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Gutsafe AI
Find the gut health score the nutrition facts are hiding.
Until now, there was no clear way to understand how a food’s ingredients impact the human gut microbiome. Nutrition labels would never tell you this. Now, you just need to scan a barcode, and GutSafe AI will analyze each ingredient’s known bacterial effects and generates a 0–100 Gut Health Score, enabling objective comparisons between products. The model reaches an R² of 0.99952 and an MAE of 0.000513, giving you precise, ingredient‑level insight into how a food supports or harms your gut.
Today, I’m excited to launch GutSafe AI, a computational model that finally makes gut health measurable. Until now, there was no clear way to understand how a food’s ingredients impact the human gut microbiome. Nutrition labels don’t warn you, and ingredient lists don’t tell you which additives feed harmful bacteria. GutSafe AI analyzes each ingredient’s known bacterial effects and generates a 0–100 Gut Health Score, enabling objective comparisons between products. The model reaches an R² of 0.99952 and an MAE of 0.000513, giving you precise, ingredient‑level insight into how a food supports or harms your gut. I’ve been building this for a while, and I’m excited to finally share it. I would love your feedback and ideas as GutSafe grows.
About Gutsafe AI on Product Hunt
“Find the gut health score the nutrition facts are hiding.”
Gutsafe AI was submitted on Product Hunt and earned 7 upvotes and 13 comments, placing #159 on the daily leaderboard. Until now, there was no clear way to understand how a food’s ingredients impact the human gut microbiome. Nutrition labels would never tell you this. Now, you just need to scan a barcode, and GutSafe AI will analyze each ingredient’s known bacterial effects and generates a 0–100 Gut Health Score, enabling objective comparisons between products. The model reaches an R² of 0.99952 and an MAE of 0.000513, giving you precise, ingredient‑level insight into how a food supports or harms your gut.
On the analytics side, Gutsafe AI competes within Health & Fitness, Biohacking and Artificial Intelligence — topics that collectively have 571.7k followers on Product Hunt. The dashboard above tracks how Gutsafe AI performed against the three products that launched closest to it on the same day.
Who hunted Gutsafe AI?
Gutsafe AI was hunted by Shashwath. 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 Gutsafe AI including community comment highlights and product details, visit the product overview.
Shashwath