Innovent Solutions

We design, modernize & optimize Elasticsearch, OpenSearch & Solr. Improve relevance, performance & scale. Creators of FindTuner.

[Innovent Solutions @Innovent]

Traditional search works well for finding specific items. But some workflows involve building cohesive item sets that fit together visually.

We explored this for set design using #OpenSearch, vector #embeddings, and multimodal retrieval.

https://t.co/k3FDmnXKxN

#VectorSearch

[Innovent Solutions @Innovent]

In #B2B #eCommerce, retrieval is only half the battle.

Buyers don’t just need results; they need to navigate specs and compatibility to find the right solution.

[Part 1/3] Why search is evolving into guided discovery: https://t.co/F347Lb8uuM

#FindTuner #ProductDiscovery

[Innovent Solutions @Innovent]

Search works best as a system where governance, control, and continuous optimization work together.

We broke down how this model operates in practice:

https://t.co/q7mbkdQ7Ww

[Innovent Solutions @Innovent]

The @elastic services team recently wrote about why ecommerce search needs governance.

It’s a meaningful step that brings structure to how queries are interpreted and executed.

[Innovent Solutions @Innovent]

Search systems don’t operate in static conditions.

Shopper behavior shifts, catalogs evolve, and business priorities move quickly.

Governance adds structure but control and continuous optimization keep systems aligned over time.

[Innovent Solutions @Innovent]

Are your semantic results actually outperforming lexical search?

New #FindTuner Insights make it possible to compare semantic vs. lexical search performance and track shopper behavior trends over time.

https://t.co/yvQBxiyfIV

#ecommerce #digitalcommerce #RetailTech #AISearch

[Innovent Solutions @Innovent]

#HybridSearch just got easier to adopt and measure. #FindTuner now offers built-in support for OpenAI and Gemini, plus new Insights that reveal how shoppers engage and convert.

Read more here: https://t.co/8uuzPZwXgG

#ecommerce #digitalcommerce #RetailTech #AISearch

[Innovent Solutions @Innovent]

The most effective eCommerce search strategies don’t choose between AISearch and merchandising. They combine both to turn search from a discovery tool into a true driver of revenue and results.

Read more: https://t.co/gnt03yaQCF

[Innovent Solutions @Innovent]

AI-powered search excels at understanding language, intent, and similarity but it does not inherently understand business context like margin, inventory pressure, or strategic priorities.

[Innovent Solutions @Innovent]

Metrics-based boosting provides the connection between shopper relevance and business intent, ensuring search results reflect not just what shoppers want, but what the business needs to achieve.

[Innovent Solutions @Innovent]

#FindTuner 2025 highlights: #Elasticsearch and #OpenSearch support, actionable #ecommerce #search insights, and agentic AI workflows guided by merchandising strategy.

Read more: https://t.co/4DvGlOgIuG

#digitalcommerce #RetailTech #AISearch

[Innovent Solutions @Innovent]

Retailers track traffic and page views yet miss the #search behavior that drives product discovery. See how #FindTuner Insights links shopper actions to real merchandising impact: https://t.co/6vox7jaJQ4

#digitalcommerce #RetailTech #AISearch

[Innovent Solutions @Innovent]

#FindTuner 3.10 is here! Now supporting #Elasticsearch and #OpenSearch, plus a new #MCP Server for no-code/low-code automation. Smarter #ecommerce #search #merchandising, better shopper experiences.

https://t.co/dbiqUmRELE

#digitalcommerce #RetailTech #AISearch

[Innovent Solutions @Innovent]

Transforming Shopper Data Into Strategy: A Closer Look at #FindTuner Insights.

Read more here: https://t.co/gC8rJl8Ncn

#digitalcommerce #RetailTech #AISearch #ecommerce #merchandising

[Innovent Solutions @Innovent]

#FindTuner 3.9 available with Insights: a powerful #ecommerce #search #analytics feature built for #merchandising. Get clear, actionable data on shopper behavior to optimize faster and drive results.

https://t.co/DDgTmiRlQV

#digitalcommerce #RetailTech #ABTesting #AISearch

[TechNewsWorld @technewsworld]

How To Break Down E-Commerce Search Analytics Silos...Organizational silos and skill gaps often block retailers from fully using shopper search data. #ecommerce #sitesearch #searchtech
https://t.co/HUA5H0bmDV

[Retail TouchPoints @RTouchPoints]

In the AI Era, Metrics-Based Boosting is Still Key to Ecommerce Success
https://t.co/FRr544hksR

[Innovent Solutions @Innovent]

#FindTuner v3.8 now available! Powerful #AI-driven hybrid #search & synonyms that combine #Solr precision with advanced #vectorsearch to deliver superior search results.

Read more here: https://t.co/6IIhxec7kH

#ecommerce #merchandising #digitalcommerce #retail #MachineLearning

[Digital Commerce 360 @DC360_Official]

In the complex world of #B2Becommerce, personalized search addresses several critical needs and challenges for #B2Bbuyers and sellers, writes Keith Mericle, the CEO of search merchandising technology company Innovent Solutions. https://t.co/bgzr8TCLBF

#B2Boperations

[Retail TouchPoints @RTouchPoints]

Solving the Challenges of All-AI Ecommerce Search with a Hybrid Approach
https://t.co/OnonA1oiCA