All AI nutrition tools

AI Fridge: Food Expiry Tracker

Best forPeople who want their entire grocery haul logged from one receipt photo rather than item-by-item scanning.

Registers items, quantities, and expiration dates directly from a single receipt photo, rather than requiring per-item scanning or manual entry.

Free with in-app purchases monthly subscription $2.99.

AI Meal Planner

Best forPeople who want a genuinely free weekly meal plan without signing up first.

"Leftover Magic" plans meals specifically to minimize ingredient waste across the week.

Free tier, no credit card required Premium subscription from roughly $0.28/day (~$8.40/month) for unlimited plans and swaps — exact monthly/annual price not published.

Free tierWebiPhone / iPadAndroid

AI Meal Planner: Home Chef

Best forPeople who want quick, conversational AI recipe generation rather than structured weekly planning.

Recipes generated in seconds from a plain-language craving or dietary request, with smart pairing suggestions.

Free tier with generous usage limits paid tiers for higher rate limits: $1.49/week, $4.99/month, or $39.99/year (~$3.33/month).

AI Meal Planner: Weekly Menu

Best forPrivacy-conscious Apple users who want an offline-first, no-login meal planner.

No login required and 100% offline apart from the AI generation step itself, with deep Apple ecosystem integration (Watch, Siri, HealthKit).

Free with in-app purchases: Premium Monthly $3.99, Premium Annual $34.99 (~$2.92/month).

AI Recipe Genie: Meal Planner

Best forPeople who want to cook from what's already in their kitchen rather than shop for new recipes.

Explicitly built around minimizing food waste by generating recipes from ingredients you already have, rather than starting from a recipe you have to shop for.

Free with in-app purchases: Monthly $2.99, 6-month $9.99 (~$1.67/month), 1-year $22.99 (~$1.92/month).

Amy Food Journal

Best forPeople who find other calorie trackers too complex and want the simplicity of a notes app.

Deliberately minimal, Apple-Notes-simple interface for logging meals in plain language, built and marketed transparently by a single independent developer.

Free tier, no credit card required $9.99/month or $99.99/year (~$8.33/month), 3-day free trial.

ate it. - AI Weight Loss Coach

Best forPeople who respond better to a chat-style, personality-driven coach than a traditional food diary.

100+ selectable AI coach personalities let users pick a tone/style that fits them, rather than one fixed coaching voice.

Free with in-app purchases: Monthly $9.99, 3-Month $19.99 (~$6.67/month), Yearly $59.99 (~$5/month).

AteMate

Best forHealth coaches/practitioners who want real-time client visibility, or individual users who want pattern-based (not calorie-based) food journaling.

Emphasizes "quiet accountability" — a coach or the user themselves reviewing patterns over time — rather than real-time calorie/macro judgment.

Coach-facing (B2B) plans: 21-day free trial, then $20/month (3 clients), $50/month (10 clients), $80/month (20 clients), custom for more. Consumer-facing app pricing not separately detailed on the fetched page.

WebiPhone / iPadAndroid

Biteme - Nutrition Tracker

Free with in-app purchases ("Biteme Pro") exact subscription price not found.

Deliberately gamified design ("built to feel more like a game than a diet app") rather than a clinical tracking interface.

BitePal

Best forPeople who want low-friction, non-restrictive photo-based tracking.

Explicitly designed around not feeling like "dieting" — habit-building framing over restriction.

BloodAI Analytics

Best forBudget-conscious users who want AI interpretation of existing lab results without a subscription commitment.

Priced as one of the cheapest per-analysis options in this category ($6.24 single / ~$4.49 each on the annual plan) for interpreting existing lab results.

Single Analysis $6.24 Annual Subscription $79.90 (20 analyses, ~$4.49 each) Enterprise custom pricing 30-day money-back guarantee.

Cal AI

Best forPeople who want fast, accurate photo-based calorie logging without manual search.

Claims 95%+ food-identification accuracy from a 1M+ verified food database, with continuously improving machine learning.

Free tier (unlimited food logging and AI scanning) Premium from $9.99/month, 7-day free trial.

CalChatDiary

Best forWhatsApp users who want to log meals without opening a separate app.

Lets you log meals directly through WhatsApp rather than requiring a dedicated app open.

Free with in-app purchases, but most key functionality requires Premium: Monthly $9.99, Annual $39.99 (~$3.33/month).

CalCounter

Claims multi-food recognition within a single photo (identifying several items on one plate), rather than one item per scan.

WebiPhone / iPadAndroid

Calite

Best forBudget-focused users who want AI photo tracking without a premium-tier price tag.

Priced and marketed specifically around affordability — under $1/week for full AI coaching.

Under $1/week for full coaching (~$4/month) exact tier structure not detailed on the site.

calog.cc

Best forSouth Asian/Pakistani users who want accurate desi-food recognition that mainstream trackers miss.

