Market Analysis
Competitive intelligence without the analyst headcount
Probe AI gives strategy teams, product managers, and business analysts access to structured market intelligence. 16 parallel agents search the web and X/Twitter to surface trends, competitor moves, and customer sentiment with cited sources.
The Problem
Market intelligence is expensive. Enterprise tools like Gartner, CB Insights, and Forrester charge five- and six-figure annual subscriptions. Smaller teams resort to manual research: reading industry blogs, monitoring competitor websites, tracking news, and scrolling X/Twitter for customer feedback. This takes hours per topic and produces inconsistent results.
The challenge is synthesis. Information about market trends, competitive dynamics, and regulatory shifts exists across thousands of sources. No single analyst can monitor all of them consistently. Critical signals—a competitor pivot, a regulatory proposal, a shift in customer sentiment—get missed until they're obvious to everyone.
Most AI search tools return generic summaries without the depth or source diversity needed for strategic decisions. Decision-makers need structured analysis with verifiable citations, not paraphrased blog posts.
How Probe Helps
Trend identification
Probe's agents search industry publications, analyst commentary, news outlets, and X/Twitter discussions in parallel. The structured report synthesizes emerging trends with evidence from multiple independent sources, distinguishing signal from noise.
Competitor monitoring
Track competitor product launches, pricing changes, hiring patterns, customer complaints, and strategic announcements. Probe captures both the official narrative (press releases, blog posts) and the market reaction (X/Twitter sentiment, customer reviews, analyst takes).
Regulatory tracking
New regulations and policy proposals often appear on government websites, industry associations, and legal commentary before mainstream coverage. Probe searches these specialized sources alongside general news and social discussion to surface regulatory changes early.
Collections for ongoing monitoring
Create research collections with custom context prompts for each market you track. Run the same analysis periodically to build a longitudinal view of how trends, competitors, and sentiment shift over time.
Example Queries
Why Web + X/Twitter
Market signals are split between formal publications and real-time social discussion. Industry reports and news articles provide structured data and analyst projections. X/Twitter provides unfiltered customer feedback, competitor commentary, and practitioner insights that rarely make it into formal reports.
A competitor launches a new feature—the press release appears on the web, but the real customer reaction plays out on X/Twitter. A regulatory change is proposed—the official text is on a government site, but the industry impact analysis happens in expert threads. Probe captures both layers simultaneously, giving you the complete market picture.
Recommended Tier
Deep Research ($2) provides the right balance of depth and efficiency for most market analysis tasks, deploying 4 agents with high reasoning. For comprehensive competitive landscape reports covering 5+ competitors, Deep Research+ ($5) with all 16 agents produces broader coverage. Quick Research ($0.50) works well for fast pulse checks on specific companies or news events.
Related use cases
New accounts receive $5 in free credits—enough for two full Deep Research market analyses. No credit card required.