{
  "name": "Salon Hair Services",
  "edition_label": "October 2026",
  "edition_updated_at": "2026-10-11",
  "slug": "salon-hair-services",
  "kind": "subcategory",
  "parent_slug": "beauty-personal-care",
  "url": "https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services",
  "scope": "Verified aggregate benchmark and independent public brand research; no brand is identified as a benchmark participant.",
  "directory_status": "complete",
  "page_readiness": "published",
  "directory_notice": "Inclusion does not indicate participation in the benchmark or a Madgicx customer relationship.",
  "benchmark": {
    "status": "verified_aggregate",
    "slug": "salon-hair-services",
    "parent_slug": "beauty-personal-care",
    "cohort_scope": "exact_child",
    "median_aov_usd": 56.47,
    "p25_aov_usd": 17.16,
    "p75_aov_usd": 139.82,
    "metric_window": null,
    "scope_label": "Equal-weight AOV benchmark",
    "methodology": "Median and middle 50% of observed account-level average order values in USD, with each account weighted equally. Use this range as a comparison, not a profitability measure.",
    "read_at": "2026-10-11T14:06:55.188218+00:00",
    "period_label": "Dated snapshot",
    "citation": "Madgicx Research & Labs. Salon Hair Services account AOV: median $56.47; middle 50% $17.16 to $139.82. Snapshot read 11 October 2026. https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#benchmark",
    "source": {
      "name": "Madgicx Research & Labs",
      "url": "https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#benchmark"
    }
  },
  "metric_definitions": [],
  "metric_definitions_scope": "Definitions only; no ACV, MRR or ARPU benchmark or measured correlation is supplied.",
  "brands": [
    {
      "id": "k-hair-studio-london",
      "name": "K Hair Studio London",
      "segment": "Salon hair services",
      "url": "https://k-hairstudio.com/services/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://k-hairstudio.com/services/"
        }
      ]
    },
    {
      "id": "hair-culture",
      "name": "Hair Culture",
      "segment": "Salon hair services",
      "url": "https://hairculturesalon.co.uk/all-services/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://hairculturesalon.co.uk/all-services/"
        }
      ]
    },
    {
      "id": "got2ask-hair-studio",
      "name": "Got2Ask Hair Studio",
      "segment": "Salon hair services",
      "url": "https://www.got2ask.com/services.html",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.got2ask.com/services.html"
        }
      ]
    },
    {
      "id": "haug-london-haus",
      "name": "Haug London Haus",
      "segment": "Salon hair services",
      "url": "https://www.hauglondon.com/services",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.hauglondon.com/services"
        }
      ]
    },
    {
      "id": "nevada-hair-studio",
      "name": "Nevada Hair Studio",
      "segment": "Salon hair services",
      "url": "https://nevadahairstudio.co.uk/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://nevadahairstudio.co.uk/"
        }
      ]
    },
    {
      "id": "toned-hair-studio",
      "name": "TONED. Hair Studio",
      "segment": "Salon hair services",
      "url": "https://tonedglasgow.com/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://tonedglasgow.com/"
        }
      ]
    },
    {
      "id": "hair-at-no-9",
      "name": "HAIR AT No.9",
      "segment": "Salon hair services",
      "url": "https://hairatno9.ie/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://hairatno9.ie/"
        }
      ]
    },
    {
      "id": "house-of-colour",
      "name": "House of Colour",
      "segment": "Salon hair services",
      "url": "https://houseofcolour.ie/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://houseofcolour.ie/"
        }
      ]
    },
    {
      "id": "vogue-hair-studio",
      "name": "Vogue Hair Studio",
      "segment": "Salon hair services",
      "url": "https://voguehairstudio.ie/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://voguehairstudio.ie/"
        }
      ]
    },
    {
      "id": "haku",
      "name": "Haku",
      "segment": "Salon hair services",
      "url": "https://www.haku.ie/treatments/haircuts",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.haku.ie/treatments/haircuts"
        }
      ]
    },
    {
      "id": "mc-hair-salon",
      "name": "MC Hair Salon",
      "segment": "Salon hair services",
      "url": "https://mchairsalon.com.au/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://mchairsalon.com.au/"
        }
      ]
    },
    {
      "id": "cuts-and-colours",
      "name": "Cuts and Colours",
      "segment": "Salon hair services",
      "url": "https://www.cutsandcolours.com.au/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.cutsandcolours.com.au/"
        }
      ]
    },
    {
      "id": "tony-shamas-hair-salon",
      "name": "Tony Shamas Hair Salon",
      "segment": "Salon hair services",
      "url": "https://tonyshamas.ca/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://tonyshamas.ca/"
        }
      ]
    },
    {
      "id": "evolve-hair-studio",
      "name": "Evolve Hair Studio",
      "segment": "Salon hair services",
      "url": "https://www.evolvesalon.ca/hair-services-toronto",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.evolvesalon.ca/hair-services-toronto"
        }
      ]
    },
    {
      "id": "eclat-beauty-studio",
      "name": "Éclat Beauty Studio",
      "segment": "Salon hair services",
      "url": "https://eclatbeauty.ca/salon/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://eclatbeauty.ca/salon/"
