AI Product Matcher & Tagger
Every receipt line, recipe ingredient & pantry item gets a canonical food key + tags — so matching is by identity, not fuzzy tokens.
Canonical foods
117
Receipt lines tagged
99%
Recipe ingredients tagged
30%
Pantry tagged
100%
Products tagged
91%
🧪 Classifier tester
type item names (one per line) — see the canonical + tags the AI assigns
Categories
Produce 24Beverages 20Protein 20Snacks 16Dairy 14Pantry 6Household 4Grains 4Bakery 3Non-Food 3Other 2Frozen 1
Canonical taxonomy
117 foods · where each is seen
| Canonical food | Category | Tags | Buys | Pantry | Products | Seen as |
|---|---|---|---|---|---|---|
| yogurt drink | Dairy | yogurtdairydrinkproteinprobioticyogurt drink | 6 | — | 1 | 30G Yogurt Drink, 15G Yogurt Drink |
| specialty cheese | Dairy | cheesedairyspecialty cheeseartisangourmetcharcuteriespecialty | 4 | 1 | 1 | Specialty Cheese C, Specialty Cheese |
| perfect bar protein bar | Snacks | protein barsnackbarpeanut butterenergyprotein | 4 | 1 | 1 | Perfect Bar |
| sports drink | Beverages | sports drinkhydrationelectrolytebeveragedrinkgatorade | 4 | 1 | 1 | Prime Hydration, Gatorade 12oz 12pk |
| protein yogurt drink | Dairy | yogurtdrinkdairyproteinprobioticdrinkable | 3 | 1 | 1 | 15G Yogurt Drink |
| liquid water enhancer | Beverages | water enhancerdrink mixflavoringliquidbeveragedropsliquid enhancer | 3 | 1 | 1 | Liquid Wtr Enhancr |
| poppi prebiotic soda | Beverages | sodaprebioticsparklingbeveragedrinkgut healthpunch | 3 | 1 | 1 | Poppi 12 fl oz, Poppi Punch Pop |
| paper bags | Household | bagpaperstoragereusablehouseholdpaper bagsbagspackaging | 3 | — | 1 | Paper Bags |
| kombucha | Beverages | kombuchaprobioticfermenteddrinkbeverage | 2 | 1 | 1 | Vita Life Kombucha |
| sweet corn | Produce | cornvegetableproducesweet cornfreshmaize | 2 | 1 | 1 | Sweet Corn 6 pk, Sweet Corn |
| drinkable yogurt | Dairy | yogurtdairydrinkprobioticdrinkablesmoothie | 2 | 1 | 1 | Drinkable Yogurt |
| italian deli meat | Protein | italiandelilunch meatsalamicured meatprotein | 2 | 1 | 1 | Italian Deli Meat, Itailan Deli Meat |
| pretzel slims | Snacks | pretzelsnackthincrunchybakedsaltycrackersbaked snack | 2 | 1 | 1 | Pretzel Slims |
| probiotic sparkling drink | Beverages | probioticsparklingspritzergut healthbeveragedrinkkombucha | 2 | 1 | 1 | Probiotic Spritzer |
| takis fuego rolled tortilla chips | Snacks | takischipsspicytortillasnackhotfuego | 1 | 1 | 2 | Bolthouse 52 oz, Takis Fuego Chips |
| prebiotic soda | Beverages | sodaprebioticbeveragesparklingdrinkfunctional | 2 | — | 1 | Amazon.com : Poppi Prebiotic Soda, Sparkling Water & Fruit Juice, Punch Pop, 12 Oz, 12 Pack : Grocery & Gourmet Food, Poppi Punch Pop |
| cilantro | Produce | cilantroherbfresh herbproducegarnish | 2 | — | 1 | Cilantro |
| ground beef | Protein | beefground beefmeatproteingrassfed | 2 | — | 1 | GrassFed Grnd Beef |
| grape tomatoes | Produce | tomatogrape tomatoesproducevegetablefreshgrape tomatosalad | 2 | — | 1 | Grape Tomatoes |
| refrigerated macaroni and cheese | Dairy | mac and cheesepastacheeserefrigeratedready to eatmeal | 1 | 1 | 1 | Refr Mac&Cheese |
