6 categories. 30+ sources. Continuously.
Every category feeds the same verification pipeline. No source is presented raw — 20+ automated checks run before anything reaches your briefing.
20+ automated checks on every insight
Failing any check drops the insight before it reaches your briefing.
Hallucination checkCitation verifiedInflation guardCross-source agreementSource reliability scoringDeduplication
Every scrape. Every data point. At your fingertips.
Your dashboard gives you raw access to everything we collect — filterable by competitor, platform, date, and content type.
Scraped Content Browser
Browse every ad, post, review, and page we collect — as it appears on each platform. Filter by competitor, platform, or date range.
Engagement Metrics
Likes, comments, shares, view counts — tracked per post. Spot viral content and engagement spikes as they happen.
Ad Intelligence
Competitor ad creatives, copy, targeting, spend estimates, and campaign duration. New ads auto-flagged.
Review Monitoring
Star ratings, sentiment trends, reviewer roles, pros and cons across G2, Trustpilot, Capterra, and Clutch.
Landing Page Tracking
Pricing, homepages, product pages, changelogs — monitored for messaging shifts and new deployments with freshness timestamps.
NEW
Events & Webinars
Conference speaking, webinar series, sponsorships — captured from competitor event pages and LinkedIn Events.
NEW
LLM Discoverability
How ChatGPT, Gemini, Perplexity, and Claude describe competitors in buyer-intent queries — scored weekly.
Job Postings & Hiring
Role mix, geo expansion signals, compensation bands, and hiring velocity across tracked competitors.
Changelog & Releases
Product release notes, new feature ships, deprecation signals — tracked from blog, changelog, and docs.
Newsletter & Content
Newsletter cadence, topic evolution, and content themes scraped from public archives and LinkedIn articles.
Partnerships & Integrations
Announced partners, integration marketplace additions, and go-to-market alliances.
Raw Data Access
Every field, metadata, and raw JSON available on each card. Nothing is hidden or summarised away.
Questions about the data pipeline.
How sources are scanned, verified, and scored before anything reaches your Monday briefing.
30+ sources. Verified. Weekly.
See what a verified competitive briefing looks like. Free 30-day trial.