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RealFeed: LinkedIn without the AI slop
A 100% local extension that hides AI-generated LinkdIn posts
For those tired of scrolling past walls of AI posts who wish to focus on honest thoughts and conversations, RealFeed discretely hides posts likely to be AI. It doesn't manipulate your feed, processes everything on-device, is FAST (so the original xp doesn't suffer) and allows you to control the sensitivity to your liking.
Why this extension? The philosophy behind RealFeed is simple: most of Us are either tired of increasing AI generated content on our feeds or are worried we can't understand the difference between a real human interaction and an AI-led one. It's about going back to honest thoughts and conversations, being intentional and authentic about the people you choose to interact with. Would love to know which posts you hate the most and your opinions on paths for improvement
How it works (as of v1.1.0): it's purely static analysis, it doesn't use an SLM to classify text. It runs 10 rule-based text metrics entirely in the browser (no API calls, SLMs, ...) no data leaves the machine. It scores each post on things like sentence length variance, repetition, diversity, vocabulary fingerprints, etc. Each metric returns a 0-1 signal, weighted dynamically to allow any of the rules to activate.
Known Issues and what's next
Only English is supported for now (this can lead to a weird multilingual feed), must-have.
Testing against my own dataset yielded > 30% false positives on threshold ranges <= 45 and a very random experience on thresholds >= 60, so only levels between 45-60 are recommended - this shortens the operational range a lot. Likely the mean behaviour should differ from the tails for better results.
Some automated posts which can be relevant (like recruitment) are easily flagged.
Can expand into filtering out more things which are unrelated to AI, such as the infamous baity tactics: "Follow me and write 'XYZ' to get this set of tactics which cost me 100k to learn"
About RealFeed: LinkedIn without the AI slop on Product Hunt
“A 100% local extension that hides AI-generated LinkdIn posts”
RealFeed: LinkedIn without the AI slop was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #87 on the daily leaderboard. For those tired of scrolling past walls of AI posts who wish to focus on honest thoughts and conversations, RealFeed discretely hides posts likely to be AI. It doesn't manipulate your feed, processes everything on-device, is FAST (so the original xp doesn't suffer) and allows you to control the sensitivity to your liking.
On the analytics side, RealFeed: LinkedIn without the AI slop competes within Chrome Extensions, Artificial Intelligence and LinkedIn — topics that collectively have 552.2k followers on Product Hunt. The dashboard above tracks how RealFeed: LinkedIn without the AI slop performed against the three products that launched closest to it on the same day.
Who hunted RealFeed: LinkedIn without the AI slop?
RealFeed: LinkedIn without the AI slop was hunted by Hugo. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of RealFeed: LinkedIn without the AI slop including community comment highlights and product details, visit the product overview.
Hugo
Why this extension?
The philosophy behind RealFeed is simple: most of Us are either tired of increasing AI generated content on our feeds or are worried we can't understand the difference between a real human interaction and an AI-led one. It's about going back to honest thoughts and conversations, being intentional and authentic about the people you choose to interact with. Would love to know which posts you hate the most and your opinions on paths for improvement
How it works (as of v1.1.0): it's purely static analysis, it doesn't use an SLM to classify text. It runs 10 rule-based text metrics entirely in the browser (no API calls, SLMs, ...) no data leaves the machine. It scores each post on things like sentence length variance, repetition, diversity, vocabulary fingerprints, etc. Each metric returns a 0-1 signal, weighted dynamically to allow any of the rules to activate.
Known Issues and what's next
Only English is supported for now (this can lead to a weird multilingual feed), must-have.
Testing against my own dataset yielded > 30% false positives on threshold ranges <= 45 and a very random experience on thresholds >= 60, so only levels between 45-60 are recommended - this shortens the operational range a lot. Likely the mean behaviour should differ from the tails for better results.
Some automated posts which can be relevant (like recruitment) are easily flagged.
Can expand into filtering out more things which are unrelated to AI, such as the infamous baity tactics: "Follow me and write 'XYZ' to get this set of tactics which cost me 100k to learn"