| greek yogurt | Dairy | yogurtgreek yogurtdairyproteinchobani | 2 | — | 1 | Chobani Complete |
| sweet potato | Produce | sweet potatoproducevegetablestarchroot vegetabletuber | 2 | — | 1 | Sweet Potatoes |
| purified water | Beverages | waterpurified waterbeveragehydrationdrinkbottled water | 2 | — | 1 | Purified Wtr 10oz, Purified Wtr 10oz. |
| pasta | Grains | pastagrainsitaliannoodledry pastabronze cutnoodles | 2 | — | 1 | Long Bronze Pasta, Italian Pasta |
| ground chuck beef patties | Protein | beefmeatburgerpattyground beefchuck | 1 | 1 | 1 | Chuck Patties |
| stax potato crisps | Snacks | chipscrispssnackpotatostax | 1 | 1 | 1 | Stax Crisps |
| lunchable pepperoni and nacho cheese | Snacks | lunchablesnackpepperonicheeseprocessedkids | 1 | 1 | 1 | OM Lunchble Pep/Nc |
| pork and chicken meal | Protein | porkchickenmeatproteinmealmixed | 1 | 1 | 1 | Pork/Chicken Meal |
| chocolate hazelnut spread | Pantry | nutellaspreadhazelnutchocolatepantry | 1 | 1 | 1 | Nutella Spread |
| deli sliced turkey | Protein | turkeydelilunch meatslicedproteinpoultry | 1 | 1 | 1 | Deli Sliced Turkey |
| antibiotic-free chicken breast | Protein | chickenchicken breastpoultryantibiotic freeproteinfresh | 1 | 1 | 1 | FP ABF Chck Breast |
| applesauce squeeze pouch | Snacks | applesaucefruit pouchsnackkidsapplesqueezable | 1 | 1 | 1 | GoGo Squeeze, GoGo Squeez |
| yellow onion | Produce | onionyellow onionvegetableproduceallium | 1 | 1 | 1 | Yellow Onions |
| marshmallows | Pantry | marshmallowcandybakingsweetconfection | 1 | 1 | 1 | Red Marshmallows, Reg Marshmallows |
| strawberries | Produce | strawberryfruitproduceberryfresh | 1 | 1 | 1 | Strawberries |
| drink flavor mix packets | Beverages | drink mixflavor packetbeveragepowdered drinkmix | 1 | 1 | 1 | Flavor Mix 18 Bags |
| protein fruit and nut sticks | Snacks | proteinsnackstickbarhigh proteinenergy | 1 | 1 | 1 | Protein FT Sticks |
| trolli gummy pops | Snacks | gummycandysnacktrollichewysweet | 1 | 1 | 1 | Trolli Gummi Pops |
| mandarin oranges | Produce | mandarinorangecitrusfruitproducefresh | 1 | 1 | 1 | Mandarins |
| seeded brioche bun | Bakery | bunbriochebreadbakeryseededburger bun | 1 | 1 | 1 | Seeded Brioche Bun |
| chicken maple sticks | Protein | chickenmaplesnack stickproteinpoultrysavory | 1 | 1 | 1 | Chckn Mple Sticks |
| pizza snacks | Frozen | pizzasnackfrozenbite sizeappetizerkids | 1 | 1 | 1 | Pizza Snacks 90ct |
| toasted chips | Snacks | chipstoastedsnackcrunchycorn | 1 | 1 | 1 | Toasted Chips |
| fresh parsley | Produce | parsleyherbfresh herbproducegarnish | 1 | 1 | 1 | Parsley each |
| deli sliced cheese | Dairy | cheesedelisliceddairysandwich | 1 | 1 | 1 | Deli Sliced Cheese |
| oatmeal creme pies | Snacks | cookiesnackoatmealcreamsweetbaked | 1 | 1 | 1 | Oatmeal Creme Pies |
| fruit by the foot | Snacks | fruit snackcandykidschewysweetroll up | 1 | 1 | 1 | Fruit by the Foot |
| bolthouse farms juice | Beverages | juicesmoothievegetable juicebolthousedrinkcold pressed | 1 | 1 | 1 | Oh Snap! 6 Pack, Bolthouse 52 oz |
| milkshake | Beverages | milkshakedairydrinkshakemilkbeverage | 1 | 1 | 1 | UFMilkshake |
