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
80
Receipt lines tagged
99%
Recipe ingredients tagged
6%
Pantry tagged
100%
Products tagged
81%
🧪 Classifier tester
type item names (one per line) — see the canonical + tags the AI assigns
⚠ Duplicate pantry entries
same canonical food logged more than once — consider merging
specialty cheese · 4 total
Specialty Cheese C ×2 (fridge)Specialty Cheese ×2 (fridge)
yogurt drink · 6 total
30G Yogurt Drink ×4 (fridge)15G Yogurt Drink ×2 (fridge)
purified water · 2 total
Purified Wtr 10oz. ×1 (pantry)Purified Wtr 10oz ×1 (pantry)
Categories
Produce 18Beverages 15Protein 13Dairy 11Other 9Pantry 4Snacks 3Grains 3Non-Food 3Household 1
Canonical taxonomy
80 foods · where each is seen
| Canonical food | Category | Tags | Buys | Pantry | Products | Seen as |
|---|---|---|---|---|---|---|
| yogurt drink | Dairy | yogurtdairydrinkproteinprobioticyogurt drink | 6 | 2 | 2 | 30G Yogurt Drink, 15G Yogurt Drink |
| sports drink | Beverages | sports drinkhydrationelectrolytebeveragedrinkgatorade | 4 | 1 | 2 | Prime Hydration, Gatorade 12oz 12pk |
| specialty cheese | Dairy | cheesedairyspecialtyartisanspecialty cheesegourmetcharcuterie | 3 | 2 | 1 | Specialty Cheese C, Specialty Cheese |
| protein bar | Snacks | protein barsnackbarnutritionrefrigerated | 3 | 1 | 1 | Perfect Bar |
| purified water | Beverages | waterpurified waterbeveragehydrationdrinkbottled water | 2 | 2 | 1 | Purified Wtr 10oz, Purified Wtr 10oz. |
| cilantro | Produce | cilantroherbfresh herbproducegarnisharomatic | 2 | 1 | 1 | Cilantro |
| ground beef | Protein | beefground beefmeatproteingrassfed | 2 | 1 | 1 | GrassFed Grnd Beef |
| kombucha | Beverages | kombuchaprobioticfermenteddrinkbeverage | 2 | 1 | 1 | Vita Life Kombucha |
| greek yogurt | Dairy | yogurtgreek yogurtdairyproteinchobani | 2 | 1 | 1 | Chobani Complete |
| sweet potato | Produce | sweet potatoproducevegetablestarchroot vegetabletuber | 2 | 1 | 1 | Sweet Potatoes |
| pasta | Grains | pastagrainsitaliannoodledry pastabronze cutnoodles | 2 | 1 | 1 | Long Bronze Pasta, Italian Pasta |
| 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 |
| paper bags | Household | paperbagshouseholdstoragepaper bagspackaging | 2 | — | 1 | Paper Bags |
| chicken breast | Protein | chickenpoultrymeatproteinbreast | 1 | 1 | 1 | Chicken Breasts |
| ground turkey | Protein | turkeyground turkeypoultrymeatprotein | 1 | 1 | 1 | FreshGround Turkey |
| mango | Produce | mangofruittropicalproducesliced | 1 | 1 | 1 | Mango Slices |
| egg bites | Protein | eggsegg bitesbreakfastproteinprepared | 1 | 1 | 1 | Egg Bites |
| beef hot dog | Protein | hot dogbeeffrankuncuredproteinmeat | 1 | 1 | 1 | Uncured Beef Frank |
| grape tomatoes | Produce | tomatogrape tomatoesproducevegetablefreshgrape tomatosalad | 2 | — | 1 | Grape Tomatoes |
| prosciutto | Protein | prosciuttoporkcured meatcharcuterieitalianprotein | 1 | 1 | 1 | Prosciutto |
| brie cheese | Dairy | briecheesedairysoft cheeseimportedfrench | 1 | 1 | 1 | Imported Brie |
| macaroni and cheese | Dairy | mac and cheesepastacheesedairyrefrigeratedprepared | 1 | 1 | 1 | Refr Mac&Cheese |
| green onion | Produce | green onionscallionproducevegetablealliumherb | 1 | 1 | 1 | Green Onions |
| yellow potato | Produce | potatoyellow potatoproducevegetableorganicstarch | 1 | 1 | 1 | Org. Yellow Potato |
