{
  "api_version": "1",
  "generated_at": "2026-11-01T00:12:49.844Z",
  "kind": "site-report",
  "canonical_url": "https://aislesinventory.com/reports/2026-10-31/los-angeles",
  "md_url": "https://aislesinventory.com/api/md/reports/2026-10-31/los-angeles",
  "title": "Los Angeles, CA store inventory report, October 31, 2026 | Aisles",
  "description": "Retailer-reported availability and prices at 141 stores in the Los Angeles, CA area on October 31, 2026: in-stock rates by category and store, hardest products to find, and price differences between chains.",
  "h1": "Los Angeles, CA store inventory report: October 31, 2026",
  "breadcrumbs": [
    {
      "name": "Store inventory",
      "url": "https://aislesinventory.com/"
    },
    {
      "name": "Reports",
      "url": "https://aislesinventory.com/reports"
    },
    {
      "name": "October 31, 2026",
      "url": "https://aislesinventory.com/reports/2026-10-31"
    },
    {
      "name": "Los Angeles, CA",
      "url": "https://aislesinventory.com/reports/2026-10-31/los-angeles"
    }
  ],
  "updated": "2026-10-31T16:53:40.612Z",
  "updated_label": "Updated Oct 31, 2026",
  "summary": "On October 31, 2026: Retailers reported 85.8% of 32,996 store-product listings with a known status in stock, across 141 stores in the Los Angeles, CA area. Batteries was the hardest category to find (63.5% in stock); Paper towels was the easiest (98.0%). On identical products, Food 4 Less prices averaged 16.2% lower than Ralphs in Los Angeles, CA (176 products compared).",
  "subtitle": "141 stores · 381 products",
  "stats": [
    {
      "label": "Stores checked",
      "value": "141"
    },
    {
      "label": "Products",
      "value": "381"
    },
    {
      "label": "In-stock rate",
      "value": "85.8%"
    },
    {
      "label": "Out of stock",
      "value": "4,683"
    },
    {
      "label": "Status not reported",
      "value": "2,919"
    }
  ],
  "facts": [],
  "notes": [
    "Each store reports its own stock. We check every store about once a day. If we can’t check again in time, the item shows as unknown, not in stock. We read the store’s own system. No one looks at the shelf, so an item can sell out after we check."
  ],
  "actions": [],
  "sections": [
    {
      "id": "findings",
      "title": "Key findings",
      "type": "text",
      "paragraphs": [
        "Retailers reported 85.8% of 32,996 store-product listings with a known status in stock, across 141 stores in the Los Angeles, CA area.",
        "Batteries was the hardest category to find (63.5% in stock); Paper towels was the easiest (98.0%).",
        "On identical products, Food 4 Less prices averaged 16.2% lower than Ralphs in Los Angeles, CA (176 products compared)."
      ]
    },
    {
      "id": "categories",
      "title": "In-stock rate by category",
      "type": "table",
      "columns": [
        "Category",
        "Listings with a status",
        "In-stock rate",
        "Out of stock"
      ],
      "rows": [
        [
          "Batteries",
          "2,224",
          "63.5%",
          "811"
        ],
        [
          "Bread",
          "724",
          "66.3%",
          "244"
        ],
        [
          "Milk",
          "2,122",
          "72.8%",
          "578"
        ],
        [
          "Eggs",
          "1,378",
          "81.1%",
          "260"
        ],
        [
          "Cold and flu",
          "3,409",
          "86.4%",
          "463"
        ],
        [
          "Coffee",
          "3,711",
          "86.7%",
          "494"
        ],
        [
          "Pain relief",
          "2,086",
          "87.8%",
          "255"
        ],
        [
          "Toothpaste",
          "3,230",
          "88.3%",
          "378"
        ],
        [
          "Dog food",
          "4,552",
          "89.1%",
          "498"
        ],
        [
          "Diapers",
          "5,292",
          "90.3%",
          "513"
        ],
        [
          "Baby formula",
          "2,174",
          "93.2%",
          "148"
        ],
        [
          "Paper towels",
          "2,094",
          "98.0%",
          "41"
        ]
      ]
    },
    {
      "id": "hardest",
      "title": "Lowest in-stock rates among the stores Aisles covers",
      "type": "table",
      "columns": [
        "Product",
        "Category",
        "Listings with a status",
        "In-stock rate"
      ],
      "rows": [
        [
          {
            "text": "Private Selection White Bread Rustic Wide Pan",
            "url": "https://aislesinventory.com/los-angeles/products/private-selection-white-bread-rustic-wide-pan-0001111008415"
          },
          "Bread",
          "129",
          "0.0%"
        ],
        [
          {
            "text": "Vicks DayQuil & NyQuil Kids Honey Cold & Cough + Congestion Liquid Combo Pack",
            "url": "https://aislesinventory.com/los-angeles/products/vicks-dayquil-nyquil-kids-honey-cold-cough-congestion-liquid-combo-0032390004490"
          },
          "Cold and flu",
          "46",
          "0.0%"
        ],
        [
          {
            "text": "Oroweat D'Italiano Italian Bread",
            "url": "https://aislesinventory.com/los-angeles/products/oroweat-ditaliano-italian-bread-0007341095628"
          },
          "Bread",
          "46",
          "0.0%"
        ],
        [
          {
            "text": "Dimetapp Children's Dimetapp Day & Night, Cold & Cough, Nighttime Cold & Congestion Medicine, Grape Flavor",
            "url": "https://aislesinventory.com/los-angeles/products/dimetapp-childrens-dimetapp-day-night-cold-cough-nighttime-cold-0085002666006"
          },
          "Cold and flu",
          "46",
          "0.0%"
        ],
        [
          {
            "text": "Hyland's Naturals™ Kids Cough & Mucus Grape Flavor Cold Medicine",
            "url": "https://aislesinventory.com/los-angeles/products/hylands-naturalstm-kids-cough-mucus-grape-flavor-cold-medicine-0035497340591"
          },
          "Cold and flu",
          "46",
          "0.0%"
        ],
        [
          {
            "text": "Horizon Organic Shelf Stable 1% Lowfat Chocolate Milk",
            "url": "https://aislesinventory.com/los-angeles/products/horizon-organic-shelf-stable-1-lowfat-chocolate-milk-0074236500416"
          },
          "Milk",
          "46",
          "0.0%"
        ],
        [
          {
            "text": "Energizer® Energizer MAX® Alkaline AA Batteries - 32 Pack",
