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Whirrwork

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Robot jobs, sourced prices with history, providers by country, robot-vs-human costs, and RFQs.

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compare_providers Read-only

Side-by-side comparison of 2-10 providers: coverage for a country, engagement models, published prices (USD-normalized), HQ, contact routes, shared jobs, last checked. Facts only, no ratings.

idsarray, required

countrystring

Buyer country: ISO 3166-1 alpha-2 ("AE") or English name ("United Arab Emirates").

use_casestring

Whirrwork MCP server | mcptry

Tools (16)

compare_providers

Side-by-side comparison of 2-10 providers: coverage for a country, engagement models, published prices (USD-normalized), HQ, contact routes, shared jobs, last checked. Facts only, no ratings.

read-only

Argument	Type	Description
ids*	array
country	string	Buyer country: ISO 3166-1 alpha-2 ("AE") or English name ("United Arab Emirates").
use_case	string

Input schema (JSON)

{
  "type": "object",
  "required": [
    "ids"
  ],
  "properties": {
    "ids": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "examples": [
        [
          "sky-elements",
          "verge-aero"
        ]
      ],
      "maxItems": 10,
      "minItems": 2
    },
    "country": {
      "type": "string",
      "examples": [
        "AE",
        "BR",
        "CA",
        "Germany"
      ],
      "description": "Buyer country: ISO 3166-1 alpha-2 (\"AE\") or English name (\"United Arab Emirates\")."
    },
    "use_case": {
      "type": "string"
    }
  },
  "additionalProperties": false
}

compare_robot_vs_human

Cost comparison of human labour (or a human service) against robot options (buy, lease, robots-as-a-service, robot service provider) for one of 22 jobs in one of 8 countries (US, DE, GB, JP, CN, IN, BR, MX). Uses the same model as whirrwork.com/tools/robot-vs-human/: every default input has a source or is flagged as an assumption (see input_sources). Returns monthly/annual cost, cost per unit, payback months, break-even utilisation, 5-year NPV vs the baseline, a verdict, non-cost factors, sensitivity ranking, and projections to 2035 with a crossover year range (robots-fast, base, robots-slow). Projections are modelled estimates, not facts: say so, and quote the range rather than one year. Examples: {"job":"warehouse-picking","country":"US"}; {"job":"commercial-floor-cleaning","country":"DE","inputs":{"volume":60000}}; {"job":"machine-tending","country":"US","region":"US-TX","include_projections":false}.

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Argument	Type	Description
job*	string	Job slug. One of the 22 jobs in GET /api/v1/robot-vs-human/jobs.
inputs	object	Optional overrides of default inputs, in the country currency. Fractions as 0-1 (uptime 0.85, rate 0.08).
region	string	Optional regional wage preset: US states US-CA, US-TX, US-NY, US-FL, US-IL, US-WA, US-PA, US-OH; China CN-E, CN-C, CN-W, CN-NE.
country	string	Country for wage, on-cost and currency defaults (sourced: BLS, ILOSTAT, MHLW, NBS, Eurostat).
baseline	string	Which human option to compare against (e.g. "human" or "service"). Defaults to the job default.
include_tornado	boolean	Include the sensitivity (tornado) ranking of inputs by NPV swing.
include_projections	boolean	Include 2026-2035 projections for three scenarios and the crossover year range.

Input schema (JSON)

