Show HN: Kalshi Market Intelligence and AI Signal Analyst
Original Article Summary
Hi HN,I built a lightweight market intelligence layer for Kalshi prediction markets.Instead of scraping pages, it intercepts Kalshi’s APIs to track: • Stateful volume trends (rising / falling) • Liquidity depth • Basic sentiment signalsIt also includes a B…
Read full article at Apify.com✨Our Analysis
Apify's launch of the Kalshi Market Intelligence and AI Signal Analyst marks a significant development in market trend analysis, leveraging Kalshi's APIs to track stateful volume trends, liquidity depth, and basic sentiment signals. This means that website owners, particularly those in the finance and trading niches, will need to consider the potential impact of AI-driven market analysis tools on their online presence. As these tools become more prevalent, website owners may see an increase in AI bot traffic from services like Apify's Kalshi Market Intelligence, which could affect their site's performance and analytics. To prepare for this shift, website owners can take several steps: monitor their site's traffic for unusual patterns that may indicate AI bot activity, update their llms.txt files to reflect any changes in their site's structure or content, and consider implementing measures to distinguish between human and AI-driven traffic to ensure accurate analytics and maintain site integrity.
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