| veggie straws | Snacks | veggie strawssnackvegetablecrunchychipslight | 1 | 1 | 1 | Veggie Straws |
| honey wheat bread | Bakery | breadwheathoneywhole wheatbakeryloaf | 1 | 1 | 1 | Honey Wheat Bread |
| cake pops | Bakery | cake popdessertbakerysweettreatchocolate | 1 | 1 | 1 | Cake Pops |
| turtle shaped crackers | Snacks | crackerssnackkidsbakedcrunchyshaped | 1 | 1 | 1 | Turtle Crackers |
| discount | Protein | discountpricepromotion | 1 | 1 | 1 | New price discount |
| red potatoes | Produce | potatored potatovegetableproducestarch | 1 | 1 | 1 | Red Potatoes |
| protein bar | Snacks | protein barsnackbarnutritionrefrigerated | 3 | — | — | Perfect Bar |
| chicken breast | Protein | chickenpoultrymeatproteinbreast | 1 | — | 1 | Chicken Breasts |
| ground turkey | Protein | turkeyground turkeypoultrymeatprotein | 1 | — | 1 | FreshGround Turkey |
| mango | Produce | mangofruittropicalproducesliced | 1 | — | 1 | Mango Slices |
| egg bites | Protein | eggsegg bitesbreakfastproteinprepared | 1 | — | 1 | Egg Bites |
| beef hot dog | Protein | hot dogbeeffrankuncuredproteinmeat | 1 | — | 1 | Uncured Beef Frank |
| prosciutto | Protein | prosciuttoporkcured meatcharcuterieitalianprotein | 1 | — | 1 | Prosciutto |
| brie cheese | Dairy | briecheesedairysoft cheeseimportedfrench | 1 | — | 1 | Imported Brie |
| green onion | Produce | green onionscallionproducevegetableallium | 1 | — | 1 | Green Onions |
| yellow potato | Produce | potatoyellow potatoproducevegetableorganicstarch | 1 | — | 1 | Org. Yellow Potato |
| pasta sauce | Pantry | pasta saucetomato saucemarinarapantryitaliansauce | 1 | — | 1 | Pasta Sauce |
| cream cheese | Dairy | cream cheesecheesedairyspreadsoft cheese | 1 | — | 1 | Cream Cheese |
| banana | Produce | bananafruitproduceorganictropical | 1 | — | 1 | Banana Organic LRW |
| orange juice drink | Beverages | sunny dorange drinkjuicebeveragecitrusdrink | 1 | — | 1 | SunnyD Tangy 18pk |
| gatorade sports drink | Beverages | sports drinkelectrolytebeveragegatoradedrink | 1 | — | 1 | Gatorade 12oz 12pk |
| insulated thermal bag | Household | baginsulatedreusablethermalstorage | 1 | — | 1 | Insulated Aldi Therm, InsulatedAldiTherm |
| lego water bottle | Household | bottlelegodrinkwarekidsreusable | 1 | — | 1 | Lego Bottle |
| crystal rug | Household | rugmathouseholdfloordecor | 1 | — | 1 | 20x34 Crystal Rug |
| overnight oats | Grains | oatsovernight oatsbreakfastgrainsbrekki | 2 | — | — | Brekki Oats |
| prime hydration drink | Beverages | sports drinkhydrationbeverageelectrolytesprime | 2 | — | — | Prime Hydration |
| charcoal coated cheese | Non-Food | cheesecharcoalspecialty cheesedairygourmet | 2 | — | — | C Char 2pc Coat PJ |
| gatorade | Beverages | gatoradesports drinkelectrolytesbeveragehydrationelectrolyte | 1 | 1 | — | Gatorade 12oz 18pk |
| oh snap pickle snacks | Snacks | picklesnackcucumberfermentedsourpack | 1 | 1 | — | Oh Snap! 6 Pack |
| red grapes | Produce | grapesred grapesfruitproducefresh | — | — | 1 | Red Grapes |
| garlic | Produce | garlicalliumvegetableproducepeeled | 1 | — | — | Peeled Garlic |
| green onions | Produce | green onionscallionalliumproduceherb | 1 | — | — | Green Onions |
