Search drives GMV Growth

Turn every "search" into a sale opportunity

30%+
Increase in search CTR
25%+
Increase in conversion rate
Measurable
Search-driven GMV growth

Is your "online search" facing these issues?

Rising traffic costs, but low purchase conversion

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Ineffective Search

Users can't find the products they want
  • Typos lead to no results returned
  • Incomplete or wrong search results
  • User’s search intent is not understood
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Limited Operations

Poor search capabilities undermine business performance
  • No way to boost bestsellers in search results
  • Search fails to align with business strategies
  • Search disconnected from marketing campaigns
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Traffic Leakage

High-value customers,but low conversion rates
  • Failed searches cause high-intent users to quickly abandon
  • Orders that could have achieved are lost
  • Advertising spends become wasted

Search solution for ecommerce websites

Ecommerce search that understands what customers are looking for

Insight Ecommerce Search: Technology Empowering Sales Growth

Insight search integrating large language models, natural language processing, and machine learning to precisely solve three major pain points: inaccurate, incomplete, and zero search results. Smart algorithms optimize product exposure and click-through rates, efficiently converting onsite traffic into actual sales. Insight Search supports thousands of concurrent requests with lightning-fast 99ms response time, powering GMV growth for ecommerce sites.

Synonym mining

Understand how users phrase queries to retrieve all relevant products.

AI spellcheck

Auto-correct typos to reduce zero-result searches and improve success rate.

Entity recognition

Identify brand, model, color, size, and other key attributes accurately.

Category prediction

Map trending queries to their best-fit product categories automatically.

Personalized ranking

Optimize rankings based on user behavior and your business goals.

Ops controls

Pin, boost, and override rankings in real time—without engineering support.

Traditional search vs Insight search

Problem type Scenario Traditional search Insight search
Typo correction User searches "sofe" (should be sofa) × No results Auto-corrects typo and returns correct sofa products
Synonym understanding User searches "TV stand" × Only 9 products with "TV stand" in the title are returned Returns around 130 related products including Television stand / TV std / media console
Entity recognition User searches "Blue Nike Air Max 90" × Recall products with titles containing "Air" or "Max" Return precise results for the "Air Max 90" model
Category prediction User searches "tall kitchen cabinets" × May display products from unrelated categories Maps to Kitchen Cabinets and returns highly relevant items
Ops control capability "New product" pinning adjustment × Requires engineering support and configuration deployment Ops can configure pinning in a visual console with real‑time updates

Why choose Insight?

Search solutions specially tailored for e-commerce industries

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Deep focus on e-commerce search

Optimized for e-commerce search needs, with deep understanding of e-commerce business—not a generic tech solution.

One-stop solution

Intent recognition, recall, ranking, business re-ranking—full search pipeline solution.

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Measurable results

Full analytics and A/B testing. Monitor search CTR, conversion rate, GMV and other key metrics in real time.

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Ops-friendly

Visual configuration—ops can adjust search strategy directly without engineering support.

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Data security

Compliant with data regulations. Protects user privacy and business data so you can use with confidence.

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Professional services

Expert consulting and ongoing optimization to maximize search-driven GMV growth.

Customer validation and results

Real cases, data speaks

"Prophetes was very responsible from solution design to delivery, and the team's technical strength is top in the industry." We had Prophetes optimize the full pipeline—search intent recognition, recall, ranking, and business re-ranking. Compared with our old search system, we saw a clear leap: search CTR up 30%+ across multiple sites, traffic value used more efficiently, and conversion rate growing significantly.

Manager Chen
Leading cross-border e-commerce company | Head of independent website R&D

Our search used to be very basic. To help users find products, our developers had to configure manually—we had added over 20,000 entries. Manual configuration wasn't sustainable. We found Prophetes; their search product Insight helped us implement automatic synonym mining and entity recognition. Repetitive manual work is now handled by the algorithm—our developers no longer need to add entries one by one!

Manager Li
Gift e-commerce platform | Head of R&D
30%+
Average increase in search CTR
25%+
Average increase in conversion rate
Measurable
GMV growth contribution
7 days
Average time to go live

Frequently Asked Questions

Common questions about Insight E-commerce Search

Insight Search is a purpose-built e-commerce search solution that combines large language models, natural language processing, and machine learning to understand shopper intent and return highly relevant product results. It delivers intent recognition, product recall, ranking, and business re-ranking capabilities that help shoppers find the right products faster—turning more of your site traffic into sales.

Insight reduces zero-result and low-relevance searches by automatically handling typos, synonyms, and entity recognition (brands, models, colors, sizes). It predicts the best-matching categories, personalizes rankings, and aligns results with your promoting strategy, delivering fast, highly relevant product results that drive clicks, conversions, and GMV growth.

Insight is specifically built for e-commerce. It combines semantic understanding with keyword precision and gives operations teams a visual console to pin, boost, or demote results in real time—no engineering required. Combined with built-in analytics, you can measure and optimize search performance against real business KPIs like CTR, conversion rate, and GMV.

Core capabilities include synonym mining, AI spellcheck, entity recognition, category prediction, semantic understanding, keyword matching, personalized ranking, dynamic business re-ranking, search-as-you-type suggestions, and an operations-friendly visual console.

We offer API interfaces that support multiple programming languages and are compatible with other providers' interfaces, enabling rapid integration with existing systems. With comprehensive technical integration support and a professional services team, we ensure your search system integrate quickly and smoothly.

Insight supports API-based data integration as well as uploading CSV and JSON format files via the console.

Developers can integrate via APIs or SDKs and have full flexibility over the frontend search experience. For non-technical teams, the visual dashboard offers low-code/no-code controls to adjust search results, launch rules, and analyze performance.

Yes. Insight's cloud-native architecture scales horizontally to handle millions of queries per day. It supports thousands of concurrent requests with lightning-fast 99ms response time, maintaining consistent performance for enterprise-scale environments.

Yes. Insight supports multi-language search and understands intent across different languages. Our customers operate sites in English, French, Italian, Romanian, Chinese, and more. Insight recalls high-relevance results for sites all.

Pricing is usage-based and tailored to your catalog size, query volume, and support level. We'll design a plan aligned to your growth targets and budget.

Book a product demo below to see Insight with your data or sample data.

Start your GMV growth journey

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Contact our experts for a customized growth plan for your business

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