X intelligence powered by Grok's native Responses API tools — real-time X search, cross-platform verification, data analysis, and structured extraction of narratives, sentiment, timelines, profiles, and claims.
Use Grok's native x_search tool first for X/Twitter intelligence. Add web_search when the task needs cross-platform verification, and add code_interpreter when the user wants trend analysis, counting, clustering, or other quantitative work.
x_search for live X research, account monitoring, narrative tracking, and claim sourcing.web_search when the user asks to verify X claims against the broader web.code_interpreter when the user wants analysis of frequency, sentiment shifts, timelines, or engagement patterns.When the user asks for analysis, aim to include:
If the user wants structured output, return stable fields such as:
sentiment: overall_sentiment, sentiment_score, key_claims[], notable_accounts[]narrative: dominant_narratives[], emerging_narratives[], counter_narratives[]timeline: events[] with date, source_handle, significance, urlprofiles: per-account posting_style, main_topics[], key_positions[], recent_notable_posts[]claims: claims[] with attribution, claim_type, verifiable, context, urlx_search for X-native work instead of inventing scraping flows.x_search with web_search.code_interpreter.