bumbleBumble session, auth, matches, messages, sending, and profile-photo export via Remote Browser Service. Use to resume an existing Bumble app session, inspect...
Install via ClawdBot CLI:
clawdbot install vasyaod/bumbleGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://bumble.com/app`.Audited Apr 16, 2026 · audit v1.0
Generated May 9, 2026
Use Bumble client to automatically fetch matches and send personalized messages to potential leads on Bumble Bizz, then export profile photos for CRM enrichment. The session reuse and match verification ensure reliable automated outreach without manual login each time.
Extract Bumble matches, message threads, and profile photos for a specific user to analyze dating trends, user behavior, or competitor strategies. The JSON output of matches and messages with author tags enables structured data analysis.
Integrate Bumble client to help users recover accounts or manage messages by automating the auth flow (with user-provided phone number and SMS code) and then retrieving match lists or conversation histories for troubleshooting.
Automatically export profile photos from matches to build a curated gallery for a photography or content project. The photo export feature with CDN URL extraction and download simplifies gathering high-quality images.
After attending a networking event where Bumble Bizz was used, automate the sending of follow-up messages to new matches. The send message action verifies delivery by checking the visible thread, ensuring effective communication.
Offer a subscription-based service that uses the Bumble client to automate match discovery, message outreach, and photo fetching for sales teams. Recurring revenue from monthly or annual plans.
Provide one-time or retainer-based consulting where you use this automation to audit a client's Bumble profile, analyze match interactions, and suggest improvements. Revenue from project fees or hourly rates.
Aggregate anonymized data from Bumble profiles (with user consent) to sell insights on dating preferences, messaging patterns, or photo trends to market researchers or app developers. Revenue from data licensing.
💬 Integration Tip
Ensure the Bumble session is already authenticated before running non-auth commands; use the state command to check login status. When using auth flow, handle CAPTCHA and passkey screens manually as they require human intervention.
Scored Jun 29, 2026
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