 04, 2023

  • [Improvement] Onboarding flow: Improve code for ensuring 8 recommendation widgets:
  • [Fix] Recommendation - Widget default design setting changed after adding a new widget
  • [Fix] Fix removed product’s metafields issue
  • [Fix] Missing compatibles fields when sync theme

Oct 23, 2023

  • [Improvement] Update UI translation for DE language
  • [Improvement] Create available Recommendation widgets for new users

Oct 18, 2023

  • [Improvement] Improve few search metrics on Search analytics 
  • [Improvement] Improve Suggestion Features
  • [Fix] Hompage dashboard show installation status banner for old user

Oct 04, 2023

  • [Improvement] New mode flow sync
  • [Improvement] Skip verify deleted events in sync process by feature flag
  • [Improvement] Enable sync multiple currencies for store has specific country code
  • [Improvement] Show search term in list if it has data for customer
  • [Fix] Cannot Search SKU match 100% of results

Sep 25, 2023

  • [Improvement] Handle count archived products error of 404 collections
  • [Improvement] Refactor code sync 1k products sub flow onboarding
  • [Improvement] - Add feature management into app-metafield when lock&unlock add-ons
  • [Improvement] Add sync notification on onboarding sync running step
  • [Fix] Trigger sync slow get status of sync instead status of theme
  • [Fix] Update sync uninstallation reason to AC
  • [Fix] - [v3 - Theme Editor] Labels not showing correctly on the Recommendation widget
  • [Fix] - [Product data source] - Can not search by main product title

Sep 20, 2023

  • [Improvement] Sync 1000 preview products at onboarding flow
  • [Improvement] Sync specific countries price
  • [Improvement] Variant-display - Update variants display migration logic for old customers
  • [Improvement] add specific countries into settings to support new price list structure
  • [Fix] Variant display - Don’t lock variant display after store exceeded 5k product
  • [Fix] Get revenue analytic with distinct record
  • [Fix] Fix filter option by product options not working with name product_type 
  • [Release] Update new onboarding flow

Sep 18, 2023

  • [Improvement] Process add-on when users action on Collection page button in action list of management merchandising
  • [Improvement] Improve widget placement User experiences
  • [Improvement] Recommendation Recently Purchased - Change redis storage from key-value to hash
  • [Fix] Keeping original tags in search v2

Sep 13, 2023

  • [Improvement] Embed video guide for recommendation
  • [Improvement] Update condition showing Recently Purchased type with theme lib version
  • [Improvement] Sync themes by ids
  • [Fix] Fix default value of theme Flow

Sep 05, 2023

  • [Improvement] Prevent retry flow hanging when sync theme process is running
  • [Improvement] Switch big bulk query to rest query in sync collect process
  • [Improvement] Add feature flag to ignore check bot for sync process
  • [Improvement] Validate empty values of theme settings before saving

August 30, 2023

  • [Improvement] Bug fixes and performance improvements for merchandising feature in collection pages
  • [Improvement] Disable presentment price to make flow install sync faster

August 28, 2023

  • [Improvement] Tracking event for new recommendation creation flow | 
  • [Improvement] Fix default value theme Blockshop and custom validating message for pagination type
  • [Fix] Fix issue display button/text Enable Boost Core slowly in recommendation page
  • [Fix] Fix bug reload page in search
  • [Fix] Export total in search without result
  • [Fix] Data load incorrect sometimes in analytic

August 23, 2023

  • [Improvement] Restructure Standard Search + Advanced Search: Update UI and fix bugs for better user experiences when using Search features
  • [Improvement] Add loading data when API getting add-on status is calling
  • [Improvement] update notification in analytic

August 21, 2023

  • [Improvement] Remove warning unmatch theme
  • [Fix] Style button on Germany at analytic setting
  • [Fix] Hotfix sort filter option on search analytics
  • [Fix] Missing pass old setting to update metafield function

August 16, 2023

  • [New Feature] Release email report analytic
  • [Fix] Not loading in them list if not sync theme process running
  • [Fix] Cannot change option list after update “react-select-async-paginate” package to latest version