{
  "type": "object",
  "required": [
    "job"
  ],
  "properties": {
    "job": {
      "type": "string",
      "examples": [
        "commercial-floor-cleaning",
        "warehouse-picking",
        "wind-turbine-inspection"
      ],
      "description": "Job slug. One of the 22 jobs in GET /api/v1/robot-vs-human/jobs."
    },
    "inputs": {
      "type": "object",
      "examples": [
        {
          "wage": 21.5,
          "volume": 60000
        }
      ],
      "properties": {
        "svc": {
          "type": "number"
        },
        "days": {
          "type": "number"
        },
        "edge": {
          "type": "number"
        },
        "life": {
          "type": "number"
        },
        "raas": {
          "type": "number"
        },
        "rate": {
          "type": "number"
        },
        "wage": {
          "type": "number"
        },
        "hours": {
          "type": "number"
        },
        "kwh_h": {
          "type": "number"
        },
        "lease": {
          "type": "number"
        },
        "ratio": {
          "type": "number"
        },
        "burden": {
          "type": "number"
        },
        "months": {
          "type": "number"
        },
        "raas_h": {
          "type": "number"
        },
        "uptime": {
          "type": "number"
        },
        "volume": {
          "type": "number"
        },
        "failure": {
          "type": "number"
        },
        "horizon": {
          "type": "number"
        },
        "sup_min": {
          "type": "number"
        },
        "purchase": {
          "type": "number"
        },
        "kwh_price": {
          "type": "number"
        },
        "maint_pct": {
          "type": "number"
        },
        "svc_robot": {
          "type": "number"
        },
        "human_rate": {
          "type": "number"
        },
        "robot_rate": {
          "type": "number"
        },
        "svc_aerial": {
          "type": "number"
        },
        "integration": {
          "type": "number"
        },
        "wage_growth": {
          "type": "number"
        },
        "fee_hw_share": {
          "type": "number"
        },
        "human_equip_h": {
          "type": "number"
        },
        "svc_labour_share": {
          "type": "number"
        },
        "robot_svc_labour_share": {
          "type": "number"
        }
      },
      "description": "Optional overrides of default inputs, in the country currency. Fractions as 0-1 (uptime 0.85, rate 0.08).",
      "additionalProperties": false
    },
    "region": {
      "type": "string",
      "examples": [
        "US-CA"
      ],
      "description": "Optional regional wage preset: US states US-CA, US-TX, US-NY, US-FL, US-IL, US-WA, US-PA, US-OH; China CN-E, CN-C, CN-W, CN-NE."
    },
    "country": {
      "enum": [
        "US",
        "DE",
        "GB",
        "JP",
        "CN",
        "IN",
        "BR",
        "MX"
      ],
      "type": "string",
      "default": "US",
      "description": "Country for wage, on-cost and currency defaults (sourced: BLS, ILOSTAT, MHLW, NBS, Eurostat)."
    },
    "baseline": {
      "type": "string",
      "description": "Which human option to compare against (e.g. \"human\" or \"service\"). Defaults to the job default."
    },
    "include_tornado": {
      "type": "boolean",
      "default": true,
      "description": "Include the sensitivity (tornado) ranking of inputs by NPV swing."
    },
    "include_projections": {
      "type": "boolean",
      "default": true,
      "description": "Include 2026-2035 projections for three scenarios and the crossover year range."
    }
  },
  "additionalProperties": false
}

estimate_cost

Arithmetic on published prices: unit price × quantity, using exact unit conversions (acre↔hectare, sq ft↔m², mile↔km), preferring benchmarks whose region matches the country, converting currency at a dated ECB rate. Returns the range plus the basis rows (each with source_url, as_of, region match) and caveats. Returns estimate=null with a reason when no sourced benchmark fits; never invents a number. Example: {"use_case":"crop-spraying-drone","quantity":500,"unit":"hectare","country":"BR","currency":"USD"}.

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Argument	Type	Description
unit	string	Unit of quantity, e.g. "hectare", "acre", "show", "month", "sq ft". Omit to use the most common benchmark unit.
country	string	Buyer country: ISO 3166-1 alpha-2 ("AE") or English name ("United Arab Emirates").
currency	string	Express the result in this ISO 4217 currency
quantity	number	How many units (hectares, shows, months, inspections…). Omit for a per-unit price.
use_case*	string

Input schema (JSON)

{
  "type": "object",
  "required": [
    "use_case"
  ],
  "properties": {
    "unit": {
      "type": "string",
      "description": "Unit of quantity, e.g. \"hectare\", \"acre\", \"show\", \"month\", \"sq ft\". Omit to use the most common benchmark unit."
    },
    "country": {
      "type": "string",
      "examples": [
        "AE",
        "BR",
        "CA",
        "Germany"
      ],
      "description": "Buyer country: ISO 3166-1 alpha-2 (\"AE\") or English name (\"United Arab Emirates\")."
    },
    "currency": {
      "type": "string",
      "examples": [
        "USD"
      ],
      "description": "Express the result in this ISO 4217 currency"
    },
    "quantity": {
      "type": "number",
      "description": "How many units (hectares, shows, months, inspections…). Omit for a per-unit price.",
      "exclusiveMinimum": 0
    },
    "use_case": {
      "type": "string"
    }
  },
  "additionalProperties": false
}

find_providers

Shortlist providers for a job and place. Ranked: lists the region > lists the country > lists part of the country > headquartered there (HQ is not a service area) > works worldwide. Each result has coverage + coverage_reason, engagement models, published pricing with USD conversion, min_published_price_usd and public contact routes. Coverage is country-level unless the provider published regions. Filters combine (AND). Example: {"use_case":"drone-light-show","country":"AE"}; {"use_case":"commercial-floor-scrubbing","country":"CA","region":"ON","engagement_model":"raas"}.

