Silly

Inspiration

The idea for Silly stemmed from the growing concern about climate change and the environmental impact of consumer products. As online shopping continues to rise, consumers often make purchasing decisions without considering the sustainability of the products they buy. We wanted to create a tool that empowers users to make more informed and sustainable choices while shopping online, helping them understand the carbon footprint, material sustainability, and overall environmental impact of the products they encounter.

What it does

Silly is a Chrome extension designed to provide users with critical information about the sustainability and the carbon footprint of products they encounter on shopping websites. The extension offers insights into various aspects of sustainability, including:

Shipping Emissions: Estimates the carbon footprint associated with shipping the product.

Material Sustainability: Evaluates the environmental impact of the materials used in the product.

Product Lifecycle and Durability: Assesses the product's lifecycle, including durability and end-of-life disposal options.

Company's Sustainability Practices: Provides an overview of the company's sustainability policies and ESG (Environmental, Social, and Governance) scores.

How we built it

We utilized a combination of technologies and frameworks to bring Silly to life:

Data Scraping: We employed JavaScript and Chrome Developer Tools to scrape relevant data from shopping websites.
Frontend Development: The extension's user interface was built using HTML, CSS, and JavaScript, ensuring a seamless and intuitive user experience.
Backend Development: Our backend was constructed using Express.js for the server-side and Flask for handling API requests.
Sustainability Analysis: We integrated an OpenAI API to compute the sustainability score of products. Additionally, we leveraged an ESG analysis LLM model to extract and analyze the environmental, social, and governance scores of the products and companies.

Challenges we ran into

One of the challenges we faced was related to the sustainability analysis itself. Calculating carbon footprints and material sustainability scores required gathering credible baseline data and integrating it with the OpenAI API and ESG analysis models. Striking a balance between accuracy and computational efficiency was difficult, especially when processing large amounts of product data.

Lastly, designing an intuitive user interface for the Chrome extension posed its own challenges. We needed to ensure that the extension provided relevant information in a concise and visually appealing manner without overwhelming users. Creating a seamless user experience that integrates effortlessly into existing shopping workflows required multiple iterations and user testing.

Accomplishments that we're proud of

We are proud of successfully creating a functional Chrome extension that seamlessly integrates sustainability insights into online shopping. Despite technical challenges, we built a robust backend, leveraged advanced APIs for sustainability analysis, and developed an intuitive user interface. Our ability to combine diverse technologies, provide meaningful insights, and contribute to promoting sustainable consumer habits is a significant accomplishment.

What we learned

Through this project, we learned how to integrate diverse technologies, such as JavaScript for data scraping, Express.js and Flask for backend development, and OpenAI APIs for advanced analysis. We gained insights into the complexities of sustainability metrics, the importance of clean and accurate data, and the challenges of building user-friendly interfaces for real-time applications. Most importantly, we deepened our understanding of how technology can drive sustainable consumer choices.

What's next for Silly

Silly is set to expand its capabilities by integrating with a variety of websites beyond Amazon. This expansion will allow users to access sustainability insights across multiple platforms, broadening its impact and usability. By reaching a wider audience, Silly will help more users make informed decisions aligned with environmental and social responsibility.

To improve accuracy, we plan to fine-tune the current model used for ESG (Environmental, Social, and Governance) analysis. The goal is to achieve perfect scores, ensuring that the data provided is highly reliable and reflective of each product's sustainability metrics. This enhancement will further solidify Silly as a trusted tool for promoting sustainability.

We also aim to create a landing page powered by 1Password authentication for secure access. This page will provide detailed information about Silly's features, including comprehensive sustainability scores and other tools that users can leverage to make environmentally conscious choices.

Lastly, continuous improvement of the overall idea and functionality remains a priority. We are committed to refining Silly to make it more impactful and user-friendly, staying aligned with our mission to promote sustainability in everyday decisions.