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AI Design and Analysis Software Development | Growth Lens

Client
growth-logo.webp
Team Size
4
Duration
4 Months
Industry
AI
Location
Spain
Goal
Develop a no-login AI-based tool where visitors can run a form that allows them to get appropriate UX feedback focused on the conversion behaviors of their websites. With the help of the AI (ChatGPT/Claude), NLP, and CV models, they give users actionable, data-informed reports on their site and up to 3 competitors.
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Project Overview

A revenue growth-optimized design and analysis software platform, GrowthLens automates knowledge of CRO and conversion optimization to benefit businesses of any size. The platform helps to realize non-stop growth and conversions by enabling instant gap analysis of UXs and conversions as an actionable method to improve them. A novel AI-powered platform, GrowthLens, is reshaping the way businesses convert by providing expert insights into conversion rate optimization without the need to engage in manual audits or have extensive CRO experience.

The Challenges

GrowthLens came to us with the aim of developing an easy-to-use design and analysis platform through which it could democratize access to professional conversion optimization intelligence. The dilemma resided in creating advanced offenses of an artificial intelligence-based design tool that would be able to diagnose highly complex web structures and work out courses of action suggestions without loss of speed and accuracy.

Complex AI Prompt Engineering

Designing interactive prompts to present the best way to convey user requirement messages to massive language models so that meaningful and useful UX understanding can be taken to design and examination of a programmed framework.

Multi-Model AI Integration (LLM, NLP)

Alignment among various AI models (text- and image-based) enables the use of both an analysis of the information on websites and an analysis of the visual composition elements on these sites to derive useful information.

Scalability and Performance Optimization

The ability of the AI design software to support multiple requests made concurrently is necessary because AI model calls are resource-intensive and require optimal performance.

Automated capture and handling of Websites

Implementing the web scraping tools of the design and analysis software to act as a way of acquiring entire screenshots of the web pages and performing DOM extraction during the analysis.

No-Login Usage

Design an app functionality of AI with as little or original user input as possible and as much value and insight as possible.

Feedback and Annotation Visual Systems

Deploy user-friendly design analysis systems that illustrate the areas of conversion problems with graphical visual cues that provide useful information to the web manager.

Our solution

The project would be a cross between conventional UX design and analysis software development and new AI technology that could easily be the most progressive software ever developed. We also provided end-to-end AI-based design analysis tools that democratize access to professional-level conversion optimization insights without sacrificing the speed and accuracy necessary to support modern business environments.

Prompt System with Logic Layers

More advanced design and analysis applications demand high-grade AI communication skills. That is why our platform development was concentrated on:

  • Developed a module-based prompt engine that adaptively feeds inputs to ChatGPT/Claude, depending on site structure and content
  • Applied smart logic layers that adjust the design analysis parameters with visual discoveries and the structure of content
  • Cross-referenced context-sensitive prompting technologies that deliver precise and usable UX gains across types of websites

Automated Website Analysis Infrastructure

Good quality AI design software should be able to capture and process all the content found on the websites:

  • Scraped the entire website, scraping with full-page webshots and screen-scraping using Puppeteer
  • Introduced an automated visual analysis of the UX, which feeds the data into AI models to perform an all-around analysis of the web design
  • Developed powerful data processing pipelines able to cope with alternative site architectures and design patterns

AI Request Optimized Parallel Processing

The cutting-edge revolutionary character of the functionality of AI-powered platforms implies effective resource management:

  • Introduced queue-based performance management and load balancing schemes, with multiple requests being performed at the same time
  • Designed these efficient lines of processing that ensure efficient AI model performance, but do not compromise response time
  • Created resource allocation and smart caching systems, and scalable workflows of design automation
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Client Feedback

quote

The Solicy team is professional, quick, and friendly. I enjoyed working with them and appreciate the expertise and extra effort for the research part. I highly recommend them for any dev work and already refer them to my network with two hands!

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Anita Valentinova

Product Manager at Growth Labs

Features

Our complete package of designing and analysis programming services provides an efficient and quality AI-based and all-inclusive automation platform and user-friendly features that include an interface developed as per the contemporary needs of conversion optimization.

Smart Web Analyzer

We created an advanced AI design tool that scans websites and analyzes entire site architecture, giving a detailed UX understanding and conversion-enhancement recommendations in minutes.


AI Integration Multi-Model Platform

Designed a complex AI-driven design system that mediated between LLM and computer vision as it helped retrieve useful information both in written sources and in visual design.


Automated Competitor Comparison System

Developed thorough site design analysis tools that allow a user's website to be compared with up to 3 competitors, with market positioning and competitive advantage advice.


Visual Real-Time Visual Annotation Framework

Applied easy-to-use design analysis software with color and visual text annotations to identify dead zones of conversion, points of friction, and opportunity areas that can be optimized immediately.


No-Login Conversion Optimization Platform

Based on ML-based QED solutions, we came up with a streamlined and smart-looking, effortless-to-use AI design app experience that is designed so that, with just some URLs provided, one can obtain great action-oriented reports with preferred suggestions and implementation procedures.


Elastic Processing Infrastructure

Developed a strong design automation framework that not only supports multi-analysis at the same time but also creates a sub-2-minute response time as an intensive website audit finishes.

Key Outcomes

Using our expert knowledge in designing and analyzing software, GrowthLens has attained its impressive success in the competitive market of conversion optimization, setting new scenarios on the table of programmed analysis of the UX. The completed viable product was deployed in 4 months. Deployed a fully functional MVP that was both stable and scalable to production with ease and proved the efficiency of our AI-driven design development method.

Delivered fast turnaround times with even substantial AI processing, so the user can have access to helpful AI-produced UX reports in less than 2 minutes with streamlined design analysis processes.

Installed powerful AI design software architecture that can filter several concurrent requests without compromising the performance and accuracy levels.

Developed user-friendly analysis software for design that needs little input and provides the highest value to users, leading to high user satisfaction and adoption levels.

Result

The Growth lens enables 2-minute analysis reports, a 75% reduction in manual audit time, and allows clients to implement UX improvements that boost conversions by up to 15% within the first month of using the platform.

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