            "url": "https://aislesinventory.com/los-angeles/products/energizer-energizer-max-alkaline-aa-batteries-32-pack-0003980015087"
          },
          "Batteries",
          "46",
          "0.0%"
        ],
        [
          {
            "text": "Nellie's Free Range Eggs Large",
            "url": "https://aislesinventory.com/los-angeles/products/nellies-free-range-eggs-large-0081565200418"
          },
          "Eggs",
          "46",
          "0.0%"
        ],
        [
          {
            "text": "Rayovac High Energy AA Alkaline Batteries",
            "url": "https://aislesinventory.com/los-angeles/products/rayovac-high-energy-aa-alkaline-batteries-0001280054013"
          },
          "Batteries",
          "46",
          "0.0%"
        ],
        [
          {
            "text": "Simple Truth Organic 2% Reduced Fat Milk Half Gallon",
            "url": "https://aislesinventory.com/los-angeles/products/simple-truth-organic-2-reduced-fat-milk-half-gallon-0001111042852"
          },
          "Milk",
          "45",
          "0.0%"
        ],
        [
          {
            "text": "Kroger 2% Reduced Fat Milk Gallon",
            "url": "https://aislesinventory.com/los-angeles/products/kroger-2-reduced-fat-milk-gallon-0001111041700"
          },
          "Milk",
          "31",
          "0.0%"
        ],
        [
          {
            "text": "Simple Truth Organic Vitamin D Whole Milk Half Gallon",
            "url": "https://aislesinventory.com/los-angeles/products/simple-truth-organic-vitamin-d-whole-milk-half-gallon-0001111042850"
          },
          "Milk",
          "31",
          "0.0%"
        ],
        [
          {
            "text": "Advil Pain Reliever and Fever Reducer, Ibuprofen 200 mg for Pain Relief",
            "url": "https://aislesinventory.com/los-angeles/products/advil-pain-reliever-and-fever-reducer-ibuprofen-200-mg-for-pain-relief-0030573015110"
          },
          "Pain relief",
          "30",
          "0.0%"
        ],
        [
          {
            "text": "Duracell Coppertop AA Alkaline Batteries",
            "url": "https://aislesinventory.com/los-angeles/products/duracell-coppertop-aa-alkaline-batteries-0004133327035"
          },
          "Batteries",
          "30",
          "0.0%"
        ],
        [
          {
            "text": "Kroger Vitamin D Whole Milk Gallon",
            "url": "https://aislesinventory.com/los-angeles/products/kroger-vitamin-d-whole-milk-gallon-0001111040101"
          },
          "Milk",
          "27",
          "0.0%"
        ]
      ]
    },
    {
      "id": "chain-prices",
      "title": "Price differences between chains on identical products",
      "type": "table",
      "columns": [
        "City",
        "Lower-priced chain",
        "Compared with",
        "Identical products",
        "Average price difference",
        "Same price"
      ],
      "rows": [
        [
          "Los Angeles, CA",
          "Food 4 Less",
          "Ralphs",
          "176",
          "16.2% lower",
          "33"
        ]
      ]
    },
    {
      "id": "scope",
      "title": "What this report covers",
      "type": "text",
      "paragraphs": [
        "Grocery stores only: 141 stores in 1 city with qualifying records on this date. Stores inside shopping malls are not part of daily reports, so a report covers fewer stores and cities than the site lists. Each store reports a curated assortment of commonly bought products, not its full catalog, so \"lowest in-stock rates\" describe the stores Aisles covers, not every store in the area."
      ]
    },
    {
      "id": "stores",
      "title": "In-stock rate by store",
      "type": "table",
      "columns": [
        "Store",
        "Chain",
        "Listings with a status",
        "In-stock rate",
        "Out of stock"
      ],
      "rows": [
        [
          {
            "text": "Ralphs Saticoy Plaza",
            "url": "https://aislesinventory.com/los-angeles/van-nuys/ralphs-saticoy-plaza-van-nuys-70300189"
          },
          "Ralphs",
          "242",
          "95.5%",
          "11"
        ],
        [
          {
            "text": "Ralphs Carson Abalone",
            "url": "https://aislesinventory.com/los-angeles/torrance/ralphs-carson-abalone-torrance-70300132"
          },
          "Ralphs",
          "255",
          "95.3%",
          "12"
        ],
        [
          {
            "text": "Ralphs Foothill Rosemead Plaza",
            "url": "https://aislesinventory.com/los-angeles/pasadena/ralphs-foothill-rosemead-plaza-pasadena-70300730"
          },
          "Ralphs",
          "246",
          "94.7%",
          "13"
        ],
        [
          {
            "text": "Ralphs Downey",
            "url": "https://aislesinventory.com/los-angeles/downey/ralphs-downey-downey-70300173"
          },
          "Ralphs",
          "245",
          "94.7%",
          "13"
        ],
        [
          {
            "text": "Ralphs Fallbrook",
            "url": "https://aislesinventory.com/los-angeles/west-hills/ralphs-fallbrook-west-hills-70300213"
          },
          "Ralphs",
          "242",
          "94.6%",
          "13"
        ],
        [
          {
            "text": "Ralphs Palos Verdes",
            "url": "https://aislesinventory.com/los-angeles/rancho-palos-verdes/ralphs-palos-verdes-rancho-palos-verdes-70300720"
          },
          "Ralphs",
          "256",
          "94.5%",
          "14"
        ],
        [
          {
            "text": "Ralphs Plaza Mayor",
            "url": "https://aislesinventory.com/los-angeles/torrance/ralphs-plaza-mayor-torrance-70300088"
          },
          "Ralphs",
          "239",
          "94.1%",
          "14"
        ],
        [
          {
            "text": "Ralphs Sherman Oaks",
            "url": "https://aislesinventory.com/los-angeles/sherman-oaks/ralphs-sherman-oaks-sherman-oaks-70300222"
          },
          "Ralphs",
          "247",
          "93.9%",
          "15"
        ],
        [
          {
            "text": "Ralphs Tarragona Plaza",
            "url": "https://aislesinventory.com/los-angeles/san-pedro/ralphs-tarragona-plaza-san-pedro-70300087"
          },
          "Ralphs",
          "245",
          "93.9%",
          "15"
        ],
        [
          {
            "text": "Ralphs Cypress Center West",
            "url": "https://aislesinventory.com/los-angeles/cypress/ralphs-cypress-center-west-cypress-70300233"
          },
          "Ralphs",