| pasta sauce | Pantry | pasta saucetomato saucemarinarapantryitaliansauce | 1 | 1 | 1 | Pasta Sauce |
| cream cheese | Dairy | cream cheesecheesedairyspreadsoft cheese | 1 | 1 | 1 | Cream Cheese |
| banana | Produce | bananafruitproduceorganictropical | 1 | 1 | 1 | Banana Organic LRW |
| orange juice drink | Beverages | sunny dorange drinkjuicebeveragecitrusdrink | 1 | 1 | 1 | SunnyD Tangy 18pk |
| overnight oats | Grains | oatsovernight oatsbreakfastgrainsbrekki | 2 | 1 | — | Brekki Oats |
| prime hydration drink | Beverages | sports drinkhydrationbeverageelectrolytesprimeelectrolyte | 2 | 1 | — | Prime Hydration |
| poppi prebiotic soda | Beverages | sodaprebioticsparklingdrinkpunchbeveragegut health | 2 | 1 | — | Poppi Punch Pop |
| garlic | Produce | garlicalliumvegetableproducepeeledaromatic | 1 | 1 | — | Peeled Garlic |
| flat leaf spinach | Produce | spinachleafy greenvegetableproducegreens | 1 | 1 | — | Flat Leaf Spinach |
| romaine lettuce | Produce | romainelettuceleafy greensaladproduce | 1 | 1 | — | Romaine Hearts |
| peach | Produce | peachfruitstone fruitproducesummer fruitfresh fruit | 1 | 1 | — | Peaches |
| brussels sprouts | Produce | brussels sproutscruciferousvegetableproducebrassica | 1 | 1 | — | Brussels Sprouts |
| vidalia onion | Produce | onionvidaliasweet onionalliumproduce | 1 | 1 | — | Vidalia Onions |
| sweet corn | Produce | cornsweet cornvegetableproducemaizegrain | 1 | 1 | — | Sweet Corn |
| jalapeño pepper | Produce | jalapeñopepperhot pepperchiliproducejalapenospicy | 1 | 1 | — | Jalapeno Peppers |
| raw shrimp | Protein | shrimpseafoodshellfishproteinraw | 1 | 1 | — | Jumbo Raw Shrimp |
| salmon | Protein | salmonfishseafoodproteinfillet | 1 | 1 | — | Salmon Portions |
| boneless skinless chicken thighs | Protein | chickenchicken thighspoultryproteinboneless skinlesschicken thigh | 1 | 1 | — | FP B/S Chik Thighs |
| whole milk | Dairy | milkwhole milkdairyorganicbeverage | 1 | 1 | — | Organic Whole Milk |
| aged cheese | Dairy | cheeseaged cheesedairyhard cheesecharcuteriespecialty | 1 | 1 | — | Aged Cheese |
| mozzarella | Dairy | mozzarellacheesedairyitalianfresh cheeseshredded | 1 | 1 | — | Mozzarella |
| salami | Protein | salamicured meatcharcuterieproteindelideli meat | 1 | 1 | — | Salami Collection |
| kettle chips | Snacks | chipspotato chipskettle chipssnackcrunchykettle | 1 | 1 | — | Kettle Chips |
| orange juice | Beverages | orange juicejuicebeveragecitrusno pulpnot from concentrate | 1 | 1 | — | NFC OJ No Pulp |
| chicken meat sticks | Protein | chickenmeat stickssnackproteinpoultrymeat stickjerky | 1 | 1 | — | Chicken MeatSticks |
| diced tomatoes with green chiles | Pantry | diced tomatoesgreen chilescanned tomatopantrytex-mextomato | 1 | 1 | — | Dice Tom w/GrnChl |
| kefir | Dairy | kefirprobioticdairyfermentedbeveragecultured | 1 | 1 | — | 32 oz Kefir |
| charcoal coated cheese | Non-Food | cheesecharcoalspecialty cheesedairygourmet | 2 | — | — | C Char 2pc Coat PJ |
| plain nonfat greek yogurt | Dairy | greek yogurtyogurtnonfatdairyproteinplain | 1 | 1 | — | Plain NF Greek Yog |
| mocktail dessert drink | Beverages | mocktailnon-alcoholicdessert drinkbeveragesparklingdessert | 1 | 1 | — | Mocktail Dessert |
| pretzel slims | Snacks | pretzelsnackcrackersbaked snackcrunchythinsalty | 1 | 1 | — | Pretzel Slims |
| lemonade | Beverages | lemonadebeveragecitrusjuicelow caloriedrink | 1 | 1 | — | Lemonade LWE |