read-only

Argument	Type	Description
near	string	"me" = the country Cloudflare sees for this request (never stored), or a country name/code. Coordinates are not supported.
sort	string
limit	integer
query	string	Keyword filter on name/description
offset	integer
region	string	Sub-country region code or name, e.g. "US-CA", "ON", "Mendoza"
country	string	Buyer country: ISO 3166-1 alpha-2 ("AE") or English name ("United Arab Emirates").
use_case

get_price_history

Every price observation we have recorded (append-only; never overwritten) for a job and/or provider, grouped into series with trend (change_pct between first and latest observation). observed_at = when we recorded it; as_of = the date the source states. If every series has one observation, say so: there is no trend yet.

read-only

Argument	Type	Description
limit	integer
since	string	YYYY-MM-DD; only observations recorded on/after this date
series	string	A series_key to follow one price over time
provider	string
use_case	string

Input schema (JSON)

{
  "type": "object",
  "properties": {
    "limit": {
      "type": "integer",
      "default": 100,
      "maximum": 500,
      "minimum": 1
    },
    "since": {
      "type": "string",
      "description": "YYYY-MM-DD; only observations recorded on/after this date"
    },
    "series": {
      "type": "string",
      "description": "A series_key to follow one price over time"
    },
    "provider": {
      "type": "string"
    },
    "use_case": {
      "type": "string",
      "examples": [
        "crop-spraying-drone"
      ]
    }
  },
  "additionalProperties": false
}

get_prices

Current sourced prices for a job (benchmarks + provider-published), or for one provider. Every row has source_url and as_of. Set convert (e.g. "USD") to add a clearly labelled conversion with the FX rate, date and source. Benchmarks, not quotes.

read-only

Argument	Type	Description
limit	integer
convert	string	Convert to this ISO 4217 currency (dated ECB reference rate)
currency	string	Only rows quoted in this ISO 4217 currency
provider	string
use_case	string
include_providers	boolean

Input schema (JSON)

{
  "type": "object",
  "properties": {
    "limit": {
      "type": "integer",
      "default": 60,
      "maximum": 200,
      "minimum": 1
    },
    "convert": {
      "type": "string",
      "default": "USD",
      "examples": [
        "USD",
        "EUR",
        "BRL"
      ],
      "description": "Convert to this ISO 4217 currency (dated ECB reference rate)"
    },
    "currency": {
      "type": "string",
      "description": "Only rows quoted in this ISO 4217 currency"
    },
    "provider": {
      "type": "string"
    },
    "use_case": {
      "type": "string",
      "examples": [
        "crop-spraying-drone"
      ]
    },
    "include_providers": {
      "type": "boolean",
      "default": true
    }
  },
  "additionalProperties": false
}

get_provider

Full public profile of one provider: website, HQ, service regions and explicit service areas (with sources), jobs, robot types, engagement models, published prices (with USD), contact routes, sources and last-checked date.

read-only

Argument	Type	Description
id*	string
country	string	Buyer country: ISO 3166-1 alpha-2 ("AE") or English name ("United Arab Emirates").

Input schema (JSON)

{
  "type": "object",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "string",
      "examples": [
        "sky-elements"
      ]
    },
    "country": {
      "type": "string",
      "examples": [
        "AE",
        "BR",
        "CA",
        "Germany"
      ],
      "description": "Buyer country: ISO 3166-1 alpha-2 (\"AE\") or English name (\"United Arab Emirates\")."
    }
  },
  "additionalProperties": false
}

get_rfq_status

Status of a submitted RFQ (received → matched → sent_to_suppliers → quoted → closed) with its status history. Needs the id and the access key returned by submit_rfq (the key= part of status_url).

read-only

Argument	Type	Description
id*	string
key*	string

Input schema (JSON)

{
  "type": "object",
  "required": [
    "id",
    "key"
  ],
  "properties": {
    "id": {
      "type": "string",
      "examples": [
        "RFQ-261025-ABCDE"
      ]
    },
    "key": {
      "type": "string"
    }
  },
  "additionalProperties": false
}

get_rfq_template

The exact fields to collect from the buyer before submit_rfq: core fields (required flags, formats) plus the job-specific checklist suppliers need to price it (as extra.{key}), regulatory notes, and a filled example. Ask the buyer for these, then call submit_rfq.

