Bright Data Bundle

Your coding assistant on the live public web—not just another static database. Bright Data skills combine Web Unlocker, SERP API, scrapers, and async snapshots with Claude for parsing, ranking, hiring signals, market maps, and exports. When the answer is “what does the web say this week?” this bundle is the layer that fetches it.

Why this bundle exists

Job boards, career pages, and SERPs change daily. Traditional enrichment APIs answer who; Bright Data answers what is happening on the open web (new postings, career-site diffs, competitor moves). Teams still copy-paste into spreadsheets. These skills cap spend, estimate cost per run, and produce structured Excel your ATS and CRM neighbors can consume.

How you benefit

• Monitor what matters — monitor-career-pages and track-hiring-signals diff public pages and summarise hiring changes for sourcing and BD.
• Market and niche maps — build-market-map and discover-companies chain SERP + page content into ranked company lists and strategy notes.
• Controlled spend — Preflight estimates plus BRIGHTDATA_MAX_REQUESTS_PER_RUN prevent runaway bills on experiments.
• Compliance-minded defaults — Skills steer you toward public data; see Data ethics below.

Example prompts

When Claude has access to Bright Data through this bundle’s API integration (with your keys and project configured), you can ask in plain language—for example:

• Fetch this careers page through the unlocker, diff it versus last week, and tell me if hiring velocity changed.
• Run a SERP-driven company discovery for ‘Series B HR tech in France’ and rank results with a short why for each.
• Collect job postings from these SERP results into structured rows with salary text where visible.
• Export this web research workbook to our ATS-friendly CSV so TA can attach evidence to reqs.

Full power (easy to miss)

• score-opportunities is Claude-only (no Bright Data HTTP): reuse any exported web or spreadsheet dataset and iterate scoring freely.
• export-web-data bridges into Greenhouse, Lever, Bullhorn, HubSpot-style shapes—so intelligence does not die in a one-off Markdown file.
• This is not a corporate email database; pair with Apollo, ContactOut, or Hunter when you need verified contacts after you have identified targets from the web.

What you get

Digital download: a ZIP you unzip into your project.

Bright Data is usage-priced; costs depend on your plan, product, zone, and dataset. Every skill prints a preflight cost estimate. Set BRIGHTDATA_MAX_REQUESTS_PER_RUN to cap accidental spend.

Included skills

Skill	What it does
unlock-url	Web Unlocker → one page as HTML, Markdown, text, or raw JSON for analysis
scrape-urls	Batch public URLs (Unlocker or pre-built dataset) → normalized Excel
search-serp	Google/Bing/DuckDuckGo/… via SERP API → structured results + Excel
discover-companies	ICP → SERP + public pages → ranked company list
monitor-career-pages	Scrape career pages, diff vs previous snapshot, hiring change summary
collect-job-postings	From SERP, files, or datasets → structured job intelligence
extract-page-data	Buyer schema → fields extracted with validation
track-hiring-signals	Public signals, classification, and outreach priority
build-market-map	Niche market map: companies, jobs, segments, strategy
score-opportunities	Score rows vs brief (Claude only; no Bright Data HTTP)
export-web-data	XLSX, CSV, JSONL, Greenhouse/Lever/Bullhorn/HubSpot-style exports

Requirements

• BRIGHTDATA_API_KEY — from Bright Data control panel; sent as Authorization: Bearer
• BRIGHTDATA_WEB_UNLOCKER_ZONE — zone name for Web Unlocker (required for Unlocker skills)
• BRIGHTDATA_SERP_ZONE — zone name for SERP API (required for search skills)
• ANTHROPIC_API_KEY — Claude for parsing, plans, scoring, and narratives

Optional: BRIGHTDATA_DATASET_IDS_JSON, BRIGHTDATA_DEFAULT_COUNTRY, BRIGHTDATA_MAX_REQUESTS_PER_RUN

Data ethics

Collect public web data only. Do not automate private account logins or social account management. Do not collect sensitive personal data without a lawful basis. Respect site terms, robots, and applicable laws. Never put API keys in logs, Excel, or reports (skills redact keys; you must avoid pasting them into data files).

Compatibility

macOS and Windows (run.sh / run.ps1). Works with Claude Code, Codex, Cursor, and similar.

Support and updates

Technical reference: CLAUDE.md and per-skill README files in the bundle. Release history at the bottom of this page mirrors CHANGELOG.md so you can read version notes before purchase.

Release history

Below is the same content as CHANGELOG.md in this bundle, so you can see version history before purchase. After download, both files ship together in the ZIP.

Changelog

[1.0.1] - 2026-04-30

• Add bundle-root .env.example documenting environment variables for this integration (copy to .env). No skill behavior changes.

[1.0.0] - 2026-04-30

• Initial release: Bright Data bundle (Web Unlocker, SERP, Scrapers Library, snapshots, and Claude-powered workflows). Collect public web data only; see README and skills for compliance.