| salad dressing | Pantry | dressingsalad dressingcondimentpantrysauce | 1 | 1 | — | Premium Dressings |
| liquid water enhancer | Beverages | water enhancerflavoringbeverageliquid enhancerdrink mixflavor dropsliquid | 1 | 1 | — | Liquid Wtr Enhancr |
| spicy lemonade | Beverages | lemonadespicybeveragecitrusdrinkjuice | 1 | 1 | — | Spicy Lemonades |
| sparkling mocktail | Beverages | mocktailsparklingnon-alcoholicbeveragesparkling watercarbonated | 1 | 1 | — | Sparkling Mocktail |
| gatorade | Beverages | gatoradesports drinkelectrolytesbeveragehydrationelectrolyte | 1 | 1 | — | Gatorade 12oz 18pk |
| green onions | Produce | green onionscallionalliumproduceherb | 1 | — | — | Green Onions |
| arborio rice | Grains | risottoarborioricegrainsitalian | 1 | — | — | Risotto |
| bell peppers | Produce | bell pepperpeppervegetableproducemulticolor | 1 | — | — | Multi-Peppers 3pk. |
| apple scorpion assorted | Produce | applefruitproduceassortedsnack | 1 | — | — | Apple Scorp Assort |
| cold smoked salmon | Protein | smoked salmonsalmonfishseafoodprotein | 1 | — | — | Cold Smoked Salmon |
| storage bowls | Non-Food | storagebowlscontainershouseholdkitchen | 1 | — | — | Storage Bowls |
| buldak spicy sweet chicken ramen | Pantry | ramennoodlesbuldakspicykorean | 1 | — | — | Buldak Swicy |
| lego bottle | Non-Food | bottlelegodrinkwarehouseholdkids | 1 | — | — | Lego Bottle |
| goodbelly probiotic juice | Beverages | probioticjuicebeveragegut healthgoodbelly | 1 | — | — | Good Belly Juice |
| fajita rotisserie chicken | Protein | chickenrotisseriefajitapoultryprotein | 1 | — | — | Fajita/Rotis Ckn |
| risotto rice | Other | risottoarborioricegrainsitalian | — | 1 | — | Risotto |
| mixed bell peppers | Other | bell peppermixed pepperproducevegetablepepper | — | 1 | — | Multi-Peppers 3pk. |
| apple | Other | applefruitproducefresh fruitassorted | — | 1 | — | Apple Scorp Assort |
| grape tomato | Other | tomatogrape tomatoproducevegetablecherry tomato | — | 1 | — | Grape Tomatoes |
| smoked salmon | Other | smoked salmonsalmonfishseafoodcold smoked | — | 1 | — | Cold Smoked Salmon |
| buldak spicy chicken ramen | Other | ramennoodlesspicykoreaninstant noodles | — | 1 | — | Buldak Swicy |
| probiotic juice drink | Other | probioticjuicebeveragegut healthfermented | — | 1 | — | Good Belly Juice |
| rotisserie chicken | Other | rotisserie chickenchickenpoultryproteincooked chicken | — | 1 | — | Fajita/Rotis Ckn |
| italian pasta | Other | pastaitaliangrainsnoodlesdry pasta | — | 1 | — | Italian Pasta |
Pantry match review
69/69 classified · recommended product per item
| Pantry item | Canonical | Tags | Recommended product |
|---|---|---|---|
| Peeled Garlic · fridge ×2 | garlic | garlicalliumvegetableproducearomatic | Peeled Garlic |
| Cilantro · fridge ×3 | cilantro | cilantroherbproducefresh herbaromatic | Cilantro |
| Green Onions · fridge ×3 | green onion | green onionscallionalliumproduceherb | no match |
| Flat Leaf Spinach · fridge ×2 | flat leaf spinach | spinachleafy greenvegetableproducegreens | Flat Leaf Spinach |
| Romaine Hearts · fridge ×2 | romaine lettuce | romainelettuceleafy greenproducesalad | Romaine Hearts |
| Peaches · fridge ×2 | peach | peachfruitstone fruitproducefresh fruit | Peaches |
| Brussels Sprouts · fridge ×2 | brussels sprouts | brussels sproutscruciferousvegetableproducebrassica | Brussels Sprouts |