        }
      ]
    },
    {
      "id": "chroma-hair",
      "name": "Chroma Hair",
      "segment": "Salon hair services",
      "url": "https://www.chromamelbourne.com/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.chromamelbourne.com/"
        }
      ]
    },
    {
      "id": "veloro-hair-salon",
      "name": "Veloro Hair Salon",
      "segment": "Salon hair services",
      "url": "https://veloro.ca/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://veloro.ca/"
        }
      ]
    },
    {
      "id": "saint-james-hair",
      "name": "Saint James Hair",
      "segment": "Salon hair services",
      "url": "https://stjameshair.com.au/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://stjameshair.com.au/"
        }
      ]
    },
    {
      "id": "figaro-hair-salon",
      "name": "Figaro Hair Salon",
      "segment": "Salon hair services",
      "url": "https://www.figarosalon.com/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.figarosalon.com/"
        }
      ]
    },
    {
      "id": "abbey-hairstylist",
      "name": "Abbey Hairstylist",
      "segment": "Salon hair services",
      "url": "https://www.abbeyhairstylist.com/services",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.abbeyhairstylist.com/services"
        }
      ]
    },
    {
      "id": "headfirst-the-hair-specialist",
      "name": "Headfirst The Hair Specialist",
      "segment": "Salon hair services",
      "url": "https://www.headfirstsalon.co.uk/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.headfirstsalon.co.uk/"
        }
      ]
    },
    {
      "id": "bragg-hair-studio",
      "name": "Bragg Hair Studio",
      "segment": "Salon hair services",
      "url": "https://www.bragghairstudio.co.uk/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.bragghairstudio.co.uk/"
        }
      ]
    },
    {
      "id": "roots-hair-salon",
      "name": "Roots Hair Salon",
      "segment": "Salon hair services",
      "url": "https://www.rootshairredland.co.uk/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.rootshairredland.co.uk/"
        }
      ]
    },
    {
      "id": "red-door-hair-studio",
      "name": "Red Door Hair Studio",
      "segment": "Salon hair services",
      "url": "https://reddoorhair.co.uk/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://reddoorhair.co.uk/"
        }
      ]
    },
    {
      "id": "haus-of-xs",
      "name": "HAUS OF XS",
      "segment": "Salon hair services",
      "url": "https://www.hausofxs.co.uk/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.hausofxs.co.uk/"
        }
      ]
    },
    {
      "id": "fwresh-salon-barbershop",
      "name": "Fwresh Salon & Barbershop",
      "segment": "Salon hair services",
      "url": "https://fwreshbarbershop.com/services",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://fwreshbarbershop.com/services"
        }
      ]
    },
    {
      "id": "trianon-salon",
      "name": "Trianon Salon",
      "segment": "Salon hair services",
      "url": "https://www.trianonsalon.com/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.trianonsalon.com/"
        }
      ]
    },
    {
      "id": "eclipse-salon-chicago",
      "name": "Eclipse Salon-Chicago",
      "segment": "Salon hair services",
      "url": "https://www.eclipsesalon-chicago.com/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.eclipsesalon-chicago.com/"
        }
      ]
    },
    {
      "id": "b2-beauty-barber",
      "name": "B2 Beauty & Barber",
      "segment": "Salon hair services",
      "url": "https://www.b2beautyandbarber.com/services",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.b2beautyandbarber.com/services"
        }
      ]
    },
    {
      "id": "eurocuts",
      "name": "Eurocuts",
      "segment": "Salon hair services",
      "url": "https://eurocutspdx.com/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://eurocutspdx.com/"
        }
      ]
    },
    {
      "id": "style-smile-beauty-salon",
      "name": "Style & Smile Beauty Salon",
      "segment": "Salon hair services",
      "url": "https://www.stylesmilebeautysalon.com/haircuts",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.stylesmilebeautysalon.com/haircuts"
        }
      ]
    },
    {
      "id": "hola-hair-salon",
      "name": "Hola Hair Salon",
      "segment": "Salon hair services",
      "url": "https://www.holahairsalon.com/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.holahairsalon.com/"
        }
      ]
    },
    {
      "id": "stylus",
      "name": "Stylus",
      "segment": "Salon hair services",
      "url": "https://www.stylusseattle.net/hair-services",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.stylusseattle.net/hair-services"
        }
      ]
    },
    {
      "id": "oak-salon",
      "name": "Oak Salon",
      "segment": "Salon hair services",
      "url": "https://www.oakseattle.com/services",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.oakseattle.com/services"
        }
      ]
    },
    {
      "id": "twilight-hair-salon",
      "name": "Twilight Hair Salon",
      "segment": "Salon hair services",
      "url": "https://twilighthair.com/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://twilighthair.com/"
        }
      ]
    },
    {
      "id": "wave-of-lake-salon",
      "name": "Wave of Lake Salon",
      "segment": "Salon hair services",
      "url": "https://waveoflakesalon.us/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://waveoflakesalon.us/"
        }
      ]
    },
    {
      "id": "sil-la-belle-salon",
      "name": "Sil La Belle Salon",
      "segment": "Salon hair services",
