Food-as-Medicine Menu Item Recommendation & Tagging

Tera Menu Intelligence — Food-as-Medicine APIs

Transform any meal kit, restaurant, or delivery menu into a personalized health experience. Tera's Menu Intelligence APIs automatically tag recipes for health goals, conditions, diets, and allergens—then rank and recommend the best items for each user's unique biology and preferences.

Two Complementary APIs Power Every Health-Aware Menu

Menu Item Recommendation API

Ranks your live menu for each user using Tera's Food-as-Medicine Graph. Covers 1,100+ food categories, 60+ conditions, 50+ health goals, and 30+ diets. Returns ranked, explainable meal picks tailored to health profiles and constraints.

Weekly box auto-selection for meal kits
Health-aligned alternates on any menu
Real-time personalization at scale

Menu Item Tagging API

Automatically tags each recipe with health goals, compatible conditions, diet compatibility, present allergens, and key nutrients. Powers health filters, badges, and AI recommendations across any digital menu.

Catalog-scale automation
Confidence scores and audit trails
Omnichannel ready tags

Built for Menus That Need to Be Smart, Safe & Personalized

From meal kits to restaurant chains, Menu Intelligence drives measurable business outcomes across every use case.

Meal Kits — Weekly Box Auto-Selection

Auto-select the best 3–5 recipes per subscriber each week. Reduce skips, lower churn, increase box acceptance, and boost NPS with personalized picks.

Meal Delivery & Restaurant Apps

Re-rank category and search results by health fit. Increase CTR, conversion, and AOV while reducing 'nothing fits me' drop-offs.

Menu PDP Widgets

Show 'Why This Is Good for You' modules that explain recipe fit and suggest health-aligned alternates. Build trust and increase add-to-cart rates.

Cohort & Program Tracks

Support Diabetes, GERD, IBS, PCOS, and Metabolic Reset programs. Show only compliant recipes while maintaining variety. Improve adherence and completion rates.

Wellness & Telehealth Apps

Map dietary protocols to real dishes users can order or cook. Increase protocol adherence and engagement while reducing care team workload.

Menu Item Recommendation API

The Engine That Picks the Right Meals for Each User

Rank, explain, and auto-select menu items that fit each user's biology, constraints, and context. Every recommendation comes with clear, mechanism-level explanations.

Personalized Ranking & Badges

Reorders menus to surface best-fit recipes. Add benefit badges like 'Gut-supporting fiber,' 'Low-glycemic,' and 'Omega-3 rich' for instant clarity.

Mechanism-Level "Why"

Explain recommendations using microbiome, inflammation, metabolic, and bioactive mechanisms. Show polyphenols, fiber types, and omega-3s in action.

Smart Alternates

If users don't like a pick, propose health-aligned alternates respecting goals, conditions, diets, allergens, macros, and prep time.

Auto-Selected Weekly Box

For meal kits, pick the best 3–5 recipes per user. Enforce macro targets, cuisine variety, and household constraints automatically.

Session & Context Awareness

Adjust by time-to-cook, appliances, cuisine preferences, current selections, or campaign context like 'Metabolic Reset Week 1.'

Policy Rails & Assortment

Enforce allergen hard-stops, avoidances, regional availability, and out-of-stock items using your live catalog.

API Inputs

  • User Context: goals, conditions, symptoms, diet style, allergens, macros
  • Menu Data: recipe IDs, ingredients, nutrition, tags, availability
  • Session Context: basket, search query, category, program
  • Business Rules: allergen stops, macro constraints, pricing

API Outputs

  • Ranked recipes with scores and reason codes
  • Benefit badges and confidence indicators
  • PDP "Why recommended" modules
  • Weekly box object with swap suggestions

Menu Item Tagging API

Make Every Menu Item Health-Aware, Taggable & Filterable

Catalog-scale tagging that powers filters, badges, and AI recommendations. Transform your entire menu into a health-intelligent system.

Health & Goal Mapping

Tag each recipe to 50+ health goals: blood sugar regulation, heart health, inflammation reduction, gut support, and more.

Condition Alignment

Map compatibility with 60+ conditions including PCOS, IBS/Low-FODMAP, GERD, Type 2 Diabetes, metabolic syndrome, and autoimmune protocols.

Diet Compatibility

Detect support for 30+ diets: Mediterranean, gluten-free, dairy-free, keto, vegan, paleo, Low-FODMAP, and specialized protocols.