Recognizes South Asian dishes like roti, biryani, and qeema by name and local portion size — a well-documented gap in mainstream Western-built trackers.

Completely free no paid tier planned, no ads or upsells.

CalorieCue

Best forPeople who want fast photo logging without obsessing over daily precision.

Emphasizes a weekly-average tracking philosophy over daily perfection, aimed at reducing logging fatigue.

Free tier (3 meal scans/day, limited AI coach messages, 3-day diary history) Premium $3.99/month ($2.99 intro), yearly option at 58% off, 7-day free trial.

Calry AI

Best forPeople who want AI photo tracking plus meal planning and coaching in a single subscription.

Bundles food-photo recognition, AI meal planning, and an AI health coach in one subscription rather than as separate products.

Free app with in-app purchases advanced features (AI Meal Planning, AI Health Coach) require an active subscription, exact price not confirmed.

Free tieriPhone / iPadAndroidPlay Store only

Cheffin: Your Personal Chef App

Best forPeople managing specific dietary/medical needs (e.g. diabetes) who want AI-personalized meal plans with grocery delivery.

Explicitly marketed toward accommodating medical dietary needs like diabetes management alongside family preferences.

Free with in-app purchases: $0.99 and $39.99 tiers found (billing period for each — one-time vs. subscription, weekly/monthly/annual — not clearly distinguished in the listing).

Chefling

Best forBosch smart-fridge owners who want automatic, camera-based inventory tracking without manual scanning.

One of the only apps in this category with a real, shipped hardware integration (Bosch Home Connect fridge cameras) that auto-updates inventory via image recognition, rather than requiring manual photo/receipt scanning.

Free to download further pricing/monetization model not detailed.

Clova Health

Best forGLP-1 users who want CGM data and dose-titration support combined with medication home delivery.

Combines CGM data specifically with GLP-1 dose-titration support and nationwide medication home delivery — a tighter medication+device integration than most CGM-only competitors.

Free tier (app, calorie/macro tracking, exercise logging, community) paid coaching $50/month (3-month plan) or $165/month (includes CGM supply + coaching).

Free tieriPhone / iPadAndroidWebHardware

ConsumeSmart

Best forBudget-focused households who want food waste translated into a concrete dollar amount, not just an abstract percentage.

Translates food waste into a specific dollar figure each month ("Money-Back Analytics") rather than just flagging expiring items — makes the cost of waste concrete.

Free tier (receipt scanning, pantry tracking, expiry notifications) Premium (advanced meal planning, nutrition insights) price not disclosed.

Cooklist

Best forPeople who want their pantry automatically populated from actual grocery purchases via loyalty card data.

Imports actual purchase history directly from 75+ grocery store loyalty cards, functioning like a financial-tracking app but for groceries — a data source most competitors don't tap.

Free with in-app purchases Cooklist Pro $5.99–$59.99/month or year (range spans multiple billing options).

Free tieriPhone / iPadAndroidApp Store only

Cooksy

Best forFamilies and picky eaters who want to discover meals by swiping rather than browsing lists.

SwipeBite lets you discover recipes with a Tinder-style swipe interface instead of browsing a list.

Free tier (14-nutrient tracking, 365,000+ recipe search, SwipeBite, favorites) paid tiers "Main Course" and "Full Feast" — exact monthly prices not published/found.

Craveit AI - Meal Planner

Best forApple-device users willing to pay upfront for AI meal planning with an interactive chef-chat assistant.

Includes an AI chef chat for real-time cooking guidance, and lets you build a personal recipe book via QR-code scanning.

No functional free tier — all features require a paid subscription. Monthly $5.99–$9.99, Annual $29.99–$39.99 (varies by promotion/region).

iPhone / iPadApp Store only

Cronometer

Best forPeople who want rigorous, lab-verified micronutrient tracking rather than just calorie counting.

Confirmed to have real AI photo and voice logging, contradicting an earlier third-party claim that it lacked AI features entirely — its real differentiator is micronutrient depth (up to 95 nutrients) from a lab-verified database.

Free tier Gold $10.99/month or $4.99/month billed annually ($49.99/year).

Eat This Much

Best forBusy people who want hands-off meal planning that hits precise macros.

Fills an entire week's plan to your macros automatically, then builds the shopping list.

Free tier Premium $5/mo billed annually ($59.99/yr) or $17.99 month-to-month.

EatingAI

Best forPeople wanting voice-first calorie logging, including pregnancy-specific nutrition guidance.

Explicitly targets pregnancy nutrition with trimester-specific guidance, a use case few competitors call out directly.

Free to download premium tier pricing not found.

Free tierAndroid

Fastic

Best forFasting-focused users who also want genuine AI-driven nutrition tracking and coaching, not just a timer.

