Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add thirdwatch-dev/scraping-skills --skill business-lead-data-scrapinggit clone --depth 1 https://github.com/thirdwatch-dev/scraping-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/thirdwatch-dev/scraping-skills/business-lead-data-scraping)<a href="https://agentmods.dev/skills/thirdwatch-dev/scraping-skills/business-lead-data-scraping"><img src="https://agentmods.dev/badge/skills/thirdwatch-dev/scraping-skills/business-lead-data-scraping/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/thirdwatch-dev/scraping-skills/business-lead-data-scraping"><img src="https://agentmods.dev/badge/skills/thirdwatch-dev/scraping-skills/business-lead-data-scraping.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00132 | $0.01007 |
| Opus 5 | $0.00066 | $0.00504 |
| Sonnet 5 | $0.00026 | $0.00201 |
| Haiku 4.5 | $0.00013 | $0.00101 |
Grade A, and why
business-lead-data-scraping scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -X POST "https://api.apify.com/v2/acts/thirdwatch~google-maps-scraper/run-sync-get-dataset-items?token=YOUR_APIFY_TOKEN" \ How it starts
The opening of the file, as written. The whole thing — 58 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Business & Lead Data Scraping
Getting B2B leads and company data off the web. Two kinds of sources matter here:
- Business listings & directories (Google Maps, IndiaMart, JustDial) give you the prospecting basics: company name, phone, website, category, location, rating. Best for building local lead lists and supplier shortlists.
- Registry / verification sources (GST Verification, UN Comtrade) are authoritative — they confirm a legal entity, its status, or its trade activity. Best for KYB/due-diligence and market sizing.
The fields that carry a lead: company, contact (phone/website), category, location — plus a verification or enrichment field (GSTIN, employee roster, HS-code trade volume) when you need to qualify it.
Ready-made scrapers
Each is a maintained Thirdwatch actor on the Apify Store, billed pay-per-result.
| Target | Scraper | From | Notes |
|---|---|---|---|
| Google Maps | Google Maps | $0.002/result | name/phone/website/rating/GPS/hours by query + location |
| IndiaMart | IndiaMart Supplier | $0.002/result | B2B suppliers, contact, GST, MOQ |
| JustDial | JustDial Business | $0.002/result | India local listings + contact + reviews |
| LinkedIn Company Employees | LinkedIn Company Employees | $0.003/result | team rosters by company, filter by title/location |
| LinkedIn Candidate Finder | LinkedIn Candidate Finder | $0.003/result | people by role/skills/location |
| GST Verification India | GST Verification India | $0.01/result | verify GSTIN → legal/trade name, status, jurisdiction |
| UN Comtrade Trade Data | UN Comtrade Trade Data | $0.0015/result | bilateral import/export by HS code, 200+ countries |
| Product Hunt | Product Hunt | $0.003/result | launches/products/leaderboard, votes |
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 10d ago First seen · 58 lines · 132 tokens per session scan A 29d48b58dab3
business-lead-data-scraping is a skill published in the GitHub repository thirdwatch-dev/scraping-skills (3 stars, last pushed 2mo ago), licensed MIT. It adds 132 tokens to every session and 1,007 once invoked, about $0.0007 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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