          "244",
          "93.9%",
          "15"
        ],
        [
          {
            "text": "Ralphs Gardena",
            "url": "https://aislesinventory.com/los-angeles/gardena/ralphs-gardena-gardena-70300111"
          },
          "Ralphs",
          "257",
          "93.8%",
          "16"
        ],
        [
          {
            "text": "Ralphs Brea Town Center",
            "url": "https://aislesinventory.com/los-angeles/brea/ralphs-brea-town-center-brea-70300192"
          },
          "Ralphs",
          "247",
          "93.5%",
          "16"
        ],
        [
          {
            "text": "Ralphs Cherry Carson",
            "url": "https://aislesinventory.com/los-angeles/long-beach/ralphs-cherry-carson-long-beach-70300196"
          },
          "Ralphs",
          "247",
          "93.5%",
          "16"
        ],
        [
          {
            "text": "Ralphs Old Ranch Town Center",
            "url": "https://aislesinventory.com/los-angeles/seal-beach/ralphs-old-ranch-town-center-seal-beach-70300604"
          },
          "Ralphs",
          "246",
          "93.1%",
          "17"
        ],
        [
          {
            "text": "Ralphs Westchester",
            "url": "https://aislesinventory.com/los-angeles/los-angeles/ralphs-westchester-los-angeles-70300209"
          },
          "Ralphs",
          "259",
          "93.1%",
          "18"
        ],
        [
          {
            "text": "Ralphs Porter Ranch",
            "url": "https://aislesinventory.com/los-angeles/northridge/ralphs-porter-ranch-northridge-70300127"
          },
          "Ralphs",
          "243",
          "93.0%",
          "17"
        ],
        [
          {
            "text": "Ralphs Shopping Center",
            "url": "https://aislesinventory.com/los-angeles/woodland-hills/ralphs-shopping-center-woodland-hills-70300070"
          },
          "Ralphs",
          "241",
          "92.9%",
          "17"
        ],
        [
          {
            "text": "Ralphs The GH",
            "url": "https://aislesinventory.com/los-angeles/granada-hills/ralphs-the-gh-granada-hills-70300646"
          },
          "Ralphs",
          "245",
          "92.7%",
          "18"
        ],
        [
          {
            "text": "Ralphs Marina Del Rey",
            "url": "https://aislesinventory.com/los-angeles/marina-del-rey/ralphs-marina-del-rey-marina-del-rey-70300280"
          },
          "Ralphs",
          "244",
          "92.6%",
          "18"
        ],
        [
          {
            "text": "Ralphs The Commons at Calabasas",
            "url": "https://aislesinventory.com/los-angeles/calabasas/ralphs-the-commons-at-calabasas-calabasas-70300205"
          },
          "Ralphs",
          "244",
          "92.6%",
          "18"
        ],
        [
          {
            "text": "Ralphs Van Nuys Burbank",
            "url": "https://aislesinventory.com/los-angeles/sherman-oaks/ralphs-van-nuys-burbank-sherman-oaks-70300702"
          },
          "Ralphs",
          "243",
          "92.6%",
          "18"
        ],
        [
          {
            "text": "Ralphs Brookhurst SC",
            "url": "https://aislesinventory.com/los-angeles/anaheim/ralphs-brookhurst-sc-anaheim-70300296"
          },
          "Ralphs",
          "242",
          "92.6%",
          "18"
        ],
        [
          {
            "text": "Ralphs South Bay",
            "url": "https://aislesinventory.com/los-angeles/redondo-beach/ralphs-south-bay-redondo-beach-70300120"
          },
          "Ralphs",
          "250",
          "92.4%",
          "19"
        ],
        [
          {
            "text": "Ralphs Olympic Barrington",
            "url": "https://aislesinventory.com/los-angeles/los-angeles/ralphs-olympic-barrington-los-angeles-70300210"
          },
          "Ralphs",
          "246",
          "92.3%",
          "19"
        ],
        [
          {
            "text": "Ralphs Avalon Carson",
            "url": "https://aislesinventory.com/los-angeles/carson/ralphs-avalon-carson-carson-70300256"
          },
          "Ralphs",
          "245",
          "92.2%",
          "19"
        ],
        [
          {
            "text": "Ralphs Marina Waterside Center",
            "url": "https://aislesinventory.com/los-angeles/marina-del-rey/ralphs-marina-waterside-center-marina-del-rey-70300279"
          },
          "Ralphs",
          "257",
          "92.2%",
          "20"
        ],
        [
          {
            "text": "Ralphs Westside Walk",
            "url": "https://aislesinventory.com/los-angeles/culver-city/ralphs-westside-walk-culver-city-70300086"
          },
          "Ralphs",
          "243",
          "92.2%",
          "19"
        ],
        [
          {
            "text": "Ralphs The Gateway at Burbank",
            "url": "https://aislesinventory.com/los-angeles/burbank/ralphs-the-gateway-at-burbank-burbank-70300193"
          },
          "Ralphs",
          "250",
          "92.0%",
          "20"
        ],
        [
          {
            "text": "Ralphs Westwood",
            "url": "https://aislesinventory.com/los-angeles/los-angeles/ralphs-westwood-los-angeles-70300759"
          },
          "Ralphs",
          "250",
          "92.0%",
          "20"
        ],
        [
          {
            "text": "Ralphs W Whittier",
            "url": "https://aislesinventory.com/los-angeles/whittier/ralphs-w-whittier-whittier-70300245"
          },
          "Ralphs",
          "247",
          "91.9%",
          "20"
        ],
        [
          {
            "text": "Ralphs Olympic Cloverfield",
            "url": "https://aislesinventory.com/los-angeles/santa-monica/ralphs-olympic-cloverfield-santa-monica-70300292"
          },
          "Ralphs",
          "245",
          "91.8%",
          "20"
        ],
        [
          {
            "text": "Ralphs Venice",
            "url": "https://aislesinventory.com/los-angeles/venice/ralphs-venice-venice-70300281"
          },
          "Ralphs",
          "245",
          "91.8%",
          "20"
        ],
        [
          {
            "text": "Ralphs Whittier",
            "url": "https://aislesinventory.com/los-angeles/whittier/ralphs-whittier-whittier-70300064"
          },
          "Ralphs",
          "245",
          "91.8%",
          "20"
        ],
        [
          {
            "text": "Ralphs Firestone Patton",
            "url": "https://aislesinventory.com/los-angeles/downey/ralphs-firestone-patton-downey-70300295"