"Protein Fasting" specifically combines fasting protocols with high-protein recipe guidance aimed at preserving muscle during fat loss, rather than treating fasting and nutrition as separate features.

Plus: $12.99-$14.99/month, ~$9.33-$10/month on a 3-month plan, or $79.99/year (~$6.67/month). 14-day "Feel Good Guarantee" refund (pay upfront, refundable), not a traditional free trial.

FatSecret

Best forBudget-conscious users who want a fully-featured free tracker, with AI as an optional paid upgrade.

The most generous free tier in the category — but its AI features (photo/voice logging) are entirely gated behind Premium, unlike free-AI competitors like SnapCalorie.

Free tier (full core tracking, no AI) Premium (AI photo/voice logging, meal planner, dietitian plans) roughly $6.99-$14.99/month or $38.99-$59.99/year, varying by country.

FoodCraft

Best forPeople who want their existing favorite dishes nutritionally adapted rather than replaced.

"Eat what you want. We'll do the math" — adapts existing dishes to your nutritional needs rather than replacing them with generic AI recipes.

Free tier available Premium ~$9.99/month with a 3-day free trial, no card required (sources cite a $6-10/month range).

FoodiePrep

Best forHome cooks who save recipes from social media and want them folded into an actual weekly plan.

Imports recipes directly from YouTube, Instagram, TikTok, and Facebook links or a photo, then folds them into AI-generated weekly plans.

Free tier available paid-tier pricing is inconsistent across third-party sources ($4.99–$9.99/month cited) and unconfirmed on the official site.

Foodnoms

Best forPrivacy-conscious Apple users who want a simpler MyFitnessPal alternative with AI logging as an option, not the whole product.

A specifically privacy-first stance — no data sold to advertisers or brokers, ad-free, user choice of storage location — combined with an AI logging feature users call out as unusually good.

Free tier, no account required optional Foodnoms+ subscription, exact price not disclosed on the site.

Foodvisor

Best forPeople who want AI photo logging backed by optional human dietitian coaching.

Pairs AI photo logging with optional access to human registered-dietitian coaching, rather than AI coaching alone.

Free tier (capped monthly AI photo scans) Premium pricing is inconsistent across sources, ranging from ~$3.33/month (annual) to ~$9.99/month — verify the current exact price directly before publishing.

GenoPalate

Best forPeople who want DNA-based food scoring paired with an AI recipe planner, with optional ongoing coaching.

Explicitly offers an AI-powered recipe/meal planner built directly on the DNA test results, going beyond a static report into ongoing meal generation.

DNA Nutrition Test $179 one-time or $149 first month then $99/month for test + unlimited coaching, cancel anytime.

WebiPhone / iPadAndroidHardware

GLP AI

Best forGLP-1 users on any of 30+ supported medications who want AI-scored meals plus 24/7 coaching in one app.

Scores every meal 0-100 specifically for GLP-1 compatibility (protein, fiber), rather than a generic calorie/macro breakdown.

Free tier (tracking basics) Premium (AI coach, meal scoring) — "free to try, cancel anytime," exact ongoing price not disclosed.

GLP-1 Tracker: Pep

Best forGLP-1 users who want medication tracking and AI food-photo logging in one comprehensive app.

A dedicated AI Food Scanner tuned for GLP-1 users' nutrition priorities (protein and fiber front and center), layered onto comprehensive medication tracking.

Free app with in-app purchases subscription options from $9.99/month up to $39.99/year.

GluCoach

Best forCGM users who also wear an Oura Ring or WHOOP and want glucose coaching that factors in recovery data.

Pulls in sleep, HRV, recovery, and strain data from Oura Ring/WHOOP alongside glucose readings, so the AI coaching accounts for recovery state, not just food and glucose.

GlucoPal

Best forPrivacy-conscious GLP-1 users who want free tracking with no account and pharmacokinetic-based dose-level insight.

Estimates and visualizes how each GLP-1 dose builds toward steady-state medication levels in the body, using published pharmacokinetic data per drug — a level of specificity most competitors don't attempt.

Completely free for core tracking optional premium features available (pricing not disclosed).

Grocery AI

Best forPeople who want free core grocery/pantry tracking with an optional AI upgrade.

Free core app with a free trial specifically for the premium AI/sync/sharing tier, lowering the barrier to try the full feature set.

Free app free trial available for Premium (advanced AI, sync, import, sharing features), exact subscription price not disclosed.

HealthifyMe

Best forUsers wanting strong Indian-cuisine food recognition, with flexible tiers from AI-only to full human-coached CGM plans.

Particularly strong food-recognition accuracy for Indian regional cuisine, a well-documented gap in most Western-built calorie trackers.

India-centric, tiered pricing: Smart Plan (AI-only) ~₹208/month (~$2.50) Pro ~₹4,999-11,988/year Pro Plus ~₹17,988/year. Roughly $10/month for AI-only tiers up to $30-50+/month with human coaching.