      "url": "https://sillabellesalon.com/hair-salon-lincoln-square/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://sillabellesalon.com/hair-salon-lincoln-square/"
        }
      ]
    },
    {
      "id": "pascal-salon",
      "name": "Pascal Salon",
      "segment": "Salon hair services",
      "url": "https://pascalsalon.com/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://pascalsalon.com/"
        }
      ]
    },
    {
      "id": "lombardi-s-on-the-avenue",
      "name": "Lombardi's On The Avenue",
      "segment": "Salon hair services",
      "url": "https://www.lombardisontheavenue.com/services/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.lombardisontheavenue.com/services/"
        }
      ]
    },
    {
      "id": "open-hair-miami-salon",
      "name": "Open Hair Miami Salon",
      "segment": "Salon hair services",
      "url": "https://openhairmiami.com/experiences/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://openhairmiami.com/experiences/"
        }
      ]
    },
    {
      "id": "aries-salon",
      "name": "Aries Salon",
      "segment": "Salon hair services",
      "url": "https://ariessalonaz.com/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://ariessalonaz.com/"
        }
      ]
    },
    {
      "id": "rubia-correa-salon",
      "name": "Rubia Correa Salon",
      "segment": "Salon hair services",
      "url": "https://rubiacorreasalon.com/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://rubiacorreasalon.com/"
        }
      ]
    },
    {
      "id": "valash-studio-miami",
      "name": "Valash Studio Miami",
      "segment": "Salon hair services",
      "url": "https://valashstudiomiami.com/hair-services/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://valashstudiomiami.com/hair-services/"
        }
      ]
    },
    {
      "id": "hairports-by-ova",
      "name": "Hairports by OVA",
      "segment": "Salon hair services",
      "url": "https://hairportsmiami.com/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://hairportsmiami.com/"
        }
      ]
    },
    {
      "id": "omnia-salon",
      "name": "Omnia Salon",
      "segment": "Salon hair services",
      "url": "https://omniasalon.com/hair-services",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://omniasalon.com/hair-services"
        }
      ]
    },
    {
      "id": "cutter-s-cottage",
      "name": "Cutter's Cottage",
      "segment": "Salon hair services",
      "url": "https://www.cutterscottage.com/services",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.cutterscottage.com/services"
        }
      ]
    },
    {
      "id": "hair-by-mandi",
      "name": "Hair by Mandi",
      "segment": "Salon hair services",
      "url": "https://mandibyhair.com/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://mandibyhair.com/"
        }
      ]
    },
    {
      "id": "red-square-hair-salon",
      "name": "Red Square Hair Salon",
      "segment": "Salon hair services",
      "url": "https://www.redsquarehairsalon.com/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.redsquarehairsalon.com/"
        }
      ]
    },
    {
      "id": "ysv-hair-salon",
      "name": "YSV Hair Salon",
      "segment": "Salon hair services",
      "url": "https://ysvhairsalon.com/services/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://ysvhairsalon.com/services/"
        }
      ]
    },
    {
      "id": "birds-barbershop",
      "name": "Birds Barbershop",
      "segment": "Salon hair services",
      "url": "https://birdsbarbershop.com/services/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://birdsbarbershop.com/services/"
        }
      ]
    },
    {
      "id": "zara-barbershop",
      "name": "Zara Barbershop",
      "segment": "Salon hair services",
      "url": "https://zarasbarbershopaz.com/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://zarasbarbershopaz.com/"
        }
      ]
    },
    {
      "id": "shorty-s-barber-shop",
      "name": "Shorty's Barber Shop",
      "segment": "Salon hair services",
      "url": "https://www.shortysbarbershop.com/services",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.shortysbarbershop.com/services"
        }
      ]
    },
    {
      "id": "urban-class-barbershop",
      "name": "Urban Class Barbershop",
      "segment": "Salon hair services",
      "url": "https://urbanclassbarbershop.com/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://urbanclassbarbershop.com/"
        }
      ]
    },
    {
      "id": "scout-s-barbershop",
      "name": "Scout's Barbershop",
      "segment": "Salon hair services",
      "url": "https://scoutsbarbershop.com/services/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://scoutsbarbershop.com/services/"
        }
      ]
    },
    {
      "id": "mahbod-style",
      "name": "Mahbod Style",
      "segment": "Salon hair services",
      "url": "https://mahbodstyle.com/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://mahbodstyle.com/"
        }
      ]
    },
    {
      "id": "truman-grey-salon-and-market",
      "name": "Truman Grey Salon and Market",
      "segment": "Salon hair services",
      "url": "https://www.trumangrey.com/services",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.trumangrey.com/services"
        }
      ]
    },
    {
      "id": "2am-hair-studio",
      "name": "2AM Hair Studio",
      "segment": "Salon hair services",
      "url": "https://www.2amhairstudio.com/services",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.2amhairstudio.com/services"
        }
      ]
    },
    {
      "id": "rachels-hair-salon",
      "name": "Rachel’s Hair Salon",