          },
          "Ralphs",
          "244",
          "91.8%",
          "20"
        ],
        [
          {
            "text": "Ralphs Wilshire Hauser",
            "url": "https://aislesinventory.com/los-angeles/los-angeles/ralphs-wilshire-hauser-los-angeles-70300289"
          },
          "Ralphs",
          "243",
          "91.8%",
          "20"
        ],
        [
          {
            "text": "Ralphs La Mancha Center",
            "url": "https://aislesinventory.com/los-angeles/fullerton/ralphs-la-mancha-center-fullerton-70300072"
          },
          "Ralphs",
          "242",
          "91.7%",
          "20"
        ],
        [
          {
            "text": "Ralphs North Hills SC",
            "url": "https://aislesinventory.com/los-angeles/granada-hills/ralphs-north-hills-sc-granada-hills-70300704"
          },
          "Ralphs",
          "242",
          "91.7%",
          "20"
        ],
        [
          {
            "text": "Ralphs Crossroads Center",
            "url": "https://aislesinventory.com/los-angeles/fullerton/ralphs-crossroads-center-fullerton-70300067"
          },
          "Ralphs",
          "247",
          "91.5%",
          "21"
        ],
        [
          {
            "text": "Ralphs E El Segundo",
            "url": "https://aislesinventory.com/los-angeles/el-segundo/ralphs-e-el-segundo-el-segundo-70300645"
          },
          "Ralphs",
          "246",
          "91.5%",
          "21"
        ],
        [
          {
            "text": "Ralphs Studio Plaza",
            "url": "https://aislesinventory.com/los-angeles/studio-city/ralphs-studio-plaza-studio-city-70300133"
          },
          "Ralphs",
          "246",
          "91.5%",
          "21"
        ],
        [
          {
            "text": "Ralphs Rodeo Labrea",
            "url": "https://aislesinventory.com/los-angeles/los-angeles/ralphs-rodeo-labrea-los-angeles-70300283"
          },
          "Ralphs",
          "245",
          "91.4%",
          "21"
        ],
        [
          {
            "text": "Ralphs Traffic Circle",
            "url": "https://aislesinventory.com/los-angeles/long-beach/ralphs-traffic-circle-long-beach-70300186"
          },
          "Ralphs",
          "243",
          "91.4%",
          "21"
        ],
        [
          {
            "text": "Ralphs Pico San Vincente",
            "url": "https://aislesinventory.com/los-angeles/los-angeles/ralphs-pico-san-vincente-los-angeles-70300291"
          },
          "Ralphs",
          "241",
          "91.3%",
          "21"
        ],
        [
          {
            "text": "Ralphs Wiltern",
            "url": "https://aislesinventory.com/los-angeles/los-angeles/ralphs-wiltern-los-angeles-70300016"
          },
          "Ralphs",
          "243",
          "90.9%",
          "22"
        ],
        [
          {
            "text": "Ralphs Ladera Shopping Center",
            "url": "https://aislesinventory.com/los-angeles/los-angeles/ralphs-ladera-shopping-center-los-angeles-70300185"
          },
          "Ralphs",
          "246",
          "90.7%",
          "23"
        ],
        [
          {
            "text": "Ralphs Lakewood",
            "url": "https://aislesinventory.com/los-angeles/lakewood/ralphs-lakewood-lakewood-70300165"
          },
          "Ralphs",
          "246",
          "90.7%",
          "23"
        ],
        [
          {
            "text": "Ralphs South Pasadena",
            "url": "https://aislesinventory.com/los-angeles/south-pasadena/ralphs-south-pasadena-south-pasadena-70300021"
          },
          "Ralphs",
          "244",
          "90.6%",
          "23"
        ],
        [
          {
            "text": "Ralphs Third Street",
            "url": "https://aislesinventory.com/los-angeles/los-angeles/ralphs-third-street-los-angeles-70300032"
          },
          "Ralphs",
          "244",
          "90.6%",
          "23"
        ],
        [
          {
            "text": "Ralphs Victory Buena Vista",
            "url": "https://aislesinventory.com/los-angeles/burbank/ralphs-victory-buena-vista-burbank-70300648"
          },
          "Ralphs",
          "244",
          "90.6%",
          "23"
        ],
        [
          {
            "text": "Ralphs Colorado",
            "url": "https://aislesinventory.com/los-angeles/glendale/ralphs-colorado-glendale-70300060"
          },
          "Ralphs",
          "250",
          "90.4%",
          "24"
        ],
        [
          {
            "text": "Ralphs Manhattan Village Shopping Center",
            "url": "https://aislesinventory.com/los-angeles/manhattan-beach/ralphs-manhattan-village-shopping-center-manhattan-beach-70300166"
          },
          "Ralphs",
          "249",
          "90.4%",
          "24"
        ],
        [
          {
            "text": "Ralphs Temple City",
            "url": "https://aislesinventory.com/los-angeles/temple-city/ralphs-temple-city-temple-city-70300053"
          },
          "Ralphs",
          "249",
          "90.4%",
          "24"
        ],
        [
          {
            "text": "Ralphs Crescenta Plaza",
            "url": "https://aislesinventory.com/los-angeles/la-crescenta/ralphs-crescenta-plaza-la-crescenta-70300001"
          },
          "Ralphs",
          "248",
          "90.3%",
          "24"
        ],
        [
          {
            "text": "Ralphs Raintree Plaza",
            "url": "https://aislesinventory.com/los-angeles/culver-city/ralphs-raintree-plaza-culver-city-70300284"
          },
          "Ralphs",
          "248",
          "90.3%",
          "24"
        ],
        [
          {
            "text": "Ralphs Gateway Plaza SC",
            "url": "https://aislesinventory.com/los-angeles/woodland-hills/ralphs-gateway-plaza-sc-woodland-hills-70300081"
          },
          "Ralphs",
          "246",
          "90.2%",
          "24"
        ],
        [
          {
            "text": "Ralphs Studio Plaza Fuel",
            "url": "https://aislesinventory.com/los-angeles/studio-city/ralphs-studio-plaza-fuel-studio-city-70300873"
          },
          "Ralphs",
          "246",
          "90.2%",
          "24"
        ],
        [
          {
            "text": "Ralphs Marina Shopping Center",
            "url": "https://aislesinventory.com/los-angeles/long-beach/ralphs-marina-shopping-center-long-beach-70300178"
          },
          "Ralphs",
          "245",