Hoot

Best forPeople who want genuinely free, ad-free AI food logging without a forced paywall.

A genuinely permanent free tier with no ads and no time limit — unusually generous compared to most competitors that gate core AI logging behind a paywall.

Free to start, no time limit, no credit card, no ads paid subscription roughly $2-$10/month (exact tiers not itemized).

Hungryroot

Best forPeople who want the convenience of a meal kit but the flexibility and variety of grocery shopping.

Blends the convenience of a meal kit with the variety of grocery shopping in one AI-personalized cart, rather than forcing a choice between the two models.

No free tier 30% off first delivery. Ongoing per-serving pricing $1.99-$8.99 depending on category free shipping over $70.

WebiPhone / iPadAndroid

InsideTracker

Best forPeople who want to run their own bloodwork (from any provider) through an AI-driven longevity analysis platform.

The $149/year Membership lets users run bloodwork from any source (not just InsideTracker's own tests) through its AI analysis — decoupling the AI insight layer from having to buy InsideTracker's own test kit.

Annual Membership $149/year Ultimate blood test $699 standalone or $340 with membership 4-test annual bundle $1,360 (or $1,088 discounted).

WebiPhone / iPadAndroidHardware

January AI

Best forPeople wanting predictive (not just reactive) glucose guidance, in a platform that also serves their care team.

Predicts a meal's blood-sugar impact before you eat it, rather than only reporting the response after the fact, and extends the same engine into clinician-facing tools.

First month $288 (activation kit + telehealth evaluation + starter CGM), 7-day free trial ongoing app access $9.99/month or $59.99/year, or $380/year for the continued predictions/recommendations plan.

iPhone / iPadWebHardware

Jona Health

Best forPeople who want AI-synthesized, symptom-specific guidance (e.g. acne, anxiety, bloating) tied to their microbiome, with practitioner access available.

Uses AI specifically to interpret and synthesize scientific literature into individual recommendations, rather than relying solely on a static internal database.

Microbiome Profiling Kit: $485 retail (testing, shipping, and AI-analysis included) some third-party retailers list it discounted around $397.70.

WebHardware

Kalo

Best forPrivacy-conscious users who want fast AI photo logging without their meal photos being retained.

States meal photos are never stored on its servers after analysis — a specific, checkable privacy claim rather than a generic policy statement.

Free trial includes all premium features ongoing subscription price not disclosed on the site.

Kantesti

Best forPeople who already have lab results (from a doctor or other test) and want an affordable AI interpretation plus meal-plan guidance.

Interprets lab results you already have (from any provider) rather than requiring its own blood draw, at a notably low per-report price ($9.99).

Free first analysis, no card required Single Report $9.99 one-time Annual Package $49.99/year (12 reports) Enterprise custom.

Free tierWebiPhone / iPadAndroid

KitchenPal

Best forPeople managing specific dietary conditions (low-FODMAP, diabetes) who want inventory-matched recipes.

One of the more diet-condition-aware pantry trackers in this category, with dedicated low-FODMAP and diabetes-friendly recipe filtering.

Free tier available Premium unlocks unlimited barcode scans, custom recipes, advanced filters — exact price not disclosed.

Levels

Best forPeople who want CGM-based metabolic tracking with the flexibility to choose their own sensor.

Lets members swap in their own compatible CGM sensor (Stelo, G7, or Libre 3) without changing the membership price — most competitors bundle a single proprietary sensor choice.

Classic $24/month or $288/year (CGM only) Core $41/month or $499/year (+ 28+ biomarker labs) Complete $167/month or $1,999/year (+ 100+ biomarker labs, nutritionist session, concierge).

Lifesum

Best forPeople who want flexibility across multiple logging methods within one established, large-scale tracker.

Supports four distinct logging modes (photo, voice, text, barcode) in one flow, giving users flexibility rather than forcing one input method.

historically understood as freemium with an $8-10/month Premium tier.

Lingo by Abbott

Best forAdults 18+ not on insulin who want an OTC, no-prescription entry point into CGM-based wellness tracking.

Backed by Abbott's FreeStyle Libre platform (used by 6M+ people with diabetes globally) repositioned as an OTC wellness product, with cycle-phase tracking as a notable addition.

$54 for the first 2-week biosensor with full app access free shipping and 30-day money-back guarantee on first purchase. No subscription pricing detailed on the homepage.

LogMeal

Best forBusinesses (restaurants, hospitals, health platforms) needing licensed food-recognition AI, alongside a smaller consumer app offering.

Applies the same core food-recognition AI across five very different product lines — from restaurant self-checkout to hospital nutritional monitoring — rather than a single consumer app.

Lolo - AI Food & Calorie Tracker

Best forPeople managing specific conditions (diabetes, pregnancy) who want chat-based logging plus AR label scanning.

