Kelsey Todd

Pull competitor ads from the public Meta Ad Library with ad copy, CTAs, landing pages, and angle tags.

Search Reddit for complaints, recommendations, alternatives, and buying-intent signals.

Turn Stack Overflow questions into product and automation opportunity signals.

Find manual workflows, repetitive admin work, and automation opportunities in public job descriptions.

Turn public job boards into hiring signals with department, seniority, and tech-stack tags.

Spot finance, FP&A, and planning-system hiring triggers from public Greenhouse and Lever job boards.

Scrape Google Play app listing metadata, ratings, categories, and positioning copy.

Compare Google Play apps by ratings, reviews, category, pricing, and positioning.

Give OpenClaw a simple feed of useful Apify actors, GitHub releases, and npm package updates.

Monitor public GitHub issues for bugs, regressions, and pain signals buyers can see.

Find Reddit posts and comments where people are actively looking for software, alternatives, services, or better ways to solve a problem.