          "90.2%",
          "24"
        ],
        [
          {
            "text": "Ralphs Burbank",
            "url": "https://aislesinventory.com/los-angeles/burbank/ralphs-burbank-burbank-70300712"
          },
          "Ralphs",
          "240",
          "90.0%",
          "24"
        ],
        [
          {
            "text": "Ralphs Glendale Wilson",
            "url": "https://aislesinventory.com/los-angeles/glendale/ralphs-glendale-wilson-glendale-70300134"
          },
          "Ralphs",
          "245",
          "89.8%",
          "25"
        ],
        [
          {
            "text": "Ralphs Sunset",
            "url": "https://aislesinventory.com/los-angeles/los-angeles/ralphs-sunset-los-angeles-70300100"
          },
          "Ralphs",
          "245",
          "89.8%",
          "25"
        ],
        [
          {
            "text": "Ralphs 9th Flower",
            "url": "https://aislesinventory.com/los-angeles/los-angeles/ralphs-9th-flower-los-angeles-70300022"
          },
          "Ralphs",
          "244",
          "89.8%",
          "25"
        ],
        [
          {
            "text": "Ralphs La Brea Marketplace",
            "url": "https://aislesinventory.com/los-angeles/west-hollywood/ralphs-la-brea-marketplace-west-hollywood-70300293"
          },
          "Ralphs",
          "260",
          "89.6%",
          "27"
        ],
        [
          {
            "text": "Ralphs La Brea",
            "url": "https://aislesinventory.com/los-angeles/los-angeles/ralphs-la-brea-los-angeles-70300039"
          },
          "Ralphs",
          "247",
          "89.5%",
          "26"
        ],
        [
          {
            "text": "Ralphs Atlantic Square",
            "url": "https://aislesinventory.com/los-angeles/monterey-park/ralphs-atlantic-square-monterey-park-70300095"
          },
          "Ralphs",
          "256",
          "89.5%",
          "27"
        ],
        [
          {
            "text": "Ralphs Magnolia Mall",
            "url": "https://aislesinventory.com/los-angeles/van-nuys/ralphs-magnolia-mall-van-nuys-70300063"
          },
          "Ralphs",
          "245",
          "89.4%",
          "26"
        ],
        [
          {
            "text": "Ralphs North Hollywood SC Magnolia Vineland SC",
            "url": "https://aislesinventory.com/los-angeles/north-hollywood/ralphs-north-hollywood-sc-magnolia-vineland-sc-north-hollywood-70300056"
          },
          "Ralphs",
          "245",
          "89.4%",
          "26"
        ],
        [
          {
            "text": "Ralphs Torrance",
            "url": "https://aislesinventory.com/los-angeles/torrance/ralphs-torrance-torrance-70300110"
          },
          "Ralphs",
          "244",
          "89.3%",
          "26"
        ],
        [
          {
            "text": "Ralphs Hawthorne",
            "url": "https://aislesinventory.com/los-angeles/hawthorne/ralphs-hawthorne-hawthorne-70300269"
          },
          "Ralphs",
          "243",
          "89.3%",
          "26"
        ],
        [
          {
            "text": "Ralphs Encino",
            "url": "https://aislesinventory.com/los-angeles/encino/ralphs-encino-encino-70300006"
          },
          "Ralphs",
          "258",
          "89.1%",
          "28"
        ],
        [
          {
            "text": "Ralphs West Pasadena",
            "url": "https://aislesinventory.com/los-angeles/pasadena/ralphs-west-pasadena-pasadena-70300743"
          },
          "Ralphs",
          "245",
          "89.0%",
          "27"
        ],
        [
          {
            "text": "Ralphs Arcadia",
            "url": "https://aislesinventory.com/los-angeles/arcadia/ralphs-arcadia-arcadia-70300041"
          },
          "Ralphs",
          "263",
          "89.0%",
          "29"
        ],
        [
          {
            "text": "Ralphs Sherman Way",
            "url": "https://aislesinventory.com/los-angeles/van-nuys/ralphs-sherman-way-van-nuys-70300047"
          },
          "Ralphs",
          "243",
          "88.9%",
          "27"
        ],
        [
          {
            "text": "Ralphs N Monterey Park",
            "url": "https://aislesinventory.com/los-angeles/monterey-park/ralphs-n-monterey-park-monterey-park-70300715"
          },
          "Ralphs",
          "248",
          "88.7%",
          "28"
        ],
        [
          {
            "text": "Ralphs Westdale S C",
            "url": "https://aislesinventory.com/los-angeles/los-angeles/ralphs-westdale-s-c-los-angeles-70300709"
          },
          "Ralphs",
          "245",
          "88.2%",
          "29"
        ],
        [
          {
            "text": "Ralphs Lincoln Loyola",
            "url": "https://aislesinventory.com/los-angeles/los-angeles/ralphs-lincoln-loyola-los-angeles-70300278"
          },
          "Ralphs",
          "250",
          "88.0%",
          "30"
        ],
        [
          {
            "text": "Ralphs Renaissance Plaza",
            "url": "https://aislesinventory.com/los-angeles/los-angeles/ralphs-renaissance-plaza-los-angeles-70300294"
          },
          "Ralphs",
          "248",
          "87.9%",
          "30"
        ],
        [
          {
            "text": "Ralphs Western Manchester",
            "url": "https://aislesinventory.com/los-angeles/los-angeles/ralphs-western-manchester-los-angeles-70300274"
          },
          "Ralphs",
          "247",
          "87.9%",
          "30"
        ],
        [
          {
            "text": "Ralphs Cerritos Plaza",
            "url": "https://aislesinventory.com/los-angeles/cerritos/ralphs-cerritos-plaza-cerritos-70300083"
          },
          "Ralphs",
          "256",
          "87.5%",
          "32"
        ],
        [
          {
            "text": "Ralphs Shoup Sherman Way",
            "url": "https://aislesinventory.com/los-angeles/canoga-park/ralphs-shoup-sherman-way-canoga-park-70300721"
          },
          "Ralphs",
          "245",
          "87.3%",
          "31"
        ],
        [
          {
            "text": "Ralphs HollyWest",
            "url": "https://aislesinventory.com/los-angeles/los-angeles/ralphs-hollywest-los-angeles-70300206"
          },
          "Ralphs",
          "248",
          "87.1%",
          "32"
        ],
        [
          {
            "text": "Ralphs Bundy",
            "url": "https://aislesinventory.com/los-angeles/los-angeles/ralphs-bundy-los-angeles-70300044"
          },