      "segment": "Salon hair services",
      "url": "https://www.rachelshairsalon.com/services",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.rachelshairsalon.com/services"
        }
      ]
    },
    {
      "id": "bloom-beauty",
      "name": "Bloom Beauty",
      "segment": "Salon hair services",
      "url": "https://www.bloombeauty.ca/hair-services-ottawa",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.bloombeauty.ca/hair-services-ottawa"
        }
      ]
    },
    {
      "id": "spring-hair-studio",
      "name": "Spring Hair Studio",
      "segment": "Salon hair services",
      "url": "https://www.springhairstudio.com/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.springhairstudio.com/"
        }
      ]
    },
    {
      "id": "edison-hair-salon",
      "name": "Edison Hair Salon",
      "segment": "Salon hair services",
      "url": "https://www.edisonhairsalon.com/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.edisonhairsalon.com/"
        }
      ]
    },
    {
      "id": "brush-salon",
      "name": "BRUSH Salon",
      "segment": "Salon hair services",
      "url": "https://www.brushsalon.ca/pages/services",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.brushsalon.ca/pages/services"
        }
      ]
    },
    {
      "id": "salon-bliss",
      "name": "Salon Bliss",
      "segment": "Salon hair services",
      "url": "https://salonblissottawa.com/hair-services-ottawa/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://salonblissottawa.com/hair-services-ottawa/"
        }
      ]
    },
    {
      "id": "rush-salon",
      "name": "Rush Salon",
      "segment": "Salon hair services",
      "url": "https://www.rushsalon.ca/services",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.rushsalon.ca/services"
        }
      ]
    },
    {
      "id": "prep-hair",
      "name": "Prep Hair",
      "segment": "Salon hair services",
      "url": "https://www.prephair.com/services",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.prephair.com/services"
        }
      ]
    },
    {
      "id": "oro-hair-studio",
      "name": "Oro Hair Studio",
      "segment": "Salon hair services",
      "url": "https://www.orohairstudio.ca/services",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.orohairstudio.ca/services"
        }
      ]
    },
    {
      "id": "verde-salon",
      "name": "Verde Salon",
      "segment": "Salon hair services",
      "url": "https://www.verdesalon.ca/services/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.verdesalon.ca/services/"
        }
      ]
    },
    {
      "id": "f-a-b-hair-company",
      "name": "F.A.B Hair Company",
      "segment": "Salon hair services",
      "url": "https://fabhaircompany.co.nz/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://fabhaircompany.co.nz/"
        }
      ]
    },
    {
      "id": "belle-arti-hair-studio",
      "name": "Belle Arti Hair Studio",
      "segment": "Salon hair services",
      "url": "https://www.belleartihairstudio.com.au/hair-styling-and-services",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.belleartihairstudio.com.au/hair-styling-and-services"
        }
      ]
    },
    {
      "id": "keturah",
      "name": "Keturah",
      "segment": "Salon hair services",
      "url": "https://www.keturah.com.au/spa-skin-treatments/hair-services/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.keturah.com.au/spa-skin-treatments/hair-services/"
        }
      ]
    },
    {
      "id": "fariha-beauty",
      "name": "Fariha Beauty",
      "segment": "Salon hair services",
      "url": "https://farihabeauty.com.au/our-services/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://farihabeauty.com.au/our-services/"
        }
      ]
    },
    {
      "id": "jmd-hair-art",
      "name": "JMD Hair Art",
      "segment": "Salon hair services",
      "url": "https://jmdhairart.com.au/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://jmdhairart.com.au/"
        }
      ]
    },
    {
      "id": "jacques-hair-design",
      "name": "Jacques Hair Design",
      "segment": "Salon hair services",
      "url": "https://jacqueshairdesign.co.nz/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://jacqueshairdesign.co.nz/"
        }
      ]
    },
    {
      "id": "hair-dare-you",
      "name": "Hair Dare You",
      "segment": "Salon hair services",
      "url": "https://www.hairdareyou.com.au/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.hairdareyou.com.au/"
        }
      ]
    },
    {
      "id": "bigoudee-coiffure",
      "name": "Bigoudee Coiffure",
      "segment": "Salon hair services",
      "url": "https://bigoudee.com.au/haircut-perth/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://bigoudee.com.au/haircut-perth/"
        }
      ]
    },
    {
      "id": "blush-hair-studio-perth",
      "name": "Blush Hair Studio Perth",
      "segment": "Salon hair services",
      "url": "https://www.blushstudio.com.au/services",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.blushstudio.com.au/services"
        }
      ]
    },
    {
      "id": "buoy-salon",
      "name": "Buoy Salon",
      "segment": "Salon hair services",
      "url": "https://buoy.co.nz/pages/salon-pricing",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://buoy.co.nz/pages/salon-pricing"
        }
      ]
    },
    {
      "id": "kiki-barbershop",
      "name": "KIKI Barbershop",
      "segment": "Salon hair services",
      "url": "https://kikibarber.com/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://kikibarber.com/"
        }
      ]
    },
    {
      "id": "modern-man-barbershop",
