Challenge

The client wanted to be able to analyze G2 Reviews for competitors and their own product to identify strengths and weaknesses of each product so they could fine-tune their positioning.

Solution

Using a review scraping pipeline and topic-modelling techniques like embedding, clustering, and LLM summarizations, I was able to create an interface where they could freely explore customer feedback and identify areas of opportunities for their company.

Watch on YouTube

Like this project

Posted Jan 25, 2024

Developed a G2 Review analysis tool using scraping, embedding, clustering, and LLM summarization to identify product strengths, weaknesses, and opportunities.

Likes

Views

Tags

Data Scientist

Data Analyst

AI Developer

OpenAI

Python

Featured on

Best Python freelancers to hire in Ontario 2025 Best freelance Data Analysts in Ontario to hire in 2025