August 10, 2023

  • [Improvement] Support multiple language on content search
  • [Improvement] Add top 10 longest auto sync and change template report
  • [Improvement] Proceed conflict version when clean index data
  • [Improvement] Update flow step guide for recommendation widgets
  • [Improvement] Add popup whatsApp and logic to show
  • [Fix] Percent growth of app impact revenue

August 07, 2023

  • [Improvement] Reuse ExecutionID to improve response time for feature New Analytics
  • [Improvement] Improve flow: expire trial reinstall
  • [Improvement] Check all collects’ consistency of collections which are in strict consistency list
  • [Improvement] Map all product in flow sync multiple language and multiple currencie
  • [Fix] Fix bug upload image in theme setting, update default value themeist

August 02, 2023

  • [New feature] Add feature clone theme setting in visual editor
  • [Improvement] Clear query caching
  • [Fix] Fix issues render merchandising by rule type and issue wrong price value
  • [Update] Update response data in API get themes

July 28, 2023

  • [New Feature] Flow to ask for case studies after customers leave 5-star review in-app
  • [Fix] Enable save button when saving theme setting faile 
  • [Fix] Issue searching filter option value
  • [Fix] Return expired discount code applied
  • [Improvement] Retrain AI models for better search results
  • [Improvement] Release default value of theme Motion

July 25, 2023

  • [New] Add the step guide “How to install widget to a theme for Recommendation
  • [Improvement] - Improve performance for get settings
  • [Update] Recommendation - Update translation for Germany
  • [Update] - Release default value of theme streamline
  • [Update] - Update flow add-on subscribe for New Pricing Page
  • [Fix] Issue render wrong date in sync schedule

July 19, 2023

  • [Improvement] Improve on multi level tag option to avoid lagging when loading too much tag items
  • [Improvement] In app CSAT feedback
  • [Improvement] Improve Logic Enable Bulk Query In Sync Metafields Process

July 14, 2023

  • [Improvement] Implement fallback for Recommendation model
  • [Fix] Show progressing sync onboarding at screen choose theme
  • [Fix] Fix bug theme setting
  • [Fix] Fix bug get property from null variable 
  • [Fix] Missing Germany language for rule based helper recommendation

July 11, 2023

  • [Update] Update UI and UX for Product data sources (Manual settings)
  • [Fix] Fix bug preview quick view, ajax card and value font sans-serif
  • [Improvement] -Performance of load recommendation widgets page 

July 03, 2023

  • [Improvement] UI update for recommendation feature
  • [Improvement] Display Metafields in Searchable fields
  • [Improvement] Add new mainTheme into displayThemes of recommendation widget for US46
  • [Improvement] Improve sync history data
  • [Fix] Fix bug deleted products still exists in ES
  • [Fix] Fix 401 (Unauthorized) error when sync demo theme

June 28, 2023

  • [New] Update banner partners on the homepage
  • [Improvement] Update video tutorial in managing recommendation widgets
  • [Improvement] Not Update status when update search page display or isw 
  • [Fix] Fix sometimes show 2 layouts in 1 store

June 20, 2023

  • [Improvement] Update merchandising translation
  • [Fix] Add ID field to highFields when parse product

June 13, 2023

June 07, 2023

  • [Improvement ] Swipe the banners and update apps in the spotlight
  • [Fix] Show format currency, format thousands, uncheck compare if choose over valid range
  • [Fix] Show label on Whats-Next block

June 05, 2023

  • [Improvement] Update fallback file to latest when refresh all theme
  • [Improvement] Add load previous label for infinite scroll
  • [Improvement] Add feature_facet data for stores that are using the recommendation feature in sync process
  • [Fix] Fix include add-ons not unlock when subscribe advance package
  • [Fix] Allow SVG file in swatch settings
  • [Fix] Remove empty value multi-level tag in filter option
  • [Fix] Allow Float value price in range price of filter option
  • [Fix] Fix unlimit yAxis for click rate, Limit xAxis tick amount all chart, max boundary chart

