This is a submission for the Cloudflare AI Challenge.
What We Built
Email marketing is a vast and lucrative field, and professionals understand its immense value. The golden rule of email marketing is crystal clear: your email must land in the inbox, not the spam folder. That’s where the real treasure lies. Email delivery involves many factors such as domain scores and more, but content is king. That’s why we’ve developed an AI that helps you enhance your email content, making it more spam-resistant. Let our AI do the heavy lifting, so you can reap the rewards and strike gold!
Demo
My Code
Email Spam Percentage Calaulator
Anaylis your marketing email chance to drop in inbox Cloudflare AI x DEV challenge.
Demo
🔗 https://dev-cloudflare-ai.dhruvlol12.workers.dev
Features
Take the email content and anyalis the email on following things
trigger words
natural language and conversation tone
unsubscribe link
Installation Steps
Make sure you have the cloud flare account logged-in .
Run npm i
Run npm run dev to run the project locally
Journey
Genesis of the Spam Slayer
The Tale of Inbox Invasion: Ultimate Spam Content Calculator—a masterpiece crafted to determine the likelihood of an email being marked as spam and strategies to avoid it. The inspiration for this project came from a lunch conversation with a marketing colleague who expressed frustration about their emails consistently landing in spam, despite their efforts and without understanding why.
Fueling Innovation with Competition
Motivated by an upcoming contest, we decided to build a tool to help users understand spam rules better and craft their emails more effectively. Our research began with exploring the filters used by email services, including a deep dive into Cloudflare, which was a new area for us. We then moved on to developing the app, with plans to evolve it into a plugin for every email service provider, complete with a variety of pre-designed templates to minimize the time and effort spent on writing emails.
Tech Stack and Tools
Technologies used included JavaScript, HTML, CSS, and Hono, with the @cf/meta/llama-2-7b-chat-int8 model.
Triumph Amidst Trials
One aspect we’re particularly proud of is how we managed our time. Balancing this project with our regular 9-to-9 jobs and a tight one-week deadline was a significant challenge. We faced numerous hurdles, such as acquiring email data for testing and aligning with the marketing team’s needs, which were initially unfamiliar territories for us. Despite these challenges, the experience was thrilling and rewarding.
The Team
