Research Agent
AI Employee That Works 24/7
9-dimension competitive intelligence – sentiment, entities, weak signals, source credibility
Your Research Agent is a senior competitive intelligence analyst, not a news aggregator. Every article is analyzed across 9 dimensions: strategic summary (what it MEANS for your business), relevance scoring, category (competitor/industry/tech/opportunity), urgency level, market sentiment, key entity extraction (companies, people, funding amounts), competitive dimension tracking (product/pricing/positioning/partnerships/talent/technology/expansion/funding), source credibility rating, and weak signal detection for trends before they go mainstream. High-relevance findings trigger instant alerts. Weekly reports reveal patterns and strategic insights.
What It Does
Every feature designed to save you time and grow your business.
9-field competitive intelligence analysis per article
Sentiment analysis: positive/negative/neutral/mixed market mood
Named entity extraction: companies, people, funding amounts, products
8 competitive dimensions: product, pricing, positioning, partnerships, talent, tech, expansion, funding
Source credibility scoring: high (Reuters) / medium (industry blog) / low (unverified)
Weak signal detection – early indicators before trends go mainstream
Urgency classification: immediate (24h) / soon (this week) / monitor (weeks/months)
4 categories: competitor news, industry trends, tech developments, market opportunities
URL and RSS feed monitoring (4x daily scans)
Instant alerts for high-relevance changes, daily digests, weekly trend reports
How It Works
From setup to results in 6 simple steps.
Source Monitoring
Fetches URLs and RSS feeds 4x daily – detects meaningful changes via content hashing
9-Dimension Analysis
Every article analyzed: summary, relevance, category, urgency, sentiment, entities, competitive dimension, credibility, weak signals
Entity Extraction
Extracts companies, people, funding amounts, products – builds knowledge graph over time
Weak Signal Detection
Flags emerging topics before they go mainstream – early indicators for strategic planning
Smart Alerting
Immediate (24h action) → instant alert. Soon (this week) → daily digest. Monitor → weekly report
Strategic Report
Weekly: competitive landscape shifts, sentiment trends, entity relationships, opportunities
Perfect For
Businesses that get the most value from Research Agent.
Tracking competitor pricing and product changes
Monitoring industry news and regulatory updates
Watching job postings of competitors (hiring signals)
Following technology trends in your space
Brand mention monitoring across news outlets
Common questions about Research Agent.
Questions & Answers
What are the 9 analysis dimensions?
Every article is analyzed for: (1) strategic summary, (2) relevance score 0-100, (3) category (competitor/industry/tech/opportunity), (4) urgency (immediate/soon/monitor), (5) market sentiment (positive/negative/neutral/mixed), (6) key entities (companies, people, amounts), (7) competitive dimension (product/pricing/positioning/partnerships/talent/tech/expansion/funding), (8) source credibility (high/medium/low), (9) weak signal detection.
What is weak signal detection?
Weak signals are emerging topics mentioned by few sources that haven't gone mainstream yet – but could become significant. The agent flags these even at lower relevance scores because they're gold for strategic planning. Example: a niche technology appearing in 3 separate industry blogs in the same week.
How does source credibility work?
Each source is rated: high (Reuters, Bloomberg, TechCrunch, official company blogs), medium (industry blogs, LinkedIn posts from verified professionals), low (random blogs, unverified social media, content farms). This helps you filter noise from signal.
Can it track competitor hiring patterns?
Yes. Job posting monitoring is one of the most powerful competitive signals – it reveals where competitors are investing. The agent tracks this under the 'talent' competitive dimension and flags unusual hiring patterns (e.g., a competitor suddenly hiring 10 AI engineers).
Pricing
Choose the plan that fits your needs.