May 31, 2023

  • [Improvement] Disable unknown error when setting Recommendation
  • [Improvement] Improve performance for initial preview when setting Recommendation
  • [Fix] Do not merge values when the value contains XSS
  • [Fix] Support custom sort options with float type value

May 25, 2023

  • [Improvement] Improve performance subscription page and package page
  • [Improvement] Show toggle button in integration page when themeV3
  • [Improvement] Exclude sync theme process in first flow install sync
  • [Improvement] Improve create fallback file when refresh all theme
  • [Improvement] Enable bulk query default for sync collect process
  • [Hotfix] Reduce logs “flow error continuously” in sync
  • [Fix] Update API update tenant app

May 23, 2023

  • [Fix] format money, date select default, xAxis tick amount analytic
  • [Fix] Handle lock and unlock Scoped suggestion and run script disabled flag
  • [Improvement] Add api update search v2 setting, add search setting exclude partial fields
  • [Improvement] Improve flow get swatch settings data

May 19, 2023

  • [Fix] Fix issue on theme setup (warning, featured selected, etc)
  • [Fix] Fix issue uat analytics (recommend + app impact)
  • [Fix] Fix issue not show add-on store block in Cross-sell Upsell
  • [Fix] Fix issue not correct plan when applying discount
  • [Improvement] Update UI to lock variant display for old user < 5k products upgrade package
  • [Improvement] Prevent call merchandising api for collection if not use addon
  • [Improvement] Add new 2 api to read model status for internal use 

May 18, 2023

  • [Fix] Product category filter option does not load the data
  • [Fix] Fix issue rebranding and add lock and unlock for recommendation analytic page
  • [Fix] Fix bug incorrect original merged options in variants
  • [Improvement] Improve Yotpo integration theme v2
  • [Improvement] Improve 404 error when setup theme v3

May 11, 2023

  • [Improvement] Improve flow uninstall app, remove subscribe add-on when store uninstall app
  • [Improvement] Improve flow auto-correction for subscription issue
  • [Improvement] Move setting sync metafields from parseParams to sipParams
  • [Improvement] Reduce logs in sync services

April 19, 2023

Boost AI Search & Discovery, the complete suite of AI-driven Product Discovery Solutions, is now available

What’s new with Boost AI Search & Discovery?

With these features, you can enhance your customers' shopping experiences and increase your sales like never before. Visit our website for more details and take your store to new heights with Boost AI Search & Discovery.

April 10, 2023

  • [Improvement] Separate sync multiple currencies

March 29, 2023

  • [Improvement] Products don't split in the collection not using Variant display despite in another collection that uses the feature.
  • [Improvement] Process multiple bulk files of collections concurrently in Sync Collection
  • [Fix] Update getShopLocales in syncMultipleLanguage

March 15, 2023

  • [Improvement] Update sync schedule info in Analytics dashboard
  • [Fix]  Improve synonyms parser on Japanese store with feature flag
  • [Fix] update flowControl when background flow running

March 8, 2023

  • [Improvement] Update Recommended-App in the dashboard and banners on integration page 
  • [Improvement] Update ES Mapping (Add ts_custom_fields, weight, weight_unit to pfs_product v7, v8)
  • [Improvement] Support list of values in metafields

March 6, 2023

  • [Improvement] Update Recommended-App in dashboard and banners in integration page 
  • [Improvement] Update ES Mapping (Add ts_custom_fields, weight, weight_unit to pfs_product v7, v8)

February 20, 2023

  • [Improvement] Sort theme list order descending by update time
  • [Improvement] Upgrade Shopify API version 2022-07

February 15, 2023

  • [Fix] Add redis request cache in flow manager and map process
  • [Fix] Hotfix remove update tenant by tenantId
  • [Improvement] Ignore slow sync collect alert

February 8, 2023

  • [Improvement] Improve page speed by Calculate the time users stay on the Initialization page sync
  • [Improvement] Add weight, weight_unit into variants in pfs_product in the sync process
  • [Improvement] Alert slow sync flow installation