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Argument	Type	Description
language	string	Language for use-case text (machine-translated; English is authoritative). Default en.
use_case*	string

Input schema (JSON)

{
  "type": "object",
  "required": [
    "use_case"
  ],
  "properties": {
    "language": {
      "enum": [
        "en",
        "es",
        "pt-BR",
        "fr",
        "de",
        "zh",
        "zh-Hant",
        "ja",
        "ar",
        "hi",
        "ko",
        "id",
        "tr"
      ],
      "type": "string",
      "examples": [
        "es",
        "pt-BR",
        "zh"
      ],
      "description": "Language for use-case text (machine-translated; English is authoritative). Default en."
    },
    "use_case": {
      "type": "string",
      "examples": [
        "commercial-floor-scrubbing"
      ]
    }
  },
  "additionalProperties": false
}

get_stat

One Whirrwork Research statistic by slug: claim, figure, scope, measure type, primary source with archive link, publication/access/last-verified dates, verbatim source passage (when licensing allows), confidence, caveats, and citations in APA, Chicago, MLA and BibTeX (plus an APA citation of the original source). Licensed CC BY 4.0: attribute "Whirrwork (https://whirrwork.com), CC BY 4.0" and the original source.

read-only

Argument	Type	Description
slug*	string

Input schema (JSON)

{
  "type": "object",
  "required": [
    "slug"
  ],
  "properties": {
    "slug": {
      "type": "string",
      "examples": [
        "industrial-robot-installations-world-2025",
        "robot-density-korea-2024"
      ]
    }
  },
  "additionalProperties": false
}

get_use_case

Everything about one job: what it is, robot types, ways to buy (service/rental/RaaS/purchase), honest buyer tips (including when a robot is overkill), regulatory notes, every sourced price benchmark (with source_url, as_of and a USD conversion), price-history counts, the RFQ checklist, and providers. Pass country (and optionally region) to rank providers by who serves that place, with the reason.

read-only

Argument	Type	Description
id*	string	Use case id from search_use_cases
region	string	Optional sub-country region (e.g. "US-CA", "California", "Mendoza")
country	string	Buyer country: ISO 3166-1 alpha-2 ("AE") or English name ("United Arab Emirates").
language	string	Language for use-case text (machine-translated; English is authoritative). Default en.

Input schema (JSON)

{
  "type": "object",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "string",
      "examples": [
        "drone-light-show",
        "commercial-floor-scrubbing"
      ],
      "description": "Use case id from search_use_cases"
    },
    "region": {
      "type": "string",
      "description": "Optional sub-country region (e.g. \"US-CA\", \"California\", \"Mendoza\")"
    },
    "country": {
      "type": "string",
      "examples": [
        "AE",
        "BR",
        "CA",
        "Germany"
      ],
      "description": "Buyer country: ISO 3166-1 alpha-2 (\"AE\") or English name (\"United Arab Emirates\")."
    },
    "language": {
      "enum": [
        "en",
        "es",
        "pt-BR",
        "fr",
        "de",
        "zh",
        "zh-Hant",
        "ja",
        "ar",
        "hi",
        "ko",
        "id",
        "tr"
      ],
      "type": "string",
      "examples": [
        "es",
        "pt-BR",
        "zh"
      ],
      "description": "Language for use-case text (machine-translated; English is authoritative). Default en."
    }
  },
  "additionalProperties": false
}

list_categories

The 20 job categories with use-case counts, for browsing when the buyer is vague.

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Argument	Type	Description
language	string	Language for use-case text (machine-translated; English is authoritative). Default en.

Input schema (JSON)

{
  "type": "object",
  "properties": {
    "language": {
      "enum": [
        "en",
        "es",
        "pt-BR",
        "fr",
        "de",
        "zh",
        "zh-Hant",
        "ja",
        "ar",
        "hi",
        "ko",
        "id",
        "tr"
      ],
      "type": "string",
      "examples": [
        "es",
        "pt-BR",
        "zh"
      ],
      "description": "Language for use-case text (machine-translated; English is authoritative). Default en."
    }
  },
  "additionalProperties": false
}

list_countries

For each country: providers that list it as a service area, providers serving parts of it (with sub-regions), and providers headquartered there; plus the number of worldwide providers. Use to tell the buyer honestly how well their country is covered.

read-only

Argument	Type	Description
country	string	Optional: just this country

Input schema (JSON)