          "Ralphs",
          "246",
          "86.2%",
          "34"
        ],
        [
          {
            "text": "Ralphs Centinela La Brea",
            "url": "https://aislesinventory.com/los-angeles/inglewood/ralphs-centinela-la-brea-inglewood-70300277"
          },
          "Ralphs",
          "248",
          "85.9%",
          "35"
        ],
        [
          {
            "text": "Food 4 Less Plaza De Hacienda Shopping Center",
            "url": "https://aislesinventory.com/los-angeles/la-puente/food-4-less-plaza-de-hacienda-shopping-center-la-puente-70400369"
          },
          "Food 4 Less",
          "204",
          "85.8%",
          "29"
        ],
        [
          {
            "text": "Ralphs Chatsworth Plaza",
            "url": "https://aislesinventory.com/los-angeles/chatsworth/ralphs-chatsworth-plaza-chatsworth-70300710"
          },
          "Ralphs",
          "243",
          "85.6%",
          "35"
        ],
        [
          {
            "text": "Ralphs 120th Vermont",
            "url": "https://aislesinventory.com/los-angeles/los-angeles/ralphs-120th-vermont-los-angeles-70300266"
          },
          "Ralphs",
          "240",
          "85.4%",
          "35"
        ],
        [
          {
            "text": "Ralphs Pasadena Fuel Center",
            "url": "https://aislesinventory.com/los-angeles/pasadena/ralphs-pasadena-fuel-center-pasadena-70300896"
          },
          "Ralphs",
          "244",
          "84.8%",
          "37"
        ],
        [
          {
            "text": "Ralphs Country Hills S C",
            "url": "https://aislesinventory.com/los-angeles/torrance/ralphs-country-hills-s-c-torrance-70300728"
          },
          "Ralphs",
          "242",
          "84.7%",
          "37"
        ],
        [
          {
            "text": "Food 4 Less Fullerton",
            "url": "https://aislesinventory.com/los-angeles/fullerton/food-4-less-fullerton-fullerton-70400508"
          },
          "Food 4 Less",
          "205",
          "84.4%",
          "32"
        ],
        [
          {
            "text": "Ralphs Coldwater Ventura",
            "url": "https://aislesinventory.com/los-angeles/studio-city/ralphs-coldwater-ventura-studio-city-70300701"
          },
          "Ralphs",
          "245",
          "84.1%",
          "39"
        ],
        [
          {
            "text": "Food 4 Less Anaheim Redondo",
            "url": "https://aislesinventory.com/los-angeles/long-beach/food-4-less-anaheim-redondo-long-beach-70400762"
          },
          "Food 4 Less",
          "200",
          "84.0%",
          "32"
        ],
        [
          {
            "text": "Ralphs Canyon Plaza Fuel",
            "url": "https://aislesinventory.com/los-angeles/sun-valley/ralphs-canyon-plaza-fuel-sun-valley-70300887"
          },
          "Ralphs",
          "248",
          "83.9%",
          "40"
        ],
        [
          {
            "text": "Ralphs Canyon Plaza",
            "url": "https://aislesinventory.com/los-angeles/sun-valley/ralphs-canyon-plaza-sun-valley-70300017"
          },
          "Ralphs",
          "247",
          "83.8%",
          "40"
        ],
        [
          {
            "text": "Food 4 Less Harbor City",
            "url": "https://aislesinventory.com/los-angeles/torrance/food-4-less-harbor-city-torrance-70400368"
          },
          "Food 4 Less",
          "204",
          "82.8%",
          "35"
        ],
        [
          {
            "text": "Ralphs Central",
            "url": "https://aislesinventory.com/los-angeles/glendale/ralphs-central-glendale-70300097"
          },
          "Ralphs",
          "265",
          "82.6%",
          "46"
        ],
        [
          {
            "text": "Food 4 Less Hawaiian Gardens",
            "url": "https://aislesinventory.com/los-angeles/hawaiian-gardens/food-4-less-hawaiian-gardens-hawaiian-gardens-70400775"
          },
          "Food 4 Less",
          "213",
          "82.6%",
          "37"
        ],
        [
          {
            "text": "Food 4 Less Whittier",
            "url": "https://aislesinventory.com/los-angeles/whittier/food-4-less-whittier-whittier-70400761"
          },
          "Food 4 Less",
          "198",
          "82.3%",
          "35"
        ],
        [
          {
            "text": "Food 4 Less Boyle Heights",
            "url": "https://aislesinventory.com/los-angeles/los-angeles/food-4-less-boyle-heights-los-angeles-70400363"
          },
          "Food 4 Less",
          "202",
          "82.2%",
          "36"
        ],
        [
          {
            "text": "Food 4 Less Long Beach",
            "url": "https://aislesinventory.com/los-angeles/long-beach/food-4-less-long-beach-long-beach-70400317"
          },
          "Food 4 Less",
          "206",
          "82.0%",
          "37"
        ],
        [
          {
            "text": "Ralphs 4th Orizaba",
            "url": "https://aislesinventory.com/los-angeles/long-beach/ralphs-4th-orizaba-long-beach-70300251"
          },
          "Ralphs",
          "264",
          "81.8%",
          "48"
        ],
        [
          {
            "text": "Food 4 Less Cherry Willow",
            "url": "https://aislesinventory.com/los-angeles/signal-hill/food-4-less-cherry-willow-signal-hill-70400772"
          },
          "Food 4 Less",
          "208",
          "81.7%",
          "38"
        ],
        [
          {
            "text": "Ralphs Sunland Shopping Center",
            "url": "https://aislesinventory.com/los-angeles/sunland/ralphs-sunland-shopping-center-sunland-70300049"
          },
          "Ralphs",
          "245",
          "81.6%",
          "45"
        ],
        [
          {
            "text": "Ralphs Lake",
            "url": "https://aislesinventory.com/los-angeles/pasadena/ralphs-lake-pasadena-70300096"
          },
          "Ralphs",
          "235",
          "80.9%",
          "45"
        ],
        [
          {
            "text": "Food 4 Less Highland Park",
            "url": "https://aislesinventory.com/los-angeles/los-angeles/food-4-less-highland-park-los-angeles-70400766"
          },
          "Food 4 Less",
          "210",
          "80.0%",
          "42"
        ],
        [
          {
            "text": "Food 4 Less Anaheim",
            "url": "https://aislesinventory.com/los-angeles/anaheim/food-4-less-anaheim-anaheim-70400310"
          },
          "Food 4 Less",
          "213",
          "79.8%",
