[1] Content moderation
→ Auto-flag spam, hate speech, low-quality content or content that doesn't meet platform guidelines
[2] Thread/comment summarization
→ Turn long posts and lengthy discussions into shorter and quick-to understand summaries
→ Grok is doing this for X threads
[3] Hyper-personalized feed
→ GenAI provides an opportunity to move beyond likes/follows and look at other aspects (tone, topic affinity, intent, etc.) to generate hyper-personalized feed
→ Most of the social media companies (Meta Facebook, Instagram) are leveraging this big time.
[4] Content categorization
→ Automatically classify posts, questions, and reviews into themes or topics
→ Quora generates tags for each question based on this. When you write a product review on Amazon, it classifies the content and shows not-mentioned aspects of the product.
[5] Generate profile/company summaries
→ Create summaries for users, companies to give them a sneak peak into their profile
→ At AmbitionBox, we are doing this extensively for companies by providing them summaries of reviews shared by their employees
[6] Fake/AI-generated content detection
→ Use GenAI to spot fake or bot-generated content
→ I think, Google is doing this in a big way for SEO crawling. A lot of website purely driven by SEO content have been penalized in a big way
[7] Content creation
→ Most common use case we see everywhere
→ 'Use AI' on LinkedIn is a good use cases. We have introduced this in our contribution forms at AmbitionBox.
[8] FAQ generation
→ Generate a list of FAQs from multiple content sources (product description, videos, reviews, etc.)
→ Amazon Rufus is a classic example of this
[9] Auto-translation into regional languages
→ Translate content into multiple languages keeping the regional context and culture intact
[10] Content quality scoring
→ Use GenAI to generate quality score of a content on multiple parameters
→ Can go a level beyond to generate user-specific content quality score (I like long content form, you like short content, etc.) - this can then be used for personalizing feed or sorting content
What other use cases you can think of? Drop in the comments.
GenAI UseCases ProductManagers LinkedIn AmbitionBox Grok
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