🤖 ML-Powered

Smart Recommendations

Tell us your preferences — our content-based ML model finds your ideal products using cosine similarity across nutrition, ingredients & health features.

Most Indulgent 92 products
Indulgent 219 products
Moderate 188 products
Healthy 165 products
Healthiest 357 products
Algorithm: Content-Based Filtering with Cosine Similarity — products are matched using a 116-dimensional feature vector combining normalised nutrition values (60% weight) and TF-IDF ingredient text embeddings (40% weight). K-Means (k=5) clusters products into health tiers.

12 Recommendations

🤖 Cosine Similarity + KMeans
Britannia
Nutri choice zero
A
Match score 3.2%
BiscuitCruelty-FreeNo Trans Fat
Britannia
Britannia nutri choice 75g
A
Match score 3.2%
BiscuitCruelty-FreeNo Trans Fat
Britannia
Nutri choice zero
A
Match score 3.2%
BiscuitCruelty-FreeNo Trans Fat
Sid's Farm
Sid's Farm Malai Paneer
A
Match score 3.2%
CheeseCruelty-FreeNo Trans Fat
Britannia
Nutri Choice
A
Match score 3.2%
BiscuitCruelty-FreeNo Trans Fat
Sunfeast
Sunfeast Farmlite Digestive
A
Match score 3.2%
BiscuitCruelty-FreeNo Trans Fat
Vaidya's
Ragi with oats biscuits
A
Match score 3.2%
BiscuitCruelty-FreeNo Trans Fat
Britannia
Nutri Choice
A
Match score 2.6%
BiscuitCruelty-FreeNo Trans Fat
Britannia
Nutri Choice Seeds
A
Match score 2.6%
BiscuitCruelty-FreeNo Trans Fat
Open Secrets
Butter Biscuits
A
Match score 2.6%
BiscuitCruelty-FreeNo Trans Fat
Chauhan Foods
Soya Chips
A
Match score 2.6%
BiscuitCruelty-FreeNo Trans Fat
Fabsta
Fabsta Digestive Biscuits
A
Match score 2.6%
BiscuitCruelty-FreeNo Trans Fat