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Corporate Website - Custom Development Service for Module 11: AI/ML Integration (Search, Recommendations)

Feature goal: Implement intelligent search and personalized AI/ML-based recommendations to enhance user experience, increase conversions, and improve customer retention.

(4.6)
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🎉 Price from: $382.5 ($450)

You save: $67.5 (15%)

Rates: Junior $8–$12/h | Middle $20–$25/h | Senior $30–$40/h

Hire Developer

Timeline: 5-10 days

What’s included:

  • Data indexing setup for search (Backend)
  • Development of search algorithms with relevance and query context in mind (Backend)
  • Implementation of AI/ML models for personalized recommendations (products, content, services)
  • Creation and integration of search UI components and recommendation blocks (Frontend)
  • Integration of analytics to track recommendation accuracy and user behavior

Testing (available at extra cost):

  • Verification of search and recommendation accuracy using real and test data
  • A/B testing of various algorithms and scenarios
  • Response time testing and optimization of result delivery speed
  • Cross-browser testing and stability checks on mobile devices

Additionally (available at extra cost):

  • Logging of search queries and recommendation clicks to improve algorithms
  • AI/ML integration documentation for the client’s team
  • Scalability options for models and data as load increases
  • Integration with external AI APIs (Google AI, OpenAI, AWS AI, etc.)

Work examples

desktop preview of AI-powered search bar with contextual suggestions and relevant product recommendations

Frequently Asked Questions

How does the module work?

You choose the AI/ML Integration module, register, and share your goals for search and recommendations along with test or live data. The developer configures indexing, builds relevant algorithms, and integrates them directly into your site.

Who does the work?

Certified freelancers with AI/ML and web development expertise (Junior, Middle, or Senior) will handle the implementation. You can choose the level that matches your budget and deadlines.

What will I receive?

A fully integrated intelligent search and recommendation system - including backend indexing, relevance-based algorithms, AI-driven personalization, and responsive UI components. Plus, analytics integration for performance tracking.

Can I customize the module?

Yes. You can define search filters, recommendation logic, UI styles, and data sources. Additional features like integration with external AI APIs (Google AI, OpenAI, AWS AI, etc.) can be added.

What if I’m not sure about my AI/ML requirements?

No problem - our AI Product Manager Assistant will guide you through defining clear, developer-ready specifications, including data preparation, algorithm options, and performance goals.

About this offer

Suitable for corporate websites, eCommerce platforms, online services, and content portals aiming to boost engagement and conversions with smart AI-driven experiences. This module delivers intelligent search with contextual relevance and personalized recommendations tailored to each visitor. Mobile-friendly, API-ready, and scalable for growing datasets and user bases. Common clients: product managers, marketing teams, SaaS providers, media platforms, and online retailers. Compatible with CMS/API integration, analytics tracking, and A/B testing.

Join for Early Access

⚡ Limited offer — only before public launch.

🎉 Early Supporter Deal

Get pre-launch access to the AI Product Manager Assistant and save:

  • –25% $11/month $14.99/month
  • –45% $99/year $180/year
  • Help shape the tool, get exclusive benefits, and be the first to try it.
  • "Private beta access" или "Direct feedback loop with the team"
Buy with discount $11/month Buy with discount $99/year

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Customers say

Clients praise this module for transforming their websites into intelligent, user-focused platforms. They highlight the accuracy of search results, the relevance of AI-driven recommendations, and the noticeable boost in user engagement. Many note that the system adapts to user behavior over time, making the experience more personalized and effective. The smooth UI integration, fast performance, and mobile optimization stand out. Several clients reported higher conversions and improved retention within weeks. They also appreciate the ability to scale the AI models as their audience and data grow, along with the straightforward CMS/API integration.