CREABOOST

XDC Blockchain-Based Incentivized Federated Learning dApp for Ad Preference

Unlock Precision Ad Preferences with Federated Learning and Blockchain-Powered Rewards

Creaboost is a next-generation decentralized application (dApp) designed to deliver accurate, privacy-centric ad preference insights through federated learning. Built on the XDC blockchain network, Creaboost empowers advertisers with meaningful engagement metrics, while allowing content creators to earn rewards. Experience advertising that is precise, transparent, and beneficial for all.

How Creaboost Works

Creaboost uses federated learning to analyze real engagement metrics like likes, views, and shares across multiple social platforms, providing advertisers with genuine ad preference insights. Creaboost aggregates and analyzes data to help brands target the right audience effectively, while creators get rewarded for their contributions without compromising privacy,

  1. Connect Your Platform: Link your ad or content URL from YouTube / Facebook / LinkedIn and submit the views, likes, and shares.
  2. Data Collection: Our federated learning model gathers engagement metrics without storing any personal data.
  3. Aggregation and Insights: After five unique submissions of your content, Creaboost delivers aggregated ad preference insights to advertisers.
  4. Earn Rewards: Content creators earn rewards for valid submissions upon aggregation, creating a mutually beneficial ecosystem.

Who Can Benefit from Creaboost?

Advertisers: Access high-quality ad preference insights tailored to seven key sectors:

Content Creators: Share your engagement metrics and receive rewards. By participating in Creaboost’s federated learning ecosystem, creators not only contribute to accurate ad targeting but also gain recognition and compensation for their impact.

Built on XDC’s Blockchain Network

With the power of the XDC Network, Creaboost combines transparency, low-cost transactions, and secure data handling for all participants. The blockchain-backed platform ensures secure reward distribution, minimal fees, and reliable data integrity, allowing users and advertisers to participate with confidence.

Why Choose Creaboost?

  1. Privacy-Focused Federated Learning: Creaboost’s federated learning model allows advertisers to access powerful insights without compromising user privacy.
  2. Rewarding Contributions: Content creators earn rewards in real-time for each verified submission, building a sustainable ecosystem where everyone benefits.
  3. Blockchain Transparency: Built on XDC, Creaboost ensures secure, transparent, and low-cost transactions across the platform.

About Us

Vision

To empower content creators globally by redefining digital advertising with a decentralized, fair, and data-driven ad revenue platform, leveraging federated learning and blockchain to ensure transparency, privacy, and maximum profitability.

Mission

To revolutionize ad revenue distribution for content creators using privacy-focused, decentralized technologies like federated learning and blockchain.

Objectives

  • Empowers content creators globally
  • Redefines digital advertising
  • Provides a decentralized, fair, and data-driven ad revenue platform
  • Leverages federated learning and blockchain
  • Ensures transparency, privacy, and maximum profitability

How Do You Use the dApp?

  1. Click Launch dApp at the top.
  2. Register with your name, username (your valid Email-ID), and password.
  3. Make subscription payment.
  4. After a successful subscription, you will be prompted to connect your XDC-compatible wallet (like XDCPay or another wallet) to CreaBoost.
  5. Give your XDC wallet address in Client ID (User Address)
  6. Choose your ad preference category.
  7. Select five different ads from the category you selected in Step 6 from your social media (Youtube, Facebook, or Linkedin), fill out the corresponding URL, number of views, likes, and shares, for each ad one at a time, and click the submit button after each entry. After five such unique entries, you will get your ad preference (High/Low) through an aggregated result using federated learning, also called collaborative learning.
  8. Give your private key corresponding to your XDC wallet address and click the "update preference" button.
  9. Click the "get rewards" button for taking part in federated learning.
  10. Repeat steps 6-9 until your aggregation count hits 11. Renew your subscription to continue.
  11. Claim your rewards after attaining 200 reward points.

Creaboost FAQs

What is Creaboost? +

Creaboost is a decentralized application (dApp) that uses federated learning to analyze engagement metrics (likes, views, shares) and provide precise ad preference insights while ensuring user data privacy.

How does federated learning work in Creaboost? +

Federated learning allows data to be processed locally on users’ devices. This means that Creaboost can aggregate and analyze metrics without ever storing or accessing personal user data, ensuring privacy and security.

Who can benefit from using Creaboost? +

Both advertisers and content creators benefit from Creaboost. Advertisers gain access to accurate ad preference insights, while content creators earn rewards for sharing their engagement metrics.

How do I submit my ad or content? +

Users can submit their content by providing a URL from supported platforms like YouTube, Facebook, and LinkedIn.

How are rewards distributed to content creators? +

Content creators receive reward points after five valid submissions of their engagement metrics, which are then aggregated to provide valuable insights to advertisers. They can claim rewards in XDC tokens once their reward points hit 200.

Is my data secure with Creaboost? +

Yes, Creaboost prioritizes user privacy. The federated learning model ensures that personal data remains on the user’s device and is never shared with the platform.

When will Creaboost be launched? +

Creaboost is launching soon! Follow our updates for the official launch date and to join the ecosystem early.

How can I stay updated on Creaboost? +

You can follow us on our social media channels or subscribe to our newsletter for the latest news and updates.

Roadmap

  • Q4 2023: Project Initiation

    Finalize project scope and objectives

    Assemble a core development team

    Conduct market research and competitor analysis

  • Q1 2024: Development Phase

    Develop the Creaboost dApp with integrated federated learning algorithms

    Establish partnerships with social media platforms for data access

    Begin internal testing of the dApp functionality and reward mechanisms

  • Q2 2024: Beta Launch

    Launch a closed beta version for select users and partners

    Gather feedback and iterate on the dApp features

    Initiate marketing strategies to build community engagement

  • Q3 2024: Official Launch

    Launch the full version of the Creaboost dApp to the public

    Implement a referral program for early adopters

    Monitor performance and gather user feedback for continuous improvement

  • Q4 2024: Expansion and Growth

    Explore partnerships with additional ad networks and platforms

    Introduce new features based on user feedback and market trends

    Expand the reward system and incentivize content creators further

  • 2025 and Beyond: Continuous Innovation

    Regular updates to improve functionality and user experience

    Research and implement additional use cases for federated learning

    Expand into new sectors and markets based on user needs

Contact Us

Have questions? Reach out at director@ccoein.org.