Fit Score

Every recipe in your Eatgent meal plan comes with a Fit Score — a number from 0 to 100 that tells you how well it matches your food profile. No guessing. No scanning ingredient lists. Just a clear, color-coded number that shows whether a recipe works for you.

Fit Scores are calculated from four dimensions of your food profile: dietary restrictions, nutrition goals, cuisine preferences, and your feedback history. The result is a personalized match score that reflects your actual needs, not a generic rating.

The more you use Eatgent, the more accurate your Fit Scores become. Every swap, every regeneration, and every profile update teaches the system what you like. Your scores trend upward as the AI learns your taste.

How Your Fit Score Is Calculated

Four factors shape every score, weighted to your unique profile.

Dietary Restriction Compliance

Respects your allergies, intolerances, and diet type. Recipes that conflict with hard restrictions are filtered out. Partial conflicts lower the score so you can decide.

Nutrition Alignment

Supports your health and nutrition goals — whether that’s weight loss, muscle gain, heart health, or simply balanced eating. Recipes that align with your targets score higher.

Cuisine Preferences

Matches cuisines you enjoy and avoids ones you don’t. If you love Thai and Italian but skip French, your scores reflect that.

Feedback History

Learns from your actions. When you swap a recipe, regenerate your plan, or update your food profile, Eatgent adjusts future recommendations based on those signals.

What the Scores Mean

80–100

Excellent Match

This recipe closely aligns with your preferences and dietary needs. It respects your restrictions, fits your nutrition goals, and reflects cuisines you enjoy. Green recipes are your best bets.

60–79

Good Match

A solid fit with minor differences from your ideal. Maybe the cuisine is one you haven’t tried, or the nutrition profile is slightly off from your targets. Worth a look.

Below 60

Low Match

This recipe doesn’t align well with your profile. Consider swapping it for a better fit — tap the swap button and Eatgent will find an alternative that scores higher.

Scores That Improve Over Time

Fit Scores aren’t static. Every time you interact with your meal plan, Eatgent learns. Swap out a recipe you don’t like? That’s a signal. Regenerate your plan with feedback? That’s a stronger one. Update your food profile to reflect a new dietary goal? The entire scoring model adjusts.

Most users see their average Fit Scores climb within the first few weeks. The system gets better at matching recipes the more data it has about your preferences — not by collecting more personal information, but by paying attention to the choices you already make inside the app.

Frequently Asked Questions

What is a Fit Score?

A Fit Score is a number from 0 to 100 assigned to every recipe in your Eatgent meal plan. It measures how well a recipe matches your food profile — including dietary restrictions, nutrition goals, cuisine preferences, and your feedback history. Higher scores mean a closer match.

How is my Fit Score calculated?

Eatgent calculates Fit Scores using four factors: dietary restriction compliance, nutrition alignment, cuisine preferences, and your past feedback (swaps, regenerations, and profile updates). Each factor contributes to the overall score, weighted by your individual profile.

Can I improve my Fit Scores?

Yes. The more you use Eatgent, the better your scores get. Swap recipes you don’t like, regenerate your plan with feedback, and keep your food profile up to date. The AI learns from every interaction and adjusts future recommendations.

What if I get a low Fit Score on a recipe?

A low score (red, below 60) means the recipe doesn’t match your profile well. Tap the swap button on that recipe and Eatgent will find an alternative with a higher Fit Score. You can also regenerate your entire plan if multiple recipes score low.

Are Fit Scores the same for everyone?

No. Fit Scores are personalized to your food profile. The same recipe can score 95 for one user and 40 for another, depending on their dietary restrictions, nutrition goals, cuisine preferences, and feedback history.

Do Fit Scores account for food allergies?

Yes. Dietary restriction compliance is one of the four scoring pillars. Recipes that conflict with your allergies or intolerances are either filtered out entirely or receive significantly lower scores, depending on severity.