| flat leaf spinach | Produce | spinachleafy greenvegetableproducegreens | 1 | — | — | Flat Leaf Spinach |
| romaine lettuce | Produce | romainelettuceleafy greensaladproduce | 1 | — | — | Romaine Hearts |
| peach | Produce | peachfruitstone fruitproducesummer fruit | 1 | — | — | Peaches |
| brussels sprouts | Produce | brussels sproutscruciferousvegetableproducebrassica | 1 | — | — | Brussels Sprouts |
| vidalia onion | Produce | onionvidaliasweet onionalliumproduce | 1 | — | — | Vidalia Onions |
| arborio rice | Grains | risottoarborioricegrainsitalian | 1 | — | — | Risotto |
| bell peppers | Produce | bell pepperpeppervegetableproducemulticolor | 1 | — | — | Multi-Peppers 3pk. |
| jalapeño pepper | Produce | jalapeñopepperhot pepperchiliproduce | 1 | — | — | Jalapeno Peppers |
| raw shrimp | Protein | shrimpseafoodshellfishproteinraw | 1 | — | — | Jumbo Raw Shrimp |
| salmon | Protein | salmonfishseafoodproteinfillet | 1 | — | — | Salmon Portions |
| boneless skinless chicken thighs | Protein | chickenchicken thighspoultryproteinboneless skinless | 1 | — | — | FP B/S Chik Thighs |
| whole milk | Dairy | milkwhole milkdairyorganicbeverage | 1 | — | — | Organic Whole Milk |
| apple scorpion assorted | Produce | applefruitproduceassortedsnack | 1 | — | — | Apple Scorp Assort |
| aged cheese | Dairy | cheeseaged cheesedairyhard cheesecharcuterie | 1 | — | — | Aged Cheese |
| mozzarella | Dairy | mozzarellacheesedairyitalianfresh cheese | 1 | — | — | Mozzarella |
| cold smoked salmon | Protein | smoked salmonsalmonfishseafoodprotein | 1 | — | — | Cold Smoked Salmon |
| salami | Protein | salamicured meatcharcuterieproteindeli | 1 | — | — | Salami Collection |
| kettle chips | Snacks | chipspotato chipskettle chipssnackcrunchy | 1 | — | — | Kettle Chips |
| orange juice | Beverages | orange juicejuicebeveragecitrusno pulp | 1 | — | — | NFC OJ No Pulp |
| chicken meat sticks | Protein | chickenmeat stickssnackproteinpoultry | 1 | — | — | Chicken MeatSticks |
| storage bowls | Non-Food | storagebowlscontainershouseholdkitchen | 1 | — | — | Storage Bowls |
| diced tomatoes with green chiles | Pantry | diced tomatoesgreen chilescanned tomatopantrytex-mex | 1 | — | — | Dice Tom w/GrnChl |
| kefir | Dairy | kefirprobioticdairyfermentedbeverage | 1 | — | — | 32 oz Kefir |
| buldak spicy sweet chicken ramen | Pantry | ramennoodlesbuldakspicykorean | 1 | — | — | Buldak Swicy |
| plain nonfat greek yogurt | Dairy | greek yogurtyogurtnonfatdairyprotein | 1 | — | — | Plain NF Greek Yog |
| lego bottle | Non-Food | bottlelegodrinkwarehouseholdkids | 1 | — | — | Lego Bottle |
| goodbelly probiotic juice | Beverages | probioticjuicebeveragegut healthgoodbelly | 1 | — | — | Good Belly Juice |
| mocktail dessert drink | Beverages | mocktailnon-alcoholicdessert drinkbeveragesparkling | 1 | — | — | Mocktail Dessert |
| lemonade | Beverages | lemonadebeveragecitrusjuicelow calorie | 1 | — | — | Lemonade LWE |
| salad dressing | Pantry | dressingsalad dressingcondimentpantrysauce | 1 | — | — | Premium Dressings |
| fajita rotisserie chicken | Protein | chickenrotisseriefajitapoultryprotein | 1 | — | — | Fajita/Rotis Ckn |
