openclaw-serperSearches Google and extracts full page content from every result via trafilatura. Returns clean readable text, not just snippets. Use when the user needs web search, research, current events, news, factual lookups, product comparisons, technical documentation, or any question requiring up-to-date information from the internet.
Install via ClawdBot CLI:
clawdbot install nesdeq/openclaw-serperGrade Good — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://example.comUses known external API (expected, informational)
serper.devAudited Apr 16, 2026 · audit v1.0
Generated Mar 20, 2026
Companies can use this skill to gather comprehensive data on competitor products, customer reviews, and industry trends by extracting full-text content from search results. This enables detailed analysis for product feature comparisons and market positioning without manual web scraping.
PR agencies can track breaking news and recent developments by using the current mode to fetch full articles from news sources. This helps in real-time crisis management, media sentiment analysis, and staying updated on industry announcements without relying on snippets.
Researchers and students can perform in-depth searches for scholarly articles, technical documentation, and historical data using the default mode. The full-text extraction allows for thorough review and citation without needing to visit multiple websites manually.
Travel platforms can generate localized guides and recommendations by setting locale flags (e.g., --gl fr --hl fr) to extract content from region-specific websites. This provides up-to-date information on attractions, prices, and events tailored to non-English speaking users.
Financial analysts can use the current mode to gather real-time news and reports on stock prices, company earnings, and economic events. The full article extraction ensures comprehensive data for investment decisions and market trend analysis.
Offer this skill as part of a subscription-based platform for businesses needing automated web research. Revenue comes from monthly fees based on usage tiers, with added features like analytics dashboards and API access for integration into existing workflows.
Provide consulting and development services to integrate this skill into clients' existing AI systems or applications. Revenue is generated through project-based fees for setup, customization, and ongoing support tailored to specific industry needs.
Aggregate and anonymize data collected from searches to create market intelligence reports or datasets for sale. Revenue streams include one-time purchases of reports or licensing fees for access to curated data feeds in sectors like marketing or finance.
💬 Integration Tip
Ensure Python 3 and trafilatura are installed, and avoid redundant web fetching tools to optimize performance and adhere to the skill's constraints.
Scored Apr 19, 2026
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