February 3, 2023

  • [Improvement] Support Shopify Markets and Multi Currency using PriceList API in the sync process

February 1, 2023

  • [Improvement] Hide Product category field for stores in Search settings
  • [Improvement] Add field createdAt to theme setup status 
  • [Fix] Wrong display of old data search fields in the search setting

January 30, 2023

  • [Improvement] Improve loading speed for sync page
  • [Fix] xss replace wrong tag recognition to improve sync process
  • [Fix] Cannot get filter option data when sync product metafields 

December 29, 2022

  • [Fix] Fixing font settings does not work in the default theme settings 
  • [Fix] Fixing duplicate tooltip of the toggle 

December 26, 2022

  • [Improvement] Support sort by number for tag and metafield in Sort by options
  • [Fix] Show badge add-on app for store apply variant display

December 09, 2022

  • [Improvement] Save translation settings for Stores with exceeded number of characters

December 07, 2022

  • [New feature] Add a new Filter Option, Sync Option, & Sort by options: Product Category.
  • [New feature] Implement Sync 3rd Okendo Products Reviews By API
  • [Integration] Remove Request a Quote app from integration
  • [Fix] Update currencies and country codes in multiple currencies of sync progress
  • [Fix] Add triggeredBy when enabling/disabling auto sync on the admin app and system dashboard

December 06, 2022

  • [Improvement] Update the toggle switch button for all features following Polaris's new design 
  • [Improvement] Update APIs to change metafield type json_string to new JSON

November 14, 2022

  • [Integration] Boost AI Search & Discovery is now in the process of being upgraded to a more advanced version. Therefore, to ensure the app's performance, we suspended our app integrations with Locksmith (by Lightward), Free Gifts BOGO buy x get y (by Secomapp), and AAA Wishlist.

October 30, 2022

  • [Improvement] Customers can now choose the collection while creating a filter, based on its ID or handle instead of its name.

October 26, 2022

  • [Fix] Fix an issue that caused the mapping process to crash with 100% CPU, leading to slow sync and wasteful processing
  • [Fix] Fix a bug in sync collect that aborts the process diff and rebuild, leading to slow sync and wasteful processing
  • [Improvement] Better detect no change in the early process and skip to speed up the sync process.
  • [Improvement] Better error handling: request returning 403/404 will be disabled sync

October 24, 2022

  • [Improvement] Support new metafield type JSON for all customers
  • [Improvement] Improve the sorting of product variant orders displayed in the front end. 

October 20, 2022

  • [Improvement] Backup Product Ranking data to MongoDB

October 10, 2022

  • [Fix] Fix issue migration after subscribing to the premium plan
  • [Fix] Fix several bugs, refactor and improve logging for the Sync Collect process

October 5, 2022

  • [Fix] Fix exceeded plan popup modal interfering with user interface

October 3, 2022

  • [Improvement] Upgrade Shopify new version 2022-04
  • [Improvement] Improve Auto Sync For Error 404
  • [Improvement] Avoid triggering Install Sync Flow after customers subscribe to a plan 
  • [Improvement] Improve sync performance by triggering hanging process missing extra params 

September 28, 2022

  • [Fix] Fix issue: Style on preview section on Quickview and Ajax cart + Default theme settings page 

September 26, 2022

  • [Fix] Tooltips on the label are not displayed 
  • [Fix] The issue shows the wrong product title label in the Translation 
  • [Fix] Show Variants display menu for stores increase product count > 5000
  • [New Feature] Auto rollback feature when an error occurs in the sync process
  • [Improvement] Custom sorting now supports number value

September 07, 2022

  • [Improvement] Upgrade Polaris version from v6 → v9
  • [Fix] Searchify product vendor on the mapping process

August 17, 2022

  • [Improvement] Shorten URL feature now works with filter by metafield.
  • [Improvement] Support getting variant products for Search box on-click suggestions

August 10, 2022

  • [Improvement] Improve the Filter Option by Inventory Location feature