| spicy lemonade | Beverages | lemonadespicybeveragecitrusdrink | 1 | — | — | Spicy Lemonades |
| sparkling mocktail | Beverages | mocktailsparklingnon-alcoholicbeveragesparkling water | 1 | — | — | Sparkling Mocktail |
| macaroni and cheese | Grains | mac and cheesepastacheesedairyrefrigeratedprepared | 1 | — | — | Refr Mac&Cheese |
| probiotic juice drink | Other | probioticjuicebeveragegut healthfermented | — | 1 | — | Good Belly Juice |
| water | Other | waterpurified waterdrinkhydrationbeverage | — | 1 | — | Purified Water 10oz Pack |
Pantry match review
49/49 classified · recommended product per item
| Pantry item | Canonical | Tags | Recommended product |
|---|---|---|---|
| Good Belly Juice · pantry ×0 | probiotic juice drink | probioticjuicebeveragegut healthfermented | no match |
| Gatorade 12oz 18pk · pantry ×0 | gatorade | gatoradesports drinkelectrolytebeveragehydration | Gatorade 12oz 18pk |
| Vita Life Kombucha · pantry ×0 | kombucha | kombuchaprobioticfermenteddrinkbeverage | Vita Life Kombucha |
| Gatorade 12oz 12pk · pantry ×3 | sports drink | gatoradesports drinkelectrolytebeveragehydrationdrink | Gatorade 12oz 12pk |
| Probiotic Spritzer · pantry ×3 | probiotic sparkling drink | probioticspritzersparklingbeveragekombuchadrink | Probiotic Spritzer |
| Purified Water 10oz Pack · pantry ×1 | water | waterpurified waterdrinkhydrationbeverage | no match |
| Sweet Corn 6 pk · fridge ×1 | sweet corn | cornvegetableproducesweet cornfresh | Sweet Corn |
| Chuck Patties · fridge ×1 | ground chuck beef patties | beefmeatburgerpattyground beefchuck | Chuck Patties |
| Stax Crisps · pantry ×1 | stax potato crisps | chipscrispssnackpotatostax | Stax Crisps |
| OM Lunchble Pep/Nc · pantry ×1 | lunchable pepperoni and nacho cheese | lunchablesnackpepperonicheeseprocessedkids | OM Lunchble Pep/Nc |
| Pork/Chicken Meal · fridge ×1 | pork and chicken meal | porkchickenmeatproteinmealmixed | Pork/Chicken Meal |
| Nutella Spread · pantry ×1 | chocolate hazelnut spread | nutellaspreadhazelnutchocolatepantry | Nutella Spread |
| Deli Sliced Turkey · fridge ×1 | deli sliced turkey | turkeydelilunch meatslicedproteinpoultry | Deli Sliced Turkey |
| FP ABF Chck Breast · fridge ×1 | antibiotic-free chicken breast | chickenchicken breastpoultryantibiotic freeproteinfresh | FP ABF Chck Breast |
| New price discount · fridge ×1 | discount | discountpricepromotion | New price discount |
| GoGo Squeez · pantry ×1 | applesauce squeeze pouch | applesaucefruit pouchsnackkidsapplesqueezable | GoGo Squeez |
| Yellow Onions · fridge ×1 | yellow onion | onionyellow onionvegetableproduceallium | Yellow Onions |
| Reg Marshmallows · pantry ×1 | marshmallows | marshmallowcandybakingsweetconfection | Reg Marshmallows |
| Strawberries · fridge ×1 | strawberries | strawberryfruitproduceberryfresh | Strawberries |
| Flavor Mix 18 Bags · pantry ×1 | drink flavor mix packets | drink mixflavor packetbeveragepowdered drinkmix | Flavor Mix 18 Bags |
| Protein FT Sticks · pantry ×1 | protein fruit and nut sticks | proteinsnackstickbarhigh proteinenergy | Protein FT Sticks |