| Sweet Potatoes · fridge ×3 | sweet potato | sweet potatoroot vegetableproducetubervegetable | Sweet Potatoes |
| Vidalia Onions · fridge ×2 | vidalia onion | onionvidaliasweet onionalliumproduce | Vidalia Onions |
| Risotto · pantry ×2 | risotto rice | risottoarborioricegrainsitalian | no match |
| Multi-Peppers 3pk. · fridge ×2 | mixed bell peppers | bell peppermixed pepperproducevegetablepepper | no match |
| Sweet Corn · fridge ×2 | sweet corn | cornsweet cornproducevegetablegrain | Sweet Corn |
| Jalapeno Peppers · fridge ×2 | jalapeño pepper | jalapenopepperchiliproducespicy | Jalapeno Peppers |
| GrassFed Grnd Beef · fridge ×3 | ground beef | ground beefbeefmeatproteingrassfed | GrassFed Grnd Beef |
| Jumbo Raw Shrimp · freezer ×2 | raw shrimp | shrimpseafoodproteinshellfishraw | Jumbo Raw Shrimp |
| Salmon Portions · freezer ×2 | salmon | salmonfishseafoodproteinfillet | Salmon Portions |
| FP B/S Chik Thighs · fridge ×2 | boneless skinless chicken thighs | chickenchicken thighpoultryproteinboneless skinless | FP B/S Chik Thighs |
| Organic Whole Milk · fridge ×2 | whole milk | milkwhole milkdairyorganicbeverage | Organic Whole Milk |
| Apple Scorp Assort · fridge ×2 | apple | applefruitproducefresh fruitassorted | no match |
| Aged Cheese · fridge ×2 | aged cheese | cheeseaged cheesedairyhard cheesespecialty | Aged Cheese |
| Specialty Cheese C · fridge ×2 | specialty cheese | cheesespecialty cheesedairyartisangourmet | Specialty Cheese C |
| Mozzarella · fridge ×2 | mozzarella | mozzarellacheesedairyitalianshredded | Mozzarella |
| Brekki Oats · pantry ×3 | overnight oats | oatsovernight oatsbreakfastgrainsbrekki | Brekki Oats |
| Grape Tomatoes · fridge ×3 | grape tomato | tomatogrape tomatoproducevegetablecherry tomato | no match |
| Cold Smoked Salmon · freezer ×2 | smoked salmon | smoked salmonsalmonfishseafoodcold smoked | no match |
| Salami Collection · fridge ×2 | salami | salamicured meatcharcuterieproteindeli meat | Salami Collection |
| Kettle Chips · pantry ×2 | kettle chips | chipspotato chipskettlesnackcrunchy | Kettle Chips |
| NFC OJ No Pulp · pantry ×0 | orange juice | orange juicejuicebeverageno pulpnot from concentrate | NFC OJ No Pulp |
| 30G Yogurt Drink · fridge ×4 | yogurt drink | yogurtyogurt drinkdairyproteinprobiotic | 30G Yogurt Drink |
| Chicken MeatSticks · fridge ×2 | chicken meat sticks | meat stickchickensnackproteinjerky | Chicken MeatSticks |
| Prime Hydration · pantry ×2 | prime hydration drink | hydrationsports drinkbeverageelectrolyteprime | Prime Hydration |
| Dice Tom w/GrnChl · pantry ×2 | diced tomatoes with green chiles | diced tomatoesgreen chilescanned tomatopantrytomato | Dice Tom w/GrnChl |
| 32 oz Kefir · fridge ×2 | kefir | kefirprobioticdairyfermentedcultured | 32 oz Kefir |
| Purified Wtr 10oz. · pantry ×1 | purified water | waterpurified waterbeveragehydrationbottled water | Purified Wtr 10oz. |
| Buldak Swicy · pantry ×2 | buldak spicy chicken ramen | ramennoodlesspicykoreaninstant noodles | no match |
| Plain NF Greek Yog · fridge ×2 | plain nonfat greek yogurt | greek yogurtyogurtdairynonfatplain | Plain NF Greek Yog |
| Good Belly Juice · pantry ×2 | probiotic juice drink | probioticjuicebeveragegut healthfermented | no match |
| Mocktail Dessert · pantry ×2 | mocktail dessert drink | mocktailnon-alcoholicbeveragedessertsparkling | Mocktail Dessert |