AR scanning of nutrition labels alongside plain-text chat logging — an unusual combination of input methods in this category.

Free with in-app purchases: $3.99/week up to $159.99 lifetime Annual $69.99/year (~$5.83/month).

Lose It!

Best forBudget-conscious users who still want AI photo logging without paying premium-tier prices.

One of the more affordable AI-photo-logging trackers in the category — Snap It is gated behind a Premium tier priced well below most competitors' equivalents.

Free tier (basic tracking) Premium $9.99/month or $39.99/year (~$3.33/month) — unlocks Snap It AI photo logging, macros, meal plans, and integrations.

MakeMealPlan

Best forPeople who want a fully free, no-signup weekly meal plan.

Uses the Mifflin-St Jeor clinical formula for calorie targets rather than a generic estimate, and the entire product is free.

Completely free — no paid tier found.

MeAgain

Best forGLP-1 users who want medication, side-effect, and nutrition tracking purpose-built around the drug class rather than adapted from a generic tracker.

AI meal recognition specifically calibrated for the smaller portions typical of GLP-1 users, rather than a generic food-photo model.

Free tier available Premium subscription pricing not disclosed on the page.

Meal AI - Meal Plans & Recipes

Best forPeople who want meal ideas generated directly from a grocery receipt or fridge photo.

Photograph a grocery receipt or your fridge, and the AI builds meal ideas directly from what you actually bought or have on hand.

Free with in-app purchases: Monthly Premium $9.99/month, Annual Premium $59.99/year (~$4.99/month billed annually).

Mealmind

Best forOne-off meal-plan shoppers who don't want an ongoing subscription.

No recurring subscription — each 7-day AI meal plan is a one-time £5.99 purchase.

£5.99 one-time fee per personalized 7-day meal plan (no subscription) first day free, and up to two free profiles before payment is required.

MealPlanner: AI-Powered Chat

Best forBudget shoppers who want a one-time-purchase AI meal planner instead of a subscription.

Sold as a $2.99 one-time purchase rather than a subscription — unusual for this category.

$2.99 one-time purchase. No subscription, no free tier.

iPhone / iPadApp Store only

Meals.Chat

Best forPeople who already live in Telegram and want food logging without switching apps.

Available directly as a Telegram bot, not just a standalone app — logging happens inside a chat interface you may already have open.

iPhone / iPadWeb

MealThinker

Best forPeople who want a meal planner that remembers their pantry and adapts over multiple weeks.

Remembers your ingredients and kitchen inventory between sessions and adapts to your taste by week two, rather than resetting each time like a plain chatbot.

Free 7-day dinner plan, no signup $15/month or $150/year (~$12.50/month) 7-day free trial (payment method required), 14-day full refund on first charge.

Melio

Best forMulti-person households (including GLP-1 or diabetes-focused members) who want USDA-verified nutrition accuracy.

Every calorie and macro is computed and validated against the USDA database through a multi-stage pipeline, rather than estimated by the AI model directly.

Free tier (2-day plans, 1 person, 2 generations/week) Single $4/month (7-day trial), Duo $10/month, Family $20/month.

Melt: AI Weight Loss Companion

Best forPrivacy-conscious GLP-1 users who want AI-surfaced correlations between side effects and dosing patterns.

Generates specific, correlational AI insights (e.g. linking nausea to evening injections) rather than generic advice, with an explicit on-device-only privacy stance.

Free (with limitations) Premium $5.99/month or $34.99/year (~$2.92/month).

MindFast

Best forPrivacy-focused iOS users who want an entirely on-device AI fasting coach, primarily fasting-tracking rather than nutrition-focused.

AI reports are generated entirely on-device using Apple's Foundation Models and never leave the device — a stronger privacy architecture than cloud-based AI coaches.

Free with in-app purchases: Premium Monthly S$6.98 (~US$5.20), Premium Annual S$59.98 (~US$44.60, ~$3.72/month), Premium Lifetime S$99.98 (~US$74).

Mr. Cook

Best forPeople with recipes scattered across cookbooks, social media, and handwritten cards who want them consolidated into one AI-searchable planner.

Imports recipes from 555+ sources including handwritten cards via OCR — one of the broadest recipe-consolidation feature sets in this directory.

Free tier (15 recipes, 3 AI creations, 3 scans) Pro (unlimited) with 7-day free trial, exact monthly/annual price not itemized.

MyFitnessPal

Best forPeople who want the largest food database and broadest device compatibility, now with real AI logging features.

The largest food database and user base in the category (280M+ users), now layered with genuine AI photo, voice, and coaching features rather than relying on scale alone.

Free tier available Premium $19.99/month or $79.99/year (~$6.67/month) Premium+ $24.99/month or $99.99/year.

