0:55Find local restaurant leads with Google Maps
Research Italian restaurants in Brooklyn, enrich public business details from their websites, and export a lead spreadsheet.
Watch & read the guide
All use cases
Use case
Lead Generation & Sales Prospecting
Research and enrich leads without getting accounts flagged
The problem
Prospecting tools get accounts banned because they drive browsers that look nothing like a real user: no browsing history, uniform fingerprint, datacenter IP, and machine-speed interaction patterns. Sales platforms have tuned their bot detection specifically for these patterns.
How it works
- 1
Build warm profiles
Create profiles with realistic browsing history, consistent timezone, language, and residential proxies in the rep's location. Profiles build up session history over time.
- 2
Run the research agent
Point a Claude or GPT-4 agent at your prospect list. The agent searches profiles, extracts contact data, and writes summaries — while looking like a logged-in human.
- 3
Enrich and export
The agent populates fields directly into your CRM or exports structured JSON. One run can enrich hundreds of records without manual copy-paste.
- 4
Pace the work naturally
Introduce human-like delays between actions. Session persistence means the agent can pause and resume across working hours rather than hammering in one burst.
Why it works well with Clawbrowser
Residential IP per rep profile
Each sales rep's automation profile uses a proxy in their geo, matching the IP history the platform expects for that account.
Survives session restarts
Named sessions persist cookies and local storage. Agents resume mid-workflow without re-login prompts breaking the automation.
Scales from one rep to a team
Create a profile per rep or territory. All profiles managed through a single API with no per-seat browser licenses.
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0:50Discover Instagram influencers for a content niche
Research Shein Haul creators, collect public profile and Reel metrics, and build a deduplicated influencer database.
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1:30Research Reddit discussions and prepare relevant replies
Find browser-automation discussions on Reddit, understand user pain points, and review contextual replies before publishing.
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Ready to start?
Give your agent a browser
Clawbrowser handles fingerprints, proxies, and session isolation. Your agent focuses on the task.
Works with Playwright, Puppeteer, Claude Code, and any CDP-compatible tool