| Pretzel Slims · pantry ×2 | pretzel slims | pretzelsnackcrackersthinsalty | Pretzel Slims |
| Lemonade LWE · pantry ×2 | lemonade | lemonadebeveragejuicedrinkcitrus | Lemonade LWE |
| Premium Dressings · pantry ×2 | salad dressing | dressingsalad dressingcondimentpantrysauce | Premium Dressings |
| Liquid Wtr Enhancr · pantry ×2 | liquid water enhancer | water enhancerflavor dropsbeveragedrink mixliquid | Liquid Wtr Enhancr |
| Poppi Punch Pop · pantry ×1 | poppi prebiotic soda | sodaprebioticsparklingbeveragegut health | Poppi Punch Pop |
| Fajita/Rotis Ckn · fridge ×2 | rotisserie chicken | rotisserie chickenchickenpoultryproteincooked chicken | no match |
| Spicy Lemonades · pantry ×2 | spicy lemonade | lemonadespicybeveragejuicecitrus | Spicy Lemonades |
| Italian Pasta · pantry ×2 | italian pasta | pastaitaliangrainsnoodlesdry pasta | no match |
| Sparkling Mocktail · pantry ×2 | sparkling mocktail | mocktailsparklingnon-alcoholicbeveragecarbonated | Sparkling Mocktail |
| Gatorade 12oz 18pk · pantry ×2 | gatorade | gatoradesports drinkelectrolytebeveragehydration | Gatorade 12oz 18pk |
| Chicken Breasts · fridge ×1 | chicken breast | chickenpoultrymeatproteinbreast | Chicken Breasts |
| FreshGround Turkey · fridge ×1 | ground turkey | turkeyground turkeypoultrymeatprotein | FreshGround Turkey |
| Mango Slices · fridge ×1 | mango | mangofruittropicalproducesliced | Mango Slices |
| Perfect Bar · pantry ×2 | protein bar | protein barsnackbarnutritionrefrigerated | Perfect Bar |
| Egg Bites · fridge ×1 | egg bites | eggsegg bitesbreakfastproteinprepared | Egg Bites |
| Uncured Beef Frank · fridge ×1 | beef hot dog | hot dogbeeffrankuncuredproteinmeat | Uncured Beef Frank |
| Specialty Cheese · fridge ×2 | specialty cheese | cheesedairyspecialtyartisan | Specialty Cheese C |
| Vita Life Kombucha · pantry ×2 | kombucha | kombuchaprobioticfermenteddrinkbeverage | Vita Life Kombucha |
| Prosciutto · fridge ×1 | prosciutto | prosciuttoporkcured meatcharcuterieitalianprotein | Prosciutto |
| Imported Brie · fridge ×1 | brie cheese | briecheesedairysoft cheeseimportedfrench | Imported Brie |
| Refr Mac&Cheese · pantry ×1 | macaroni and cheese | mac and cheesepastacheesedairyrefrigeratedprepared | Refr Mac&Cheese |
| 15G Yogurt Drink · fridge ×2 | yogurt drink | yogurtdairydrinkproteinprobiotic | 30G Yogurt Drink |
| Chobani Complete · fridge ×2 | greek yogurt | yogurtgreek yogurtdairyproteinchobani | Chobani Complete |
| Org. Yellow Potato · fridge ×1 | yellow potato | potatoyellow potatoproducevegetableorganicstarch | Org. Yellow Potato |
| Pasta Sauce · pantry ×1 | pasta sauce | pasta saucetomato saucemarinarapantryitaliansauce | Pasta Sauce |
| Cream Cheese · fridge ×1 | cream cheese | cream cheesecheesedairyspreadsoft cheese | Cream Cheese |
| Banana Organic LRW · fridge ×1 | banana | bananafruitproduceorganictropical | Banana Organic LRW |
| Purified Wtr 10oz · pantry ×1 | purified water | waterpurified waterbeveragehydrationdrink | Purified Wtr 10oz. |
| Long Bronze Pasta · pantry ×1 | pasta | pastagrainsitaliannoodledry pastabronze cut | Italian Pasta |
| SunnyD Tangy 18pk · pantry ×1 | orange juice drink | sunny dorange drinkjuicebeveragecitrusdrink | SunnyD Tangy 18pk |
| Gatorade 12oz 12pk · pantry ×1 | sports drink | gatoradesports drinkelectrolytebeveragehydrationdrink | Gatorade 12oz 12pk |