MyNetDiary

Best forPeople who want a verified, research-grade food database, with AI features available as an upgrade.

A GLP-1-specific AI Coach with medication tracking and symptom logging, layered on top of one of the category's more rigorously verified food databases.

Free tier (full-featured, ad-free) Premium $8.99/month or $59.99/year Premium Plus (unlocks AI features) $14.99/month.

noBrainer

Best forPeople who don't want to browse a menu — they want tonight's dinner decided for them.

Removes the decision entirely — one AI-picked dinner per day instead of a menu of options to browse.

$7.99/month or $49.99/year (~$4.17/month) 7-day free trial, no card required to start.

Noom

Best forPeople who want psychology-based coaching with the option to add GLP-1 medication through the same platform.

Now prescribes and ships GLP-1 medications directly (Noom Med, Noom Microdose) rather than only coaching around a prescription obtained elsewhere — vertically integrating the medical and behavioral sides.

Noom Weight: free trial, subscription price varies. Noom Med (GLP-1Rx): $149 initial (3 weeks + 4 weeks medication) then $349/month. Noom Microdose GLP-1Rx: $79 initial then $199/month.

Nourish

Best forPrivacy-conscious iOS users who want on-device-only AI food tracking with fasting support.

Stores all data 100% locally on-device with no account required, a notably stronger privacy stance than most AI food trackers that require cloud accounts.

Free to download with optional premium features specific pricing not detailed on the page.

Nourished

Monthly Subscription: £35.99 per box delivered every 28 days. 12-Week Bundle: £90 (3 boxes). Annual Bundle: £360 (13 boxes, ~30% off). One-Time Purchase also available: £39.99, no subscription required.

3D-printing technology allowing precise per-ingredient dosing within a single gummy — unique delivery format in this category.

NumYum

Best forFamilies managing picky eaters, allergies, and tight weeknight budgets.

Built specifically around real-world constraints — picky eaters, 30-minute weeknights, and tight budgets — rather than idealized meal plans.

$4.99/month after an introductory trial. Sources disagree on the trial mechanic (a free first month vs. a $0.99 7-day trial) — verify directly on-site before publishing.

NutriScan

Best forPeople managing a specific condition (diabetes, PCOS, pregnancy) who want a goal-tailored AI tracker.

A dedicated voice AI nutritionist persona ("Monika") plus condition-specific goal paths (PCOS, pregnancy, illness recovery) beyond generic weight loss.

Free tier with limited features Premium ~$5/month on an annual plan (also cited as €10/3 months), 7-day free trial.

Nutrisense

Best forPeople who want CGM data paired with human dietitian coaching, ideally with insurance covering the coaching cost.

AI pattern-tracking briefs the human dietitian on your week automatically, so coaching sessions start from insight rather than a data dump.

CGM program from $152/month (regularly $179/month, 15% off shown) dietitian and stress-management coaching often $0 out-of-pocket with insurance. No free tier or trial found.

WebiPhone / iPadHardware

Nutrola

Best forPeople who want AI photo logging built on a professionally-verified (not crowdsourced) database, especially for non-Western cuisines.

Explicitly markets its database as dietitian-verified rather than crowdsourced, directly naming the 15-30% error rate it claims crowdsourced competitors carry.

No permanent free tier (free trial only). US pricing: $7.99/month or $59.99/year. EU pricing shown separately as €2.50/month. No ads on any plan.

Ollie AI

Best forBusy families wanting done-for-you weekly dinner plans with minimal decision-making.

Computer-vision pantry scanning suggests meals from what you already have to cut food waste.

$10/month, or $7/month billed annually 7-day free trial. No ongoing free tier.

Pantry Inventory: Food Tracker

Best forPrivacy-conscious users who want a fully offline pantry tracker with no account required.

Fully offline with no account or sign-up required at all, unusual in a category where most competitors require cloud accounts.

Free with in-app purchases: Premium Weekly $0.99, Premium Yearly $9.99, Lifetime Pro Access $29.99.

PantryAI - Food Stock

Best forLarger households (up to 5 people) who want shared, real-time pantry and meal-plan collaboration.

Supports real-time shared access for up to 5 household members collaborating on meal planning, recipes, and shopping simultaneously — broader multi-user support than most competitors in this batch.

Free with in-app purchases: $3.99-$59.99 across weekly/monthly/annual tiers, 7-day free trial.

Pantryfy

Best forPeople who want pantry tracking to automatically turn into a full weekly meal plan and shopping list without manual input.

"Autopilot" drafts an entire week's meal plan and shopping list on its own, going beyond pantry tracking into full hands-off planning.

Free tier available paid tier exists, pricing not disclosed on the site.

ParrotPal

Best forGLP-1 users and dieters specifically concerned about preserving muscle mass while losing weight.