      "name": "Modern Man Barbershop",
      "segment": "Salon hair services",
      "url": "https://mmbarbershop.com/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://mmbarbershop.com/"
        }
      ]
    },
    {
      "id": "jam-hair-co",
      "name": "Jam Hair Co.",
      "segment": "Salon hair services",
      "url": "https://jamhair.co.nz/services/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://jamhair.co.nz/services/"
        }
      ]
    },
    {
      "id": "dukes-barbers",
      "name": "Dukes Barbers",
      "segment": "Salon hair services",
      "url": "https://www.dukesbarbers.co.nz/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.dukesbarbers.co.nz/"
        }
      ]
    },
    {
      "id": "toni-guy",
      "name": "TONI&GUY",
      "segment": "Salon hair services",
      "url": "https://www.toniandguy.com.au/salons/vic-locations/brighton/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.toniandguy.com.au/salons/vic-locations/brighton/"
        }
      ]
    },
    {
      "id": "sublime-hair-design",
      "name": "Sublime Hair Design",
      "segment": "Salon hair services",
      "url": "https://www.sublimehairdesign.com.au/services",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.sublimehairdesign.com.au/services"
        }
      ]
    },
    {
      "id": "summer-rose-hairdressing",
      "name": "Summer Rose Hairdressing",
      "segment": "Salon hair services",
      "url": "https://www.summerrosehairdressing.co.uk/services",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.summerrosehairdressing.co.uk/services"
        }
      ]
    },
    {
      "id": "hello-you-studio",
      "name": "Hello You! Studio",
      "segment": "Salon hair services",
      "url": "https://www.helloyouhairstyling.co.uk/services",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.helloyouhairstyling.co.uk/services"
        }
      ]
    },
    {
      "id": "studio210",
      "name": "Studio210",
      "segment": "Salon hair services",
      "url": "https://www.studio210hair.co.uk/services",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.studio210hair.co.uk/services"
        }
      ]
    },
    {
      "id": "revelations-hair",
      "name": "Revelations Hair",
      "segment": "Salon hair services",
      "url": "https://www.revelations.hair/services/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.revelations.hair/services/"
        }
      ]
    },
    {
      "id": "flicks-hair",
      "name": "Flicks Hair",
      "segment": "Salon hair services",
      "url": "https://www.flickshair.com/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.flickshair.com/"
        }
      ]
    },
    {
      "id": "hair-by-ruth-codinha",
      "name": "Hair by Ruth Codinha",
      "segment": "Salon hair services",
      "url": "https://www.hairbyruthcodinha.co.uk/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.hairbyruthcodinha.co.uk/"
        }
      ]
    },
    {
      "id": "jacks-buckley",
      "name": "Jacks & Buckley",
      "segment": "Salon hair services",
      "url": "https://jacksandbuckley.com/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://jacksandbuckley.com/"
        }
      ]
    },
    {
      "id": "shine-hair",
      "name": "Shine Hair",
      "segment": "Salon hair services",
      "url": "https://www.shinehairgroup.com/prices",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.shinehairgroup.com/prices"
        }
      ]
    },
    {
      "id": "cutting-edge-hair-salon",
      "name": "Cutting Edge Hair Salon",
      "segment": "Salon hair services",
      "url": "https://cuttingedgehairsalon.co.uk/services",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://cuttingedgehairsalon.co.uk/services"
        }
      ]
    },
    {
      "id": "ciscos-karma",
      "name": "Ciscos Karma",
      "segment": "Salon hair services",
      "url": "https://ciscoskarma.com/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://ciscoskarma.com/"
        }
      ]
    },
    {
      "id": "santoro-hair-salon",
      "name": "Santoro Hair Salon",
      "segment": "Salon hair services",
      "url": "https://santorohairsalon.co.uk/about-us",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://santorohairsalon.co.uk/about-us"
        }
      ]
    },
    {
      "id": "sultan-hair-beauty",
      "name": "Sultan Hair & Beauty",
      "segment": "Salon hair services",
      "url": "https://sultanbeauty.co.uk/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://sultanbeauty.co.uk/"
        }
      ]
    },
    {
      "id": "tina-s-hair-salon",
      "name": "Tina's Hair Salon",
      "segment": "Salon hair services",
      "url": "https://tinashairsalonbrighton.com/services/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://tinashairsalonbrighton.com/services/"
        }
      ]
    },
    {
      "id": "equate-hair",
      "name": "Equate Hair",
      "segment": "Salon hair services",
      "url": "https://equatehair.co.uk/services/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://equatehair.co.uk/services/"
        }
      ]
    },
    {
      "id": "innovative-hair-beauty",
      "name": "Innovative Hair Beauty",
      "segment": "Salon hair services",
      "url": "https://innovativehairbeauty.com/services/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://innovativehairbeauty.com/services/"
        }
      ]
    },
    {
      "id": "rj-hair-salon-spa",
      "name": "RJ Hair Salon & Spa",
      "segment": "Salon hair services",
      "url": "https://rjhairsalonspa.ca/",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://rjhairsalonspa.ca/"
        }
      ]
    },
    {