{
  "type": "object",
  "properties": {
    "country": {
      "type": "string",
      "description": "Optional: just this country"
    }
  },
  "additionalProperties": false
}

search_stats

Search Whirrwork Research: 100+ citable statistics on robot adoption, industrial and service robots, humanoids, drones, agriculture, cleaning, warehouses, labour shortages, wages, prices and funding, plus figures from Whirrwork's own dataset. Each result has the exact figure with unit and scope, the primary source (publisher, title, date, URL, Wayback archive), access and last-verified dates, a confidence level (high/medium/low), source_type (primary/secondary/whirrwork) and a permanent URL. Quote figures with their source and date; prefer high-confidence primary sources. Call get_stat for the verbatim quote, caveats and ready-made APA/Chicago/MLA/BibTeX citations. Examples: "humanoid robots sold 2025", "robot density Korea", "drone spraying price per acre", "robotics funding", topic="labour".

read-only

Argument	Type	Description
limit	integer
query	string	Keywords (English). Omit to list by topic.
topic	string	Optional topic filter
confidence	string
source_type	string

Input schema (JSON)

{
  "type": "object",
  "properties": {
    "limit": {
      "type": "integer",
      "default": 10,
      "maximum": 50,
      "minimum": 1
    },
    "query": {
      "type": "string",
      "examples": [
        "industrial robot installations China",
        "humanoid price",
        "labour shortage Japan"
      ],
      "description": "Keywords (English). Omit to list by topic."
    },
    "topic": {
      "enum": [
        "adoption",
        "service",
        "humanoids",
        "drones",
        "agriculture",
        "cleaning",
        "warehouse",
        "construction",
        "labour",
        "prices",
        "funding",
        "regulation",
        "whirrwork"
      ],
      "type": "string",
      "description": "Optional topic filter"
    },
    "confidence": {
      "enum": [
        "high",
        "medium",
        "low"
      ],
      "type": "string"
    },
    "source_type": {
      "enum": [
        "primary",
        "secondary",
        "whirrwork"
      ],
      "type": "string"
    }
  },
  "additionalProperties": false
}

search_use_cases

Find the robot job (use case) that matches what the buyer wants, in plain words and in any of 12 languages. Returns matching use cases (id, name, price summary, provider count) plus matching providers and guides. Start here, then call get_use_case with the best id. Examples: "drone light show for a wedding", "robotic floor scrubbing for a warehouse", "limpieza de ventanas con drones", "无人机灯光秀".

read-only

Argument	Type	Description
limit	integer
query*	string	What the buyer needs done, in their words
country	string	Buyer country: ISO 3166-1 alpha-2 ("AE") or English name ("United Arab Emirates").
language	string	Language for use-case text (machine-translated; English is authoritative). Default en.

Input schema (JSON)

{
  "type": "object",
  "required": [
    "query"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "default": 8,
      "maximum": 25,
      "minimum": 1
    },
    "query": {
      "type": "string",
      "examples": [
        "drone light show for 300 guests",
        "crop spraying 500 hectares soybeans"
      ],
      "maxLength": 300,
      "minLength": 2,
      "description": "What the buyer needs done, in their words"
    },
    "country": {
      "type": "string",
      "examples": [
        "AE",
        "BR",
        "CA",
        "Germany"
      ],
      "description": "Buyer country: ISO 3166-1 alpha-2 (\"AE\") or English name (\"United Arab Emirates\")."
    },
    "language": {
      "enum": [
        "en",
        "es",
        "pt-BR",
        "fr",
        "de",
        "zh",
        "zh-Hant",
        "ja",
        "ar",
        "hi",
        "ko",
        "id",
        "tr"
      ],
      "type": "string",
      "examples": [
        "es",
        "pt-BR",
        "zh"
      ],
      "description": "Language for use-case text (machine-translated; English is authoritative). Default en."
    }
  },
  "additionalProperties": false
}

submit_rfq

Submit a request for quotes for a real buyer who explicitly agreed to be contacted by matched suppliers (consent=true). Stored, auto-matched to providers by job + country, and reviewed by a human before anything is forwarded; nothing is emailed automatically. Returns id, status, matched provider ids, and a private status_url/access key for get_rfq_status. Use test=true for testing.