LeanShield directly targets the muscle-loss risk of aggressive dieting and GLP-1 medications with a dedicated, RCT-informed score — a specific clinical angle most weight-loss trackers don't address.

7-day free trial ongoing subscription price not disclosed on the homepage.

PlanEat AI

Best forPeople who want realistic weekly plans built from ordinary supermarket ingredients rather than elaborate recipes.

Plans built from common supermarket ingredients rather than complex recipes, with one-tap swaps that instantly regenerate the whole week's plan and shopping list.

Subscription required (weekly and yearly plans) exact price varies by region/currency and was not published.

PlateLens

Best forPeople who want transparent accuracy figures and confidence scoring rather than a black-box AI estimate.

Combines USDA nutrition data, a 2.3M+ barcode database, and AI photo vision in one "triple-engine" pipeline, with transparent confidence scoring on every estimate.

Free tier, never expires (3 AI photo scans/day, unlimited manual logging, 5 AI coach messages/day) Premium $9.99/month or $59.99/year (~$5/month), 3-day free trial.

PrepWize Calorie Tracker

Best forPeople who want frictionless calorie logging via photo or voice rather than manual search.

Combines photo recognition, voice input, and 24/7 AI nutritionist chat in one logging flow.

Free with in-app purchases exact subscription price not published on the App Store listing.

Prospre

Best forMacro-focused fitness users who want a permanently free meal planner with flexible treat allowances.

"Fit in Treats" lets users work indulgences into their macro targets rather than treating the plan as rigid, and the free tier is permanent rather than a limited trial.

Free to download and use forever.

RecipeScan

Best foriPhone/iPad users who want one camera to handle pantry scanning, calorie tracking, and recipe generation together.

One camera interface covers five distinct scanning jobs (pantry, barcode, plate, receipt, and AI recipe generation) rather than separate flows for each.

Free tier (~1,000 recipes, basic planning) Premium $4.99/month or $29.99/year, 7-day free trial on both.

Recipy

Best forPeople who want pantry inventory, meal planning, and grocery shopping unified in one AI-native workflow.

Built AI-native rather than retrofitted — pantry data, meal plans, and the Instacart shopping cart all stay in sync automatically.

Free — no paid tier found. Web app live iOS in TestFlight beta Android in development.

Free tierWebiPhone / iPadBeta

Samsung Food

Best forSamsung Galaxy owners who want AI meal-plan generation as a secondary feature on top of a free recipe manager.

Vision AI can estimate a meal's calories directly from a photo, but only on Samsung Galaxy devices — a hardware-gated AI feature unusual in this category.

Free (240,000+ recipes, recipe saving, meal planning, shopping lists) Food+ premium $6.99/month or $59.99/year.

SelfDecode

Best forPeople who want an AI coach reasoning across DNA, blood work, and symptoms together, not just a static genetic report.

A named, dedicated AI health coach ("DecodyGPT") that reasons across DNA, blood work, symptoms, and lifestyle together, rather than a static one-time DNA report.

No free tier/trial. Bundles: Essential $499, Essential+ $799, Ultimate $899 (25% off $1,199) individual reports $99-$299.

WebHardware

Semaglutide App for GLP-1

Best forGLP-1 users who want AI meal-quality analysis alongside help navigating insurance prior authorization.

Combines real AI food recognition and NOVA/NutriScore meal-quality analysis with a prior-authorization tool aimed at insurance approval for the medication itself — an unusual pairing of nutrition AI and insurance admin.

Free with in-app purchases: Monthly $9.99, Annual $89.99 (~$7.50/month).

Signos

Best forPeople who want an FDA-cleared, CGM-based weight-management program with included dietitian support.

One of the few CGM programs with an FDA clearance specifically for weight management, developed with researchers from four major universities.

$127/month, CGM hardware included in membership separate GLP-1 Bundle option available. No free tier or trial mentioned.

Simple

Best forPeople who want a non-restrictive, education-first approach to nutrition and fasting rather than strict calorie counting.

Confirmed to give nutrition education genuinely equal billing with fasting/habit coaching, rather than nutrition being an afterthought to a fasting timer.

Free tier (AI coach responses, nutrition scores, wellness trackers) premium tier (daily check-ins, educational library), price not disclosed.

SnapCalorie

Best forPeople who want research-backed AI photo logging without a subscription.

Built by the researchers behind Google Lens/Cloud Vision, with its accuracy methodology published in a peer-reviewed CVPR 2021 paper rather than only marketing claims.

Free, no credit card required. No premium tier found on the site.

SNAQ

Best forCGM, non-CGM, and GLP-1 users who want AI meal analysis backed by published clinical research, without requiring a specific device.

Claims to be the only consumer nutrition app with published, peer-reviewed clinical evidence (4 studies) backing its accuracy and outcomes, rather than self-reported statistics alone.

Free to download, no CGM required premium tier mentioned but pricing not disclosed on-site.