      "id": "taboo-hair-salon",
      "name": "Taboo Hair Salon",
      "segment": "Salon hair services",
      "url": "https://www.taboohairsalon.co.nz/salon/services.html",
      "description": "",
      "sources": [
        {
          "name": "Category evidence",
          "url": "https://www.taboohairsalon.co.nz/salon/services.html"
        }
      ]
    }
  ],
  "answers": [
    {
      "group": "In this category",
      "id": "answer-hair-consultation-stage",
      "question": "Why distinguish colour consultations from paid colour appointments?",
      "text": "TONI&GUY recommends a consultation to discuss hair goals before booking. Separate consultation requests, attended consultations and completed colour services. An enquiry does not establish the final treatment choice, appointment price or realized revenue.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#answer-hair-consultation-stage",
      "citation": "Madgicx Research & Labs. Salon Hair Services. Why distinguish colour consultations from paid colour appointments? TONI&GUY recommends a consultation to discuss hair goals before booking. Separate consultation requests, attended consultations and completed colour services. An enquiry does not establish the final treatment choice, appointment price or realized revenue.  Source: https://toniandguy.com/pages/services Answer: https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#answer-hair-consultation-stage",
      "source_url": "https://toniandguy.com/pages/services"
    },
    {
      "group": "In this category",
      "id": "answer-hair-stylist-tier",
      "question": "Can stylist level affect the interpretation of salon ticket value?",
      "text": "TONI&GUY Enfield lists cut-and-finish prices by stylist level. Analyze completed tickets by service and stylist tier before attributing an average-ticket change to ads. One location's published menu is not a market-wide benchmark.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#answer-hair-stylist-tier",
      "citation": "Madgicx Research & Labs. Salon Hair Services. Can stylist level affect the interpretation of salon ticket value? TONI&GUY Enfield lists cut-and-finish prices by stylist level. Analyze completed tickets by service and stylist tier before attributing an average-ticket change to ads. One location's published menu is not a market-wide benchmark.  Source: https://toniandguy.com/salon/enfield/services Answer: https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#answer-hair-stylist-tier",
      "source_url": "https://toniandguy.com/salon/enfield/services"
    },
    {
      "group": "In this category",
      "id": "answer-hair-cut-colour-creative",
      "question": "Which salon service differences belong in ad creative?",
      "text": "TONI&GUY separates cut, colour, treatment and finish services. Identify the service demonstrated and what the appointment includes. A styling result alone can leave the visitor uncertain whether the offer is a cut, colour or blow-dry.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#answer-hair-cut-colour-creative",
      "citation": "Madgicx Research & Labs. Salon Hair Services. Which salon service differences belong in ad creative? TONI&GUY separates cut, colour, treatment and finish services. Identify the service demonstrated and what the appointment includes. A styling result alone can leave the visitor uncertain whether the offer is a cut, colour or blow-dry.  Source: https://toniandguy.com/pages/services Answer: https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#answer-hair-cut-colour-creative",
      "source_url": "https://toniandguy.com/pages/services"
    },
    {
      "group": "In this category",
      "id": "answer-hair-quote-booking",
      "question": "How should consultation-priced colour changes appear on a landing page?",
      "text": "TONI&GUY Enfield marks some services as priced by consultation. Route those visitors to the appropriate consultation and avoid treating a starting price as a universal final quote. Keep quote requests distinct from confirmed paid appointments.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#answer-hair-quote-booking",
      "citation": "Madgicx Research & Labs. Salon Hair Services. How should consultation-priced colour changes appear on a landing page? TONI&GUY Enfield marks some services as priced by consultation. Route those visitors to the appropriate consultation and avoid treating a starting price as a universal final quote. Keep quote requests distinct from confirmed paid appointments.  Source: https://toniandguy.com/salon/enfield/services Answer: https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#answer-hair-quote-booking",
      "source_url": "https://toniandguy.com/salon/enfield/services"
    },
    {
      "group": "Read the benchmark",
      "id": "answer-median-aov",
      "question": "What is the average order value benchmark for Salon Hair Services?",
      "text": "The median account AOV for Salon Hair Services is $56.47 USD. This is the middle account-level average order value in the benchmark.",
      "context": "USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026.",
      "url": "https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#answer-median-aov",
      "citation": "Madgicx Research & Labs. Salon Hair Services. What is the average order value benchmark for Salon Hair Services? The median account AOV for Salon Hair Services is $56.47 USD. This is the middle account-level average order value in the benchmark. USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026. Source: https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#benchmark Answer: https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#answer-median-aov",
