Every signal, every source.

Tracks new repos, commits, releases, and stars for competitor organizations. Reveals tech stack decisions, open-source bets, and release cadence before press coverage.

Monitors open roles across major ATS platforms. Hiring patterns reveal product bets, market expansion, and team growth before any announcement.

Real-time news search for company mentions, product launches, funding rounds, and executive changes. Alerts on importance-scored breaking news.

Detects copy changes, new page sections, and layout shifts on competitor websites. Pricing page changes are tracked separately with full diff.

Monitors brand mentions, customer complaints, and community sentiment across Reddit and HN. Early signal of product problems or viral moments.

Tracks competitor launches and related product launches in their category. Often the first public signal of a new product or pivot.

Detects when competitors upload or fine-tune AI models. Early signal of AI strategy, model specialization, and upcoming ML-powered features.

Monitors 10-K, 10-Q, 8-K, and S-1 filings. Extracts revenue figures, risk disclosures, new business lines, and executive compensation from regulatory documents.

Tracks new patent applications and grants. Patent filings reveal R&D direction 12-24 months before product release — the ultimate forward-looking signal.

Monitors new trademark filings by competitor companies. New trademarks often precede product launches, rebrandings, or expansion into new market categories.

Searches federal and state court dockets for lawsuits involving competitors. Extracts case type, parties, financial figures, and opinion summaries — legal risk made visible.

Maps competitor infrastructure: open ports, exposed services, cloud providers, TLS certificates, and known CVEs. Reveals tech stack and security posture without touching their systems.

Passively maps competitor subdomains via public DNS records. Strategic subdomains (api2, beta, staging, checkout, careers) signal product expansion and infrastructure moves.

Checks if competitor domains have appeared in known data breaches. Breach history reveals security maturity and can signal customer trust vulnerabilities you can leverage.

Checks 25 common bucket naming patterns for public accessibility. Publicly listable S3 buckets can reveal build artifacts, marketing assets, exports, and internal docs — all legally accessible.

Scans public paste sites for accidental data exposure — API keys, internal URLs, database strings, credentials. Engineers debugging or onboarding often accidentally share sensitive snippets.

Searches public GitHub repositories for accidental internal domain references, unreleased feature keywords, and new repos. Catches leaks and roadmap hints in public code.

Monitors TLS certificate issuance for competitor domains. New certificates for internal subdomains, staging environments, or new products are publicly logged and often reveal stealth projects.

Tracks version updates, changelogs, and rating changes for competitor mobile apps. App updates often telegraph backend changes, new features, and support quality trends.

Tracks hiring acceleration and deceleration by department over time. A sudden 3x spike in ML engineer postings is a stronger signal than any press release.

Monitors public posts about new hires, departures, and conference talks at competitor companies. Executive movement and engineering team shifts often precede pivots.

Monitors customer sentiment on public review platforms and Reddit. Feature gaps, support complaints, and NPS trends surface before they hit earnings calls.

Detects pricing page changes using content fingerprinting and Wayback Machine diffs. Price increases, new tiers, and feature gate changes are flagged immediately.

Compares current pages against archived snapshots to show exactly what changed — removed features, new positioning, pricing restructures, and killed pages.

Monitors active ad creatives, spend estimates, and messaging angles for competitor brands. Reveals campaign focus areas and growth channels when configured with an API token.