Food Allergen Intelligence

Identify allergens present in each recipe using ingredient-level understanding. Reduce compliance risk and support requests.

Nutrient Highlights

Highlight when recipes are rich in fiber, magnesium, omega-3s, polyphenols, and other bioactives. Map nutrients to specific health benefits.

Catalog-Scale Automation

Batch tagging with confidence scores, webhook updates, and optional human-in-the-loop review. Omnichannel ready for any touchpoint.

Tagging Inputs

  • Recipe title and ingredients with quantities
  • Instructions, yields, and servings
  • Optional nutrition panel data
  • Metadata: cuisine, prep time, appliances
  • Policy rules and compliance lists

Tag Output Object

  • Health goals supported array
  • Conditions supported array
  • Diet compatibility flags
  • Allergens present list
  • Key nutrients with benefit mapping
  • Human-readable benefit claims
  • Confidence scores and audit trails

How It Works: End-to-End Flow

From raw menu data to health-aware, personalized recommendations in five steps.

1

Ingest Menu Data

Send recipes via API or batch upload with ingredients, nutrition, and metadata.

2

Auto-Tag Recipes

Tagging API maps each recipe to health goals, conditions, diets, allergens, and nutrients.

3

Build Tag Database

Tags feed filters, badges, PDP modules, and recommendation engines.

4

Personalize Rankings

Recommendation API ranks items per user using tags, Food-as-Medicine Graph, and user context.

5

Render User Experience

Front-end displays ranked menus, PDP explanations, smart alternates, and health filters.

Deploy Menu Intelligence Inside Your Product

Both APIs are enterprise-grade services. Integrate them via APIs, SDKs, or white-label components to power health-aware menus inside your existing apps, sites, and flows. Turn your menu into a food-as-medicine layer without rebuilding your stack.

API-First Integration

Call tagging in bulk to keep your catalog health-aware. Call recommendation API in real time on menu, search, and PDP pages.

Embedded UI Components

Drop in pre-built modules: 'Recommended for You,' health badges, filter chips, and PDP explanation widgets.

White-Label Layer

Present all intelligence and badges under your own brand. Seamless integration with your design system.

Hybrid With Tera Agents

Combine Menu APIs with Tera's AI Nutrition Coach or cohort programs for complete health journeys.

Supported Integration Patterns

Menu and search re-ranker
PDP "Why recommended" widget
Weekly box selector service
Program-specific compliant menus
Health filter and facet systems
Smart alternate suggestion engine

Enterprise-Grade Capabilities: OAuth, webhooks, RBAC, audit logs, HIPAA-ready infrastructure where applicable, SOC 2-aligned roadmap.

What Your Users See

Health-Aware Menus That Just Make Sense

Health Badges on Cards

Show 'Gut-supportive,' 'Heart-healthy,' 'Low-glycemic,' and 'High in omega-3s' badges right on menu cards.

Filters & Facets

Let users search or filter by goal, condition, diet, or allergen. Make every menu constraint-friendly.

PDP Explanations

Show mechanism-level reasons tied to user goals and conditions. Build trust with science-backed transparency.

Smart Alternates

When users skip a recommendation, instantly suggest three health-aligned options that fit their profile.

Deliver Healthier Menus. Drive Better KPIs.

Health-aware menus don't just improve outcomes—they improve business metrics across the board.

32%

Lift in CTR

Users click faster with trusted guidance and visible benefits

24%

AOV Increase

Personalized recommendations drive higher basket values

18%

Churn Reduction

Menus feel personally relevant even for users with constraints

41%

Conversion Lift

Health-aligned guidance reduces "nothing fits me" drop-offs

Win High-Intent Segments

Attract PCOS, Low-FODMAP, metabolic health, and gut health cohorts with credible, science-backed tagging. Convert health-conscious shoppers at higher rates.

Operate Smarter

Standardized nutrition taxonomy, faster menu onboarding, reduced allergen risk, and visibility into goal and condition gaps across your catalog.

De-Risk Recommendations

Align suggestions with allergens, diets, and policy rails to lower support tickets and compliance risk. Protect your brand and your customers.

Ready to Make Your Menu Truly Health-Aware?

Use Tera's Menu Intelligence APIs to turn every recipe into a health-aligned choice—ranked, explained, and ready to recommend. Start powering food-as-medicine experiences today.

Schedule a Demo