instagram-scraperBrowser-based tool to discover Instagram profiles by location/category and scrape their public info, stats, images, and engagement with export options.
Install via ClawdBot CLI:
clawdbot install arulmozhiv/instagram-scraperGrade Good — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
post → https://instagram.com/p/ABC123/Calls external URL not in known-safe list
https://www.scrapeclaw.cc/Uses known external API (expected, informational)
cloud.google.comAudited Apr 17, 2026 · audit v1.0
Generated Mar 1, 2026
Marketing agencies can use this skill to discover and vet Instagram influencers in specific locations and categories, such as fitness trainers in Miami, for targeted campaigns. It provides detailed engagement data and follower tiers to ensure brand alignment and ROI. The scraped profile data and thumbnails help create curated influencer lists and performance reports.
Retail brands can scrape competitor Instagram profiles to analyze content strategies, follower growth, and engagement metrics in real-time. This helps identify market trends, benchmark performance, and optimize social media strategies. The JSON/CSV exports facilitate easy integration with analytics dashboards for ongoing monitoring.
Entertainment agencies can discover emerging Instagram creators in niches like fashion or beauty by location, assessing their potential through verified stats and content quality. The tool filters out low-followers and private accounts, streamlining the scouting process. Downloaded thumbnails aid in portfolio reviews and client presentations.
Local businesses, such as restaurants or gyms, can scrape Instagram profiles in their city to understand local influencer landscapes and customer preferences. This data informs partnership opportunities and targeted marketing efforts. The resume feature allows for periodic updates without restarting from scratch.
Researchers can use this skill to collect large-scale Instagram data on user behavior, engagement patterns, and demographic trends across different categories and locations. The browser simulation ensures accurate data capture, while JSON output supports statistical analysis. Proxy support enables ethical, high-volume scraping without IP blocks.
Build a subscription-based platform that leverages this skill to offer automated Instagram scraping, analytics dashboards, and influencer discovery tools to marketing agencies. Revenue comes from monthly plans tiered by scrape volume and features. Integration with residential proxies ensures reliable service for enterprise clients.
Provide customized Instagram data feeds to large corporations in retail, finance, or media, delivering scraped profile insights via API or exports. Revenue is generated through annual contracts based on data scope and frequency. The skill's configurable filters and output formats allow tailoring to specific client needs.
Offer managed services using this skill to conduct one-off or ongoing Instagram audits, competitor analysis, and influencer outreach for clients. Revenue is earned through project-based fees or retainer agreements. The tool's ease of use and proxy support enable scalable service delivery with minimal technical overhead.
💬 Integration Tip
Ensure Python3 and Chromium are installed on the agent's system, and configure residential proxies in the JSON config to avoid IP bans during large-scale scrapes.
Scored Apr 19, 2026
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