      "source_url": "https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#benchmark"
    },
    {
      "group": "Read the benchmark",
      "id": "answer-aov-range",
      "question": "What is the typical AOV range in Salon Hair Services?",
      "text": "The middle 50% of account AOVs runs from $17.16 to $139.82 USD. This is the interquartile range, not the minimum and maximum.",
      "context": "USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026.",
      "url": "https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#answer-aov-range",
      "citation": "Madgicx Research & Labs. Salon Hair Services. What is the typical AOV range in Salon Hair Services? The middle 50% of account AOVs runs from $17.16 to $139.82 USD. This is the interquartile range, not the minimum and maximum. USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026. Source: https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#benchmark Answer: https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#answer-aov-range",
      "source_url": "https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#benchmark"
    },
    {
      "group": "Read the benchmark",
      "id": "answer-lower-quartile-aov",
      "question": "What is the lower-quartile AOV?",
      "text": "The 25th-percentile account AOV is $17.16 USD. It marks the lower edge of the middle 50% of this distribution.",
      "context": "USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026.",
      "url": "https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#answer-lower-quartile-aov",
      "citation": "Madgicx Research & Labs. Salon Hair Services. What is the lower-quartile AOV? The 25th-percentile account AOV is $17.16 USD. It marks the lower edge of the middle 50% of this distribution. USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026. Source: https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#benchmark Answer: https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#answer-lower-quartile-aov",
      "source_url": "https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#benchmark"
    },
    {
      "group": "Read the benchmark",
      "id": "answer-upper-quartile-aov",
      "question": "What is the upper-quartile AOV?",
      "text": "The 75th-percentile account AOV is $139.82 USD. It marks the upper edge of the middle 50%, not a performance target.",
      "context": "USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026.",
      "url": "https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#answer-upper-quartile-aov",
      "citation": "Madgicx Research & Labs. Salon Hair Services. What is the upper-quartile AOV? The 75th-percentile account AOV is $139.82 USD. It marks the upper edge of the middle 50%, not a performance target. USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026. Source: https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#benchmark Answer: https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#answer-upper-quartile-aov",
      "source_url": "https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#benchmark"
    },
    {
      "group": "Read the benchmark",
      "id": "answer-aov-calculation",
      "question": "What does this AOV benchmark show?",
      "text": "Median and middle 50% of observed account-level average order values in USD, with each account weighted equally. Use this range as a comparison, not a profitability measure.",
      "context": "USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026.",
      "url": "https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#answer-aov-calculation",
      "citation": "Madgicx Research & Labs. Salon Hair Services. What does this AOV benchmark show? Median and middle 50% of observed account-level average order values in USD, with each account weighted equally. Use this range as a comparison, not a profitability measure. USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026. Source: https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#benchmark Answer: https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#answer-aov-calculation",
      "source_url": "https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#benchmark"
    },
    {
      "group": "Put it in context",
      "id": "answer-median-or-mean",
      "question": "Is this the mean AOV across all orders?",
      "text": "No. It is the median of account-level average order values. Each account receives equal weight; it is not a pooled average of every order.",
      "context": "USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026.",
      "url": "https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#answer-median-or-mean",
      "citation": "Madgicx Research & Labs. Salon Hair Services. Is this the mean AOV across all orders? No. It is the median of account-level average order values. Each account receives equal weight; it is not a pooled average of every order. USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026. Source: https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#benchmark Answer: https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#answer-median-or-mean",
      "source_url": "https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#benchmark"
    },
    {
      "group": "Put it in context",
      "id": "answer-benchmark-period",
      "question": "When was this benchmark snapshot read?",
      "text": "The snapshot was read on 11 October 2026.",
      "context": "USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026.",