Argument	Type	Description
job*	string	One sentence: what, where, how big
test	boolean	Mark as a test (excluded from stats, deleted)
extra	object	Answers to the job checklist, keyed as in get_rfq_template
consent*	boolean	Must be true: the buyer agreed to share the request (incl. email) with matched suppliers
country*	string	Buyer country: ISO 3166-1 alpha-2 ("AE") or English name ("United Arab Emirates").
details	string
date_end	string
location	string	City / site
agent_name

Input schema (JSON)

{
  "type": "object",
  "properties": {
    "near": {
      "type": "string",
      "description": "\"me\" = the country Cloudflare sees for this request (never stored), or a country name/code. Coordinates are not supported."
    },
    "sort": {
      "enum": [
        "relevance",
        "name",
        "-name",
        "price",
        "-price",
        "last_checked"
      ],
      "type": "string",
      "default": "relevance"
    },
    "limit": {
      "type": "integer",
      "default": 15,
      "maximum": 50,
      "minimum": 1
    },
    "query": {
      "type": "string",
      "description": "Keyword filter on name/description"
    },
    "offset": {
      "type": "integer",
      "default": 0,
      "minimum": 0
    },
    "region": {
      "type": "string",
      "description": "Sub-country region code or name, e.g. \"US-CA\", \"ON\", \"Mendoza\""
    },
    "country": {
      "type": "string",
      "examples": [
        "AE",
        "BR",
        "CA",
        "Germany"
      ],
      "description": "Buyer country: ISO 3166-1 alpha-2 (\"AE\") or English name (\"United Arab Emirates\")."
    },
    "use_case": {
      "type": "string",
      "examples": [
        "drone-light-show"
      ],
      "description": "Use case id (recommended)"
    },
    "hq_country": {
      "type": "string",
      "description": "Only providers headquartered in this country"
    },
    "robot_type": {
      "type": "string",
      "description": "Substring match on robot types, e.g. \"drone\", \"AMR\", \"humanoid\""
    },
    "has_contact": {
      "type": "boolean",
      "description": "Only providers with a public email, phone or quote form"
    },
    "has_pricing": {
      "type": "boolean",
      "description": "Only providers that publish prices"
    },
    "max_price_usd": {
      "type": "number",
      "description": "Only providers whose lowest published price (converted to USD) is at or below this. Excludes providers without published prices."
    },
    "include_global": {
      "type": "boolean",
      "default": true,
      "description": "Include providers that only say \"worldwide\" when a country is given"
    },
    "engagement_model": {
      "enum": [
        "service",
        "rental",
        "raas",
        "purchase"
      ],
      "type": "string"
    }
  },
  "additionalProperties": false
}

Input schema (JSON)

{
  "type": "object",
  "required": [
    "job",
    "country",
    "contact_email",
    "consent"
  ],
  "properties": {
    "job": {
      "type": "string",
      "maxLength": 300,
      "description": "One sentence: what, where, how big"
    },
    "test": {
      "type": "boolean",
      "description": "Mark as a test (excluded from stats, deleted)"
    },
    "extra": {
      "type": "object",
      "description": "Answers to the job checklist, keyed as in get_rfq_template",
      "additionalProperties": {
        "type": "string"
      }
    },
    "consent": {
      "type": "boolean",
      "const": true,
      "description": "Must be true: the buyer agreed to share the request (incl. email) with matched suppliers"
    },
    "country": {
      "type": "string",
      "examples": [
        "AE",
        "BR",
        "CA",
        "Germany"
      ],
      "description": "Buyer country: ISO 3166-1 alpha-2 (\"AE\") or English name (\"United Arab Emirates\")."
    },
    "details": {
      "type": "string",
      "maxLength": 5000
    },
    "date_end": {
      "type": "string",
      "format": "date"
    },
    "location": {
      "type": "string",
      "description": "City / site"
    },
    "agent_name": {
      "type": "string",
      "description": "Your agent/product name"
    },
    "budget_max": {
      "type": "number"
    },
    "budget_min": {
      "type": "number"
    },
    "date_start": {
      "type": "string",
      "format": "date"
    },
    "use_case_id": {
      "type": "string"
    },
    "contact_name": {
      "type": "string"
    },
    "contact_email": {
      "type": "string",
      "format": "email"
    },
    "contact_phone": {
      "type": "string",
      "description": "Optional phone/WhatsApp/WeChat, international format"
    },
    "date_flexible": {
      "type": "boolean"
    },
    "provider_hint": {
      "type": "string",
      "description": "Optional provider id the buyer prefers"
    },
    "budget_currency": {
      "type": "string",
      "description": "ISO 4217"
    },
    "contact_company": {
      "type": "string"
    }
  },
  "additionalProperties": false
}