AI Visual Search Tool
How does MirosAI improve ecommerce search experience?
MirosAI uses AI-powered search, combining visual search and semantic processing to understand shopper behavior across scrolls, clicks, and searches. It surfaces the most relevant items, reduces the frustration of "no results," and personalizes results in real time. Our Tagless Discovery system understands product photos and unstructured metadata (no tagging needed), and Discovery Bar helps locate items even when metadata is sparse or missing.
What is Wordless Search and how does it work?
Wordless Search finds items without textual input by leveraging visual AI to understand product images and unstructured metadata. It relies on Tagless Discovery (no tagging) and Discovery Bar to locate items when metadata is sparse or non-existent. The data flow includes data extraction from imagery, data enrichment with semantic/NLP processing, and easy integration via GraphQL APIs and Web SDKs. Live session behavior tracking enables real-time personalization, and the system scales to handle large inventories.
How long does integration take and what does it involve?
Integration takes just 2 weeks, even for complex setups. It uses GraphQL APIs and Web SDKs designed for easy integration with both modern headless e-commerce systems and traditional platforms. The process includes data extraction from product imagery, data enrichment with semantic/NLP processing, a go-live phase with real-time personalization, and scalable operation.
Do I have to replace my existing search provider?
No mandatory replacement is required. Miros can be integrated to augment or complement your current search through our APIs and SDKs, allowing you to enhance discovery without discarding your existing setup.
How do I know MirosAI will work with my specific inventory?
Miros supports finding items even when metadata is sparse or non-existent. This is enabled by data extraction from product imagery and Tagless Discovery, plus semantic/NLP processing to improve matches, making it suitable for inventories with limited tagging. A personalised demo can help assess fit for your catalog.
What data processing happens during setup?
Two core steps drive the setup:
- Data extraction: Rich information is pulled from product imagery to become searchable via Tagless Discovery.
- Data enrichment: Visual search is combined with semantic/NLP processing of product metadata to improve matches and broaden coverage.
What reporting is available?
The site identifies reporting as a capability, with details typically provided during a product demo or through documentation. For specifics on dashboards and metrics, request a personalised demo or consult the product team.
Do you have case studies showing real results?
Yes. Case studies highlight tangible outcomes such as:
- Ravensburger: higher conversions and +14% more items bought (along with reduced “no results” issues)
- momox fashion: GMV +19%, AOV +11%, ARPU +10%
- Percentil: GMV +7%, AOV +4%, retention +7%
- Grace Hong (mobile shoppers): GMV uplift around 4.5%
These demonstrate how MirosAI can impact shopper engagement and revenue.
How is privacy and data usage handled?
We use cookies to store and/or access device information. Consenting to cookies allows processing of data such as browsing behavior or unique IDs; not consenting may affect certain features. For full details, see the Privacy Notice and cookie management options.
How can I see MirosAI in action or get a personalised demo?
Get a personalised demo by reaching out through the site’s demo request option. A demo will tailor considerations to your inventory and platform setup and show how Wordless Search and Discovery Bar would perform for you.
