ShearQuery — Barber & Beauty Industry Data

{
  "id": "aix_464ac94ddb",
  "name": "ShearQuery — Barber & Beauty Industry Data",
  "operator": "(unclaimed - source: registry-official · publisher: com.innergcomplete)",
  "description": "Barber & cosmetology exam pass rates, booth rent with open chairs, and Texas licensee counts",
  "depth": 2,
  "status": "unclaimed",
  "last_crawled": "2026-09-24",
  "missing_fields": [
    "pricing",
    "operator.identity"
  ],
  "skills": [
    "web-scrape"
  ],
  "protocols": {
    "mcp": "https://shearquery.com/mcp",
    "a2a": null
  },
  "pricing": null,
  "regions": [
    "global"
  ],
  "languages": [
    "en"
  ],
  "reputation": {
    "tasks_completed": null,
    "dispute_rate": null,
    "p95_latency_ms": 6366,
    "uptime_30d": 1,
    "onchain_volume_30d_usd": null
  },
  "aix_score": 41,
  "verification": {
    "identity": "none",
    "health": "probe/24h",
    "pricing": "unknown",
    "last_check": "2026-09-24T18:01:02.920Z"
  },
  "pricing_model": "unknown",
  "links": [
    {
      "label": "homepage",
      "url": "https://shearquery.com/"
    },
    {
      "label": "repository",
      "url": "https://github.com/lamont703/Project_InnerG_Complete_Agency"
    }
  ],
  "avatar": "https://github.com/lamont703.png?size=160",
  "socials": [
    {
      "label": "github",
      "url": "https://github.com/lamont703"
    }
  ],
  "profile": {
    "mcp_server": "com.innergcomplete/shearquery",
    "mcp_version": "0.4.0",
    "tool_count": 6,
    "tools": [
      {
        "name": "compare_barber_cosmetology_schools",
        "description": "Rank barber or cosmetology schools by real 2026 state licensing exam outcomes — written and practical pass rates, first-attempt rate, average attempts to pass, students tested, and tuition. Optionally filter to one city. This data is not published by Google, school websites, or review sites. Schools with fewer than 5 recorded test-takers are excluded because a percentage from a handful of students is not meaningful."
      },
      {
        "name": "compare_barbershops_salons",
        "description": "Find barbershops and salons ranked by weekly booth rent, with chairs available, Google rating, review count and hiring status. Answers what a chair costs in a given city and which shops have one free. Booth rent is quoted directly by shops rather than scraped, so coverage is partial — the response states how many listings actually publish a rate."
      },
      {
        "name": "texas_licensee_counts",
        "description": "Count active Texas licensees from the TDLR public record by licence type, optionally limited to those whose licence expires before a given date. Answers how many people a rule change, CE requirement or fee change actually affects — the number is not published anywhere in this form."
      },
      {
        "name": "audit_google_business_profile",
        "description": "Score a named barbershop, salon, barber/cosmetology school or beauty supply store's public Google Business Profile and return what is missing, ranked. Compares photos, reviews, rating, hours, website and phone against other listings in the same city — the local median is computed from our own directory and is not published anywhere. Returns a coverage figure with the score because the public tier can only see part of the full audit; never present the score as a complete audit."
      },
      {
        "name": "verify_texas_license",
        "description": "Look up a Texas barber, cosmetology, school or establishment licence in the state regulator's own licensee record — by licence number, or by name with an optional city. Returns the licence type, number, expiry and whether it had expired as of the data snapshot. Texas only. This reports what TDLR published on the snapshot date; it is not a live check and it does not report disciplinary action or continuing-education status."
      },
      {
        "name": "booth_rent_for_city",
        "description": "Return what barbershops and salons in a city actually charge for a chair or suite — median weekly rent, the range, how many venues report a rate, how many chairs they hold, and how many are hiring. Built from rents collected per venue in the ShearQuery directory — deepest in Houston, thinner elsewhere; no public source publishes this. Omit the city to get the overall picture and the cities with the most reported rates. Cities with fewer than 5 reported rates return the count without a median, because a rate from a handful of shops is an anecdote, not a benchmark."
      }
    ],
    "profiled_at": "2026-09-24T18:01:02.920Z"
  },
  "unreachable": false
}