{
"openapi": "3.0.1",
"info": {
"title": "Clutch Agency Directory",
"description": "Scrape B2B agency and company listings from any Clutch.co directory: name, profile, website, rating, review count, minimum project size, hourly rate, employee count, location and service mix. Filterable, proxy-aware, no API key.",
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},
"components": {
"schemas": {
"inputSchema": {
"type": "object",
"properties": {
"category": {
"title": "Clutch directory",
"type": "string",
"description": "The Clutch directory to scrape, written as the path after clutch.co/. Pick one from the list or type any other Clutch directory path, for example agencies/ecommerce-marketing. Ignored when Clutch directory URLs is filled in.",
"default": "agencies/digital-marketing"
},
"startUrls": {
"title": "Clutch directory URLs",
"type": "array",
"description": "Optional. Paste Clutch directory URLs straight from your browser. Any filters already in the URL are kept, and ?page= sets where the walk starts. Overrides Clutch directory when set.",
"default": [],
"items": {
"type": "string"
}
},
"location": {
"title": "Location",
"type": "string",
"description": "Country, state or city to filter on, for example United Kingdom, New York or Berlin. Clutch's own location lookup resolves the name; if it matches nothing the run continues unfiltered and says so in the log. Leave empty for worldwide.",
"default": ""
},
"sortBy": {
"title": "Sort by",
"enum": [
"",
"Sponsorship",
"ClutchRank",
"ReviewRating",
"NumberOfReviews",
"Verification",
"CompanyName"
],
"type": "string",
"description": "Ordering of the listing. Sponsored is Clutch's own default and puts paid placements first. Leave as the Clutch default to avoid sending a sort parameter at all.",
"default": ""
},
"minReviews": {
"title": "Minimum reviews",
"enum": [
"0",
"1",
"3",
"5",
"10",
"15",
"20"
],
"type": "string",
"description": "Keep only companies with at least this many Clutch reviews.",
"default": "0"
},
"maxBudget": {
"title": "Project budget",
"enum": [
"0",
"5000",
"10000",
"25000",
"50000",
"75000",
"100000",
"250000"
],
"type": "string",
"description": "Keep only companies that take projects under this size.",
"default": "0"
},
"hourlyRate": {
"title": "Hourly rate",
"type": "array",
"description": "Keep only companies in these hourly-rate bands. Leave empty for all rates.",
"items": {
"type": "string",
"enum": [
"0-25",
"25-49",
"50-99",
"100-149",
"150-199",
"200-300",
"300"
],
"enumTitles": [
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"$25 - $49 / hr",
"$50 - $99 / hr",
"$100 - $149 / hr",
"$150 - $199 / hr",
"$200 - $300 / hr",
"$300+ / hr"
]
},
"default": []
},
"companySize": {
"title": "Company size",
"type": "array",
"description": "Keep only companies with this many employees. Leave empty for all sizes.",
"items": {
"type": "string",
"enum": [
"Freelancer",
"2 - 9",
"10 - 49",
"50 - 249",
"250 - 999",
"1,000 - 9,999",
"10,000+"
],
"enumTitles": [
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"2 - 9",
"10 - 49",
"50 - 249",
"250 - 999",
"1,000 - 9,999",
"10,000+"
]
},
"default": []
},
"serviceLines": {
"title": "Service lines",
"type": "array",
"description": "Keep only companies offering these services, as Clutch's own slugs — for example field_pp_sl_seo, field_pp_sl_smm, field_pp_sl_web_design. Each directory publishes its own list; the quickest way to find a slug is to tick the filter on Clutch and read it out of the resulting URL. Left free-form on purpose so no valid slug is blocked.",
"default": [],
"items": {
"type": "string"
}
},
"industries": {
"title": "Industry focus",
"type": "array",
"description": "Keep only companies serving these industries, as Clutch's own slugs — for example field_pp_if_ecommerce, field_pp_if_healthcare, field_pp_if_finservices. Tick the filter on Clutch and read the slug out of the URL. Left free-form on purpose so no valid slug is blocked.",
"default": [],
"items": {
"type": "string"
}
},
"verifiedOnly": {
"title": "Clutch-verified companies only",
"type": "boolean",
"description": "Keep only companies that have passed Clutch's verification process. This is a small fraction of any directory.",
"default": false
},
"maxItems": {
"title": "Maximum companies",
"minimum": 0,
"type": "integer",
"description": "Stop after this many companies. Clutch directories run to tens of thousands of listings, so this is capped by default — set 0 for no limit and rely on the run time budget instead.",
"default": 100
},
"maxRunSeconds": {
"title": "Run time budget (seconds)",
"minimum": 0,
"type": "integer",
"description": "Stop requesting new pages after this many seconds, so a Clutch-side outage cannot burn a long run. 0 disables the budget.",
"default": 900
},
"maxRetriesPerRequest": {
"title": "Max retries per request",
"minimum": 1,
"maximum": 20,
"type": "integer",
"description": "How hard to retry a blocked page. Clutch refuses a large share of residential exits, so each retry rotates onto a fresh IP. Measured 2026-07-26: 8 retries succeeded 2/4 runs, 20 retries with per-request rotation succeeded 3/3.",
"default": 20
},
"rotateAfterRequests": {
"title": "Rotate proxy IP every N requests",
"minimum": 0,
"maximum": 200,
"type": "integer",
"description": "Retire a proxy identity after this many requests. Clutch blocks a large fraction of residential exits outright, so rotating every request materially raises the success rate. 0 disables.",
"default": 1
},
"proxyConfiguration": {
"title": "Proxy configuration",
"type": "object",
"description": "Clutch answers 403 to Apify's datacenter proxy IPs, so this defaults to the RESIDENTIAL group. Measured 2026-07-26: datacenter fails every request; residential returns 50 companies in 10s. Switching groups will break the run.",
"default": {
"useApifyProxy": true,
"apifyProxyGroups": [
"RESIDENTIAL"
]
}
}
}
},
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"properties": {
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"type": "string"
},
"actId": {
"type": "string"
},
"userId": {
"type": "string"
},
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"type": "string",
"format": "date-time",
"example": "2025-01-08T00:00:00.000Z"
},
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"type": "string",
"format": "date-time",
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"type": "string",
"example": "READY"
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"meta": {
"type": "object",
"properties": {
"origin": {
"type": "string",
"example": "API"
},
"userAgent": {
"type": "string"
}
}
},
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"properties": {
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"example": 2000
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"computeUnits": {
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}
},
"options": {
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"type": "string",
"example": "latest"
},
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"example": 300
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"diskMbytes": {
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},
"buildId": {
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"defaultKeyValueStoreId": {
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"defaultDatasetId": {
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"defaultRequestQueueId": {
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"buildNumber": {
"type": "string",
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"containerUrl": {
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"example": 0
},
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"type": "integer",
"example": 0
},
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"type": "integer",
"example": 0
}
}
},
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"example": 0.00005
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