          "43"
        ],
        [
          {
            "text": "Food 4 Less Baldwin Park",
            "url": "https://aislesinventory.com/los-angeles/baldwin-park/food-4-less-baldwin-park-baldwin-park-70400396"
          },
          "Food 4 Less",
          "198",
          "79.8%",
          "40"
        ],
        [
          {
            "text": "Ralphs Century City",
            "url": "https://aislesinventory.com/los-angeles/los-angeles/ralphs-century-city-los-angeles-70300156"
          },
          "Ralphs",
          "247",
          "79.8%",
          "50"
        ],
        [
          {
            "text": "Food 4 Less Gardena",
            "url": "https://aislesinventory.com/los-angeles/gardena/food-4-less-gardena-gardena-70400350"
          },
          "Food 4 Less",
          "212",
          "79.7%",
          "43"
        ],
        [
          {
            "text": "Food 4 Less Hawthorne Ocean Gate",
            "url": "https://aislesinventory.com/los-angeles/hawthorne/food-4-less-hawthorne-ocean-gate-hawthorne-70400313"
          },
          "Food 4 Less",
          "208",
          "79.3%",
          "43"
        ],
        [
          {
            "text": "Food 4 Less W Covina",
            "url": "https://aislesinventory.com/los-angeles/west-covina/food-4-less-w-covina-west-covina-70400337"
          },
          "Food 4 Less",
          "216",
          "79.2%",
          "45"
        ],
        [
          {
            "text": "Food 4 Less Willowbrook",
            "url": "https://aislesinventory.com/los-angeles/los-angeles/food-4-less-willowbrook-los-angeles-70400378"
          },
          "Food 4 Less",
          "205",
          "79.0%",
          "43"
        ],
        [
          {
            "text": "Food 4 Less Chesterfield Square",
            "url": "https://aislesinventory.com/los-angeles/los-angeles/food-4-less-chesterfield-square-los-angeles-70400777"
          },
          "Food 4 Less",
          "210",
          "78.6%",
          "45"
        ],
        [
          {
            "text": "Food 4 Less Margarita Plaza",
            "url": "https://aislesinventory.com/los-angeles/huntington-park/food-4-less-margarita-plaza-huntington-park-70400321"
          },
          "Food 4 Less",
          "212",
          "77.8%",
          "47"
        ],
        [
          {
            "text": "Food 4 Less Bell Gardens Marketplace",
            "url": "https://aislesinventory.com/los-angeles/bell-gardens/food-4-less-bell-gardens-marketplace-bell-gardens-70400307"
          },
          "Food 4 Less",
          "212",
          "77.4%",
          "48"
        ],
        [
          {
            "text": "Food 4 Less Pico Rivera Plaza",
            "url": "https://aislesinventory.com/los-angeles/pico-rivera/food-4-less-pico-rivera-plaza-pico-rivera-70400336"
          },
          "Food 4 Less",
          "212",
          "77.4%",
          "48"
        ],
        [
          {
            "text": "Food 4 Less N Pacoima",
            "url": "https://aislesinventory.com/los-angeles/pacoima/food-4-less-n-pacoima-pacoima-70400377"
          },
          "Food 4 Less",
          "197",
          "77.2%",
          "45"
        ],
        [
          {
            "text": "Food 4 Less Los Angeles",
            "url": "https://aislesinventory.com/los-angeles/los-angeles/food-4-less-los-angeles-los-angeles-70400399"
          },
          "Food 4 Less",
          "210",
          "77.1%",
          "48"
        ],
        [
          {
            "text": "Food 4 Less Santa Fe Springs Towne Center",
            "url": "https://aislesinventory.com/los-angeles/whittier/food-4-less-santa-fe-springs-towne-center-whittier-70400383"
          },
          "Food 4 Less",
          "196",
          "77.0%",
          "45"
        ],
        [
          {
            "text": "Food 4 Less Lakewood Rosecrans",
            "url": "https://aislesinventory.com/los-angeles/downey/food-4-less-lakewood-rosecrans-downey-70400778"
          },
          "Food 4 Less",
          "215",
          "76.3%",
          "51"
        ],
        [
          {
            "text": "Food 4 Less Wilmington",
            "url": "https://aislesinventory.com/los-angeles/wilmington/food-4-less-wilmington-wilmington-70400760"
          },
          "Food 4 Less",
          "202",
          "76.2%",
          "48"
        ],
        [
          {
            "text": "Food 4 Less Panorama Towne Plaza",
            "url": "https://aislesinventory.com/los-angeles/panorama-city/food-4-less-panorama-towne-plaza-panorama-city-70400314"
          },
          "Food 4 Less",
          "208",
          "75.5%",
          "51"
        ],
        [
          {
            "text": "Food 4 Less Woodley Parthenia",
            "url": "https://aislesinventory.com/los-angeles/north-hills/food-4-less-woodley-parthenia-north-hills-70400354"
          },
          "Food 4 Less",
          "216",
          "75.5%",
          "53"
        ],
        [
          {
            "text": "Food 4 Less Jefferson Park",
            "url": "https://aislesinventory.com/los-angeles/los-angeles/food-4-less-jefferson-park-los-angeles-70400359"
          },
          "Food 4 Less",
          "199",
          "74.9%",
          "50"
        ],
        [
          {
            "text": "Food 4 Less South El Monte",
            "url": "https://aislesinventory.com/los-angeles/el-monte/food-4-less-south-el-monte-el-monte-70400338"
          },
          "Food 4 Less",
          "211",
          "74.4%",
          "54"
        ],
        [
          {
            "text": "Food 4 Less Gateway Plaza SC",
            "url": "https://aislesinventory.com/los-angeles/compton/food-4-less-gateway-plaza-sc-compton-70400379"
          },
          "Food 4 Less",
          "207",
          "74.4%",
          "53"
        ],
        [
          {
            "text": "Food 4 Less Saticoy Winnetka Center",
            "url": "https://aislesinventory.com/los-angeles/canoga-park/food-4-less-saticoy-winnetka-center-canoga-park-70400326"
          },
          "Food 4 Less",
          "215",
          "73.5%",
          "57"
        ],
        [
          {
            "text": "Food 4 Less Olympic Hoover",
            "url": "https://aislesinventory.com/los-angeles/los-angeles/food-4-less-olympic-hoover-los-angeles-70400375"
          },
          "Food 4 Less",
          "200",
          "73.0%",
          "54"
        ],
        [
          {