SpeakMeal

Best forPeople who want purely voice-based logging with no typing or photo scanning at all.

Positions itself specifically against the category's high dropout rate, betting that voice-only logging removes the friction that causes people to quit tracking after two weeks.

3-day free trial Basic $9.99/month a separate trainer/multi-client tier at $47/month.

Stelo by Dexcom

Best forPeople who want to try CGM without committing to a recurring membership.

No subscription at all — priced as a simple one-time $99 sensor purchase rather than a recurring membership, unusual among CGM competitors in this batch.

$99.00 one-time sensor purchase (15-day wear), no subscription free shipping HSA/FSA eligible.

Strongr Fastr

Best forPeople who want AI meal planning and workout programming combined.

Combines AI meal planning with adaptive workout programming in one app, rather than nutrition alone.

Free plan (workouts, macro tracking, 1-day meal plan) Pro $79.99/year (~$6.67/month) or $52.99/3 months (~$17.66/month).

SummitPlate

Best forBudget-conscious households who want a week of dinners planned around shared, reusable ingredients.

"Dupe Dinners" turns a photo of a restaurant meal into a copycat recipe, and the AI deliberately overlaps ingredients across the week's dinners to minimize what you buy.

Free tier (up to 3 AI meal plans/month) paid plan $7.99/month.

Free tierWebiPhone / iPad

The Drop

WhatsApp AI coach: pricing not specified.

A WhatsApp-native AI coaching interface that's live today, positioned as the software companion to a still-unreleased hardware wearable.

WebiPhone / iPadHardwareBeta

The Fat Hack

Best forPrivacy-conscious fasting users who want detailed meal-quality analysis (glycemic index, nutrient load), not just calorie counts.

Includes glycemic index and overall nutrient-load scoring per meal photo — a level of nutritional detail beyond simple calorie/macro estimates.

Free with in-app purchases: Monthly $4.99, Yearly $59.99 (~$5/month), free trial included.

Viome

Best forPeople who want functional (activity-based) microbiome insights paired with personalized supplement formulations.

Analyzes gene-expression activity (what the microbiome is actively doing right now) rather than just species presence/absence, generating supplement formulations reactive to that functional state.

historically reported around $249 (Gut Intelligence) to $349 (Health Intelligence) per test kit, plus an optional supplement subscription. HSA/FSA eligible.

WebiPhone / iPadAndroidHardware

Voice: Calorie AI Tracker

Free with in-app purchases $29.99 premium subscription (billing period not specified in the listing).

Logs both food and workouts by voice in one flow, rather than voice-logging meals only.

Vora

Best forPeople who want nutrition, workouts, and recovery unified in one voice-first AI coach rather than juggling several apps.

Confirmed to treat nutrition as genuinely co-equal to fitness (not secondary), tracking 35+ nutrients and offering AI recipe suggestions alongside workout and recovery data — addresses the Phase 1 scope concern directly.

Free tier, permanent, no credit card required Pro $12.99/month or $89.99/year (~$7.50/month, 42% savings).

WeightWatchers

Best forPeople who want a long-established, clinically-studied points system with AI scanning and optional GLP-1 medical access in one program.

Combines a decades-old, clinically-studied behavioral points system with modern AI camera scanning and its own affiliated GLP-1 medical clinic — bridging legacy credibility with current medical weight-loss trends.

Core Program from $12/month Core+ and Med+ (GLP-1) pricing not specified current promo: 50% off 12-month plan. No free tier.

Welling

Best forPeople who want to log food by simply describing it, rather than searching a database.

Combines photo and chat-based logging with an AI coach that gives real-time feedback, positioned as "the best of MyFitnessPal and ChatGPT."

Free tier available paid Monthly/6-Month/Yearly plans, with the monthly plan around $16.99/month per multiple 2026 sources.

YAZIO

Best forPeople who want a massive, established AI calorie tracker with built-in fasting support.

One of the largest user bases in this category (100M+) combined with genuine AI photo recognition, positioned around sustainable habits rather than crash dieting.

Free trial available.

YMove AI Meal Plan Generator

Best forPeople who want a free macro-based meal plan not a typical consumer subscription product.

The consumer meal-plan generator is a free front end for YMove's broader nutrition API business, which also sells barcode lookup, food-photo analysis, and recipe data to developers.

Free consumer meal-plan generator, no signup. YMove's separate developer API platform runs $19/month (Starter) to $299/month (Enterprise) — that's B2B API pricing, not a consumer subscription.

Yummery

Best forApple-device users who want hands-free AI recipe guidance while cooking.

Gesture-controlled, hands-free cooking mode lets you navigate recipes without touching the screen while cooking.

Free with in-app purchases: Weekly $2.99–$4.99, Monthly $9.99–$15.99, Annual $39.99–$59.99 (varies by promotion/region).

ZOE