Inspiration

Endorse is a smart matchmaking platform that helps small businesses find the best micro-influencers using artificial intelligence technology. This innovation was motivated by the problems experienced by MSMEs. The Ministry of Cooperatives and SMEs report states that the most common obstacle MSMEs face is product marketing problems, which constitute 34.72% of the total existing barriers.

On the other hand, there is a new phenomenon where micro-influencers can change customer behavior in purchasing products. From this phenomenon, we see that micro-influencers have the potential to become one of the new marketing strategies that can be implemented by small businesses. However, if we look at the existing facts, small businesses face several obstacles when they want to use micro-influencer services, such as limited costs, team resources, knowledge, and time. As we know, to find the best micro-influencer, we have to research several factors such as engagement rate, audience segmentation, target market, cost of services, and others. That's why we are here as a solution.

What it does

Through this platform, MSME players will be matched with the right micro-influencers to promote their brand products/services to the public. In this way, endorsements can increase awareness and engagement of MSME products.

How we built it

We built Endorse using advanced AI algorithms that analyze various metrics such as semantic analysis, audience segmentation, and target markets. Our platform leverages semantic search and large language models (LLMs) to enhance the matching process. Semantic search enables us to understand the context and nuances of influencer profiles and their content, ensuring more accurate matches. LLMs help in processing vast amounts of data and extracting meaningful insights, which are crucial for making informed decisions.

Challenges we ran into

One of the main challenges we faced was ensuring the accuracy and reliability of our AI algorithms. We had to continuously refine our models to better understand the nuances of influencer marketing. Additionally, integrating various data sources and maintaining data privacy were significant hurdles.

Accomplishments that we're proud of

We are proud of successfully developing a platform that addresses a critical pain point for MSMEs. Our AI technology has proven to be effective in matching businesses with the right micro-influencers, leading to increased product visibility and engagement.

What we learned

Through this journey, we learned the importance of data accuracy and the need for continuous improvement in our AI models. We also gained insights into the specific needs and challenges faced by MSMEs in the realm of influencer marketing.

What's next for Endorse

Looking ahead, we plan to further enhance our platform by incorporating more advanced AI features and expanding our database of micro-influencers. We aim to make Endorse the go-to platform for MSMEs seeking effective and affordable influencer marketing solutions. Additionally, we are exploring partnerships with other marketing tools to provide a more holistic approach to digital marketing for small businesses.

Furthermore, we will introduce live tracking of campaigns, allowing businesses to monitor their influencer marketing efforts in real-time. This feature will provide valuable campaign data and insights, helping MSMEs make data-driven decisions and optimize their marketing strategies. Lastly, we plan to connect our platform with various marketplaces to facilitate seamless transactions and collaborations between MSMEs and micro-influencers.

Built With

  • faiss
  • fastapi
  • gemini
  • huggingface
  • nextjs
  • tailwind
  • transformer
  • vercel
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