| Trolli Gummi Pops · pantry ×1 | trolli gummy pops | gummycandysnacktrollichewysweet | Trolli Gummi Pops |
| 15G Yogurt Drink · fridge ×2 | protein yogurt drink | yogurtdrinkdairyproteinprobioticdrinkable | no match |
| Mandarins · fridge ×1 | mandarin oranges | mandarinorangecitrusfruitproducefresh | Mandarins |
| Drinkable Yogurt · fridge ×2 | drinkable yogurt | yogurtdairydrinkprobioticdrinkablesmoothie | Drinkable Yogurt |
| Red Potatoes · fridge ×1 | red potatoes | potatored potatovegetableproducestarch | Red Potatoes |
| Itailan Deli Meat · fridge ×2 | italian deli meat | italiandelilunch meatsalamicured meatprotein | Itailan Deli Meat |
| Seeded Brioche Bun · pantry ×1 | seeded brioche bun | bunbriochebreadbakeryseededburger bun | Seeded Brioche Bun |
| Specialty Cheese C · fridge ×1 | specialty cheese | cheesedairyspecialty cheeseartisangourmet | Specialty Cheese C |
| Chckn Mple Sticks · fridge ×1 | chicken maple sticks | chickenmaplesnack stickproteinpoultrysavory | Chckn Mple Sticks |
| Liquid Wtr Enhancr · pantry ×2 | liquid water enhancer | water enhancerdrink mixflavoringliquidbeveragedrops | Liquid Wtr Enhancr |
| Poppi 12 fl oz · pantry ×1 | poppi prebiotic soda | sodaprebioticsparklingbeveragedrinkgut health | Poppi Punch Pop |
| Pizza Snacks 90ct · pantry ×1 | pizza snacks | pizzasnackfrozenbite sizeappetizerkids | Pizza Snacks 90ct |
| Toasted Chips · pantry ×1 | toasted chips | chipstoastedsnackcrunchycorn | Toasted Chips |
| Perfect Bar · pantry ×2 | perfect bar protein bar | protein barsnackbarpeanut butterenergyprotein | no match |
| Parsley each · fridge ×1 | fresh parsley | parsleyherbfresh herbproducegarnish | Parsley each |
| Deli Sliced Cheese · fridge ×1 | deli sliced cheese | cheesedelisliceddairysandwich | Deli Sliced Cheese |
| Oatmeal Creme Pies · pantry ×1 | oatmeal creme pies | cookiesnackoatmealcreamsweetbaked | Oatmeal Creme Pies |
| Pretzel Slims · pantry ×1 | pretzel slims | pretzelsnackthincrunchybakedsalty | Pretzel Slims |
| Fruit by the Foot · pantry ×1 | fruit by the foot | fruit snackcandykidschewysweetroll up | Fruit by the Foot |
| Oh Snap! 6 Pack · pantry ×1 | oh snap pickle snacks | picklesnackcucumberfermentedsourpack | Oh Snap! 6 Pack |
| UFMilkshake · pantry ×1 | milkshake | milkshakedairydrinkshakemilkbeverage | UFMilkshake |
| Veggie Straws · pantry ×1 | veggie straws | veggie strawssnackvegetablecrunchychipslight | Veggie Straws |
| Honey Wheat Bread · pantry ×1 | honey wheat bread | breadwheathoneywhole wheatbakeryloaf | Honey Wheat Bread |
| Cake Pops · pantry ×1 | cake pops | cake popdessertbakerysweettreatchocolate | Cake Pops |
| Refr Mac&Cheese · pantry ×1 | refrigerated macaroni and cheese | mac and cheesepastacheeserefrigeratedready to eatmeal | no match |
| Turtle Crackers · pantry ×1 | turtle shaped crackers | crackerssnackkidsbakedcrunchyshaped | Turtle Crackers |
| Bolthouse 52 oz · pantry ×1 | bolthouse farms juice | juicesmoothievegetable juicebolthousedrinkcold pressed | Bolthouse 52 oz |
| Takis Fuego Chips · pantry ×1 | takis fuego rolled tortilla chips | takischipsspicytortillasnackhot | Takis Fuego Chips |