Field notes
The AyeWatch blog.
Guides and insights on AI-powered monitoring, competitive intelligence, and staying ahead of the information curve.
Competitor Monitoring 101: Track Any Company's Moves Automatically
Manual competitor research is slow, incomplete, and expensive. Automated competitor monitoring tracks every significant move across pricing, products, and messaging.
June 1, 2026
How to Monitor Competitor Pricing Pages Without Manual Checking
Competitor pricing changes are one of the highest-signal competitive intelligence inputs. Here's how to monitor them automatically without any manual checking.
June 10, 2026
How SaaS Companies Use Automated Monitoring for Competitive Advantage
Leading SaaS companies treat competitive intelligence as a product. Automated monitoring of competitors, markets, and platforms is the engine behind their advantage.
July 10, 2026
Monitor Competitor Product Launches Before TechCrunch Does
Competitors signal new products through job postings, GitHub commits, domain registrations, and patent filings weeks before the launch press release. Here's how to catch the signals.
April 26, 2026
Monitor Competitor Hiring to Detect Strategy Shifts Before They Ship
Job postings are a public strategic signal. When a competitor starts hiring for a new capability, they've already decided to build it. Here's how to read the signal.
April 26, 2026
Sales-Trigger Monitoring: Get Alerted When a Prospect Raises Money or Hires a VP
The best time to reach a prospect is when they just had a funding event, a leadership change, or a strategic shift. AI monitoring tells you the moment it happens.
April 26, 2026
Due Diligence with AI: Shortcut the First Two Weeks of Any Deal
The opening phase of any due diligence process is dominated by public information gathering. AI monitoring covers that layer continuously — so by the time a deal surfaces, you already have the context.
April 27, 2026
Government Contract Monitoring: Never Miss a Federal Bid on SAM.gov
Federal contracts are publicly posted on SAM.gov hours before most vendors find out. Real-time government contract monitoring means you respond before competitors even see the opportunity.
June 13, 2026
ESG Monitoring: Track Corporate Sustainability Claims and Spot Greenwashing
ESG claims are everywhere. Verification is rare. Institutional investors, journalists, and NGOs who can spot greenwashing before it becomes a headline have a genuine edge.
June 13, 2026
How to Automate Market Research With AI Monitoring
Manual market research is slow, expensive, and outdated the moment it's done. AI monitoring builds a continuous, always-current research function for a fraction of the cost of a research firm.
June 13, 2026
YC Batch Monitoring: How Founders Track Y Combinator and Accelerator News
Every YC batch is a map of where smart money is betting. Founders, investors, and recruiters who track batch announcements the moment they drop get there before the launch PR cycle begins.
June 13, 2026
How Founders Monitor Competitors for Pivot and Strategy Signals
Startups pivot without press releases. But they leave signals — job postings change, messaging shifts, social focus moves. Founders who catch these signals have weeks of advance notice.
June 13, 2026
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