      "url": "https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#answer-benchmark-period",
      "citation": "Madgicx Research & Labs. Salon Hair Services. When was this benchmark snapshot read? The snapshot was read on 11 October 2026. USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026. Source: https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#benchmark Answer: https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#answer-benchmark-period",
      "source_url": "https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#benchmark"
    },
    {
      "group": "Put it in context",
      "id": "answer-benchmark-coverage",
      "question": "Which industry or subcategory does this benchmark cover?",
      "text": "This benchmark covers exact Salon Hair Services classifications under Beauty & Personal Care. It excludes the parent industry and sibling subcategories.",
      "context": "USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026.",
      "url": "https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#answer-benchmark-coverage",
      "citation": "Madgicx Research & Labs. Salon Hair Services. Which industry or subcategory does this benchmark cover? This benchmark covers exact Salon Hair Services classifications under Beauty & Personal Care. It excludes the parent industry and sibling subcategories. USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026. Source: https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#benchmark Answer: https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#answer-benchmark-coverage",
      "source_url": "https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#benchmark"
    },
    {
      "group": "Put it in context",
      "id": "answer-compare-aov",
      "question": "How can I compare my AOV with this benchmark?",
      "text": "Enter your AOV in USD in the comparison field above. It shows the difference from the median and whether your value falls below, within or above the middle 50%. Your entered amount stays on this page.",
      "context": "USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026.",
      "url": "https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#answer-compare-aov",
      "citation": "Madgicx Research & Labs. Salon Hair Services. How can I compare my AOV with this benchmark? Enter your AOV in USD in the comparison field above. It shows the difference from the median and whether your value falls below, within or above the middle 50%. Your entered amount stays on this page. USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026. Source: https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#benchmark Answer: https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#answer-compare-aov",
      "source_url": "https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#benchmark"
    },
    {
      "group": "Put it in context",
      "id": "answer-aov-performance",
      "question": "Does an above-median AOV mean better advertising performance?",
      "text": "The comparison describes position in the account AOV distribution, not profitability. It is not a performance score.",
      "context": "USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026.",
      "url": "https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#answer-aov-performance",
      "citation": "Madgicx Research & Labs. Salon Hair Services. Does an above-median AOV mean better advertising performance? The comparison describes position in the account AOV distribution, not profitability. It is not a performance score. USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026. Source: https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#benchmark Answer: https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#answer-aov-performance",
      "source_url": "https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#benchmark"
    },
    {
      "group": "Use this research",
      "id": "answer-download-research",
      "question": "Can I download this industry research?",
      "text": "The exports section provides this edition in Markdown and JSON, along with a research index. Credit Madgicx Research & Labs and link to the exact source. Keep its snapshot date and scope.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#answer-download-research",
      "citation": "Madgicx Research & Labs. Salon Hair Services. Can I download this industry research? The exports section provides this edition in Markdown and JSON, along with a research index. Credit Madgicx Research & Labs and link to the exact source. Keep its snapshot date and scope.  Source: https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#reuse Answer: https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#answer-download-research",
      "source_url": "https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#reuse"
    },
    {
      "group": "Use this research",
      "id": "answer-cite-research",
      "question": "How should I cite a finding from this page?",
      "text": "Credit Madgicx Research & Labs and link to the exact source. Keep its snapshot date and scope.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#answer-cite-research",
      "citation": "Madgicx Research & Labs. Salon Hair Services. How should I cite a finding from this page? Credit Madgicx Research & Labs and link to the exact source. Keep its snapshot date and scope.  Source: https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#reuse Answer: https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#answer-cite-research",
      "source_url": "https://madgicx.com/labs/industries/beauty-personal-care/salon-hair-services#reuse"
    }
  ]
}