            "text": "Food 4 Less Pacoima Center",
            "url": "https://aislesinventory.com/los-angeles/arleta/food-4-less-pacoima-center-arleta-70400309"
          },
          "Food 4 Less",
          "213",
          "72.8%",
          "58"
        ],
        [
          {
            "text": "Food 4 Less Pasadena",
            "url": "https://aislesinventory.com/los-angeles/pasadena/food-4-less-pasadena-pasadena-70400327"
          },
          "Food 4 Less",
          "216",
          "72.7%",
          "59"
        ],
        [
          {
            "text": "Food 4 Less 6th Burlington",
            "url": "https://aislesinventory.com/los-angeles/los-angeles/food-4-less-6th-burlington-los-angeles-70400770"
          },
          "Food 4 Less",
          "214",
          "72.0%",
          "60"
        ],
        [
          {
            "text": "Food 4 Less Lynwood towne center",
            "url": "https://aislesinventory.com/los-angeles/lynwood/food-4-less-lynwood-towne-center-lynwood-70400324"
          },
          "Food 4 Less",
          "214",
          "72.0%",
          "60"
        ],
        [
          {
            "text": "Food 4 Less Maywood",
            "url": "https://aislesinventory.com/los-angeles/maywood/food-4-less-maywood-maywood-70400341"
          },
          "Food 4 Less",
          "210",
          "71.9%",
          "59"
        ],
        [
          {
            "text": "Food 4 Less WesternVenice",
            "url": "https://aislesinventory.com/los-angeles/los-angeles/food-4-less-westernvenice-los-angeles-70400381"
          },
          "Food 4 Less",
          "191",
          "71.7%",
          "54"
        ],
        [
          {
            "text": "Food 4 Less Airport Plaza",
            "url": "https://aislesinventory.com/los-angeles/van-nuys/food-4-less-airport-plaza-van-nuys-70400323"
          },
          "Food 4 Less",
          "218",
          "71.1%",
          "63"
        ],
        [
          {
            "text": "Food 4 Less Reseda",
            "url": "https://aislesinventory.com/los-angeles/los-angeles/food-4-less-reseda-los-angeles-70400348"
          },
          "Food 4 Less",
          "214",
          "69.2%",
          "66"
        ],
        [
          {
            "text": "Food 4 Less Sylmar",
            "url": "https://aislesinventory.com/los-angeles/los-angeles/food-4-less-sylmar-los-angeles-70400767"
          },
          "Food 4 Less",
          "210",
          "68.6%",
          "66"
        ],
        [
          {
            "text": "Ralphs Beverly Doheny",
            "url": "https://aislesinventory.com/los-angeles/west-hollywood/ralphs-beverly-doheny-west-hollywood-70300724"
          },
          "Ralphs",
          "237",
          "68.4%",
          "75"
        ],
        [
          {
            "text": "Food 4 Less El Sereno",
            "url": "https://aislesinventory.com/los-angeles/los-angeles/food-4-less-el-sereno-los-angeles-70400370"
          },
          "Food 4 Less",
          "192",
          "67.7%",
          "62"
        ],
        [
          {
            "text": "Food 4 Less N Hollywood",
            "url": "https://aislesinventory.com/los-angeles/north-hollywood/food-4-less-n-hollywood-north-hollywood-70400332"
          },
          "Food 4 Less",
          "207",
          "66.7%",
          "69"
        ],
        [
          {
            "text": "Food 4 Less 54th Main",
            "url": "https://aislesinventory.com/los-angeles/los-angeles/food-4-less-54th-main-los-angeles-70400344"
          },
          "Food 4 Less",
          "213",
          "66.2%",
          "72"
        ],
        [
          {
            "text": "Food 4 Less Unicentro ANGELUS",
            "url": "https://aislesinventory.com/los-angeles/los-angeles/food-4-less-unicentro-angelus-los-angeles-70400330"
          },
          "Food 4 Less",
          "219",
          "63.0%",
          "81"
        ],
        [
          {
            "text": "Food 4 Less Martin Luther King SC",
            "url": "https://aislesinventory.com/los-angeles/los-angeles/food-4-less-martin-luther-king-sc-los-angeles-70400322"
          },
          "Food 4 Less",
          "206",
          "62.6%",
          "77"
        ]
      ]
    },
    {
      "id": "more",
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      "items": [
        {
          "name": "All cities on October 31, 2026",
          "url": "https://aislesinventory.com/reports/2026-10-31"
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        {
          "name": "Los Angeles, CA store inventory",
          "url": "https://aislesinventory.com/los-angeles"
        },
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          "url": "https://aislesinventory.com/reports"
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    },
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      "title": "How this report was made",
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      "paragraphs": [
        "Snapshot: for every store and product, the most recent retailer-reported observation retrieved by the end of the report date (UTC). Observations past their freshness window count as \"status unknown\".",
        "In-stock rate: listings reported in stock or low stock, divided by listings with a reported status (in stock, low stock or out of stock). Listings whose status the retailer did not report are excluded from the rate and counted separately.",
        "Prices: store prices as reported by the retailer, including any promotion it reported. City and chain comparisons use only current readings with a price, take the median store price per product, and compare only identical products (the same Kroger product ID, which is the item’s UPC, so package sizes match). A chain pair is shown only when 10 or more products were priced at both.",
        "Aisles verified them against each store’s own records at the time shown (not an in-person shelf count). A store’s own system can occasionally be wrong or delayed."
      ]
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      "q": "What was hardest to find in the Los Angeles, CA area on October 31, 2026?",
      "a": "Batteries: 63.5% of listings with a reported status were in stock."
    },
    {
      "q": "Which chain was cheaper in the Los Angeles, CA area?",
      "a": "Food 4 Less averaged 16.2% lower prices than Ralphs across 176 identical products on October 31, 2026."
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