Shukatsu Kaigi Company Review Scraper

Extracts new-grad (shinsotsu) company intelligence from Shukatsu-Kaigi (就活会議) — Japan's leading university-recruiting review platform. Returns structured company profiles including ratings, review counts, and selection-experience report metadata.

What you get

Each record represents one company and includes:

• Company profile — name (Japanese), industry, headquarters prefecture, company ID
• Aggregate rating — overall score (0–5 scale) from student and employee reviews
• Review counts — total number of 口コミ (reviews) and 就活速報 (selection experience reports)
• Review summaries — respondent type, graduation year, and public text excerpt for each inline review
• Selection report metadata — graduation year, faculty (文系/理系), gender, outcome stage (内定/interview-stage), and posted date for each visible selection report
• Entry sheet count — number of ES examples on file (bodies are login-gated; count is public)
• Source URL — canonical company page link

Inputs

Field	Type	Description
maxItems	integer	Maximum number of companies to collect. Default: 10
startUrls	array	Optional list of specific company URLs (e.g. https://syukatsu-kaigi.jp/companies/108402). When provided, the scraper skips the search-listing discovery and crawls exactly those companies.

Discovery

When no startUrls are provided, the scraper paginates through /companies/search?page=N. Each page returns ~100 company links. The full corpus contains approximately 144,000 companies.

Notes

• Review and selection-report full bodies require a registered account. The scraper extracts public text excerpts (≤200 characters) and metadata fields available to anonymous visitors.
• Entry sheet bodies are always login-gated; only the count is extracted.
• The scraper respects the site's robots.txt: /posted_contents, /rewards, /mypage, and query-parameter-filtered paths are not crawled.
• Rate: conservative 500ms delay between requests, 5 concurrent workers.

Example output

{
  "company_id": "108402",
  "company_name": "三菱ＵＦＪフィナンシャル・グループ",
  "industry": "サービス(その他)",
  "headquarters": "東京都",
  "overall_rating": 4,
  "review_count": 45,
  "selection_report_count": 0,
  "entry_sheet_count": 0,
  "reviews": "[]",
  "selection_reports": "[{\"graduation_year\":2026,\"faculty\":\"理系\",\"gender\":\"男性\",\"outcome_stage\":\"内定した学生\",\"posted_at\":\"2025年5月19日\"}]",
  "source_url": "https://syukatsu-kaigi.jp/companies/108402",
  "scrapedAt": "2026-06-03T02:45:00.000Z"
}

Use cases

• Competitive intelligence for Japanese HR-tech and university career platforms
• Research into new-grad hiring patterns by industry and company
• Dataset enrichment for recruiting agencies serving the JP shinsotsu market
• Benchmarking company selection-process difficulty and interview-experience trends