moonlings

Asks ChatGPT and Perplexity live (with web search) about a local business's hours, address, phone, and category, then verifies each stated fact against Google Business data. Returns a severity-ranked list of what AI gets wrong — conservative by design, so it never cries wolf.

Google reviews competitor comparison for local SEO and AI visibility: AI assistants and the local pack lean on review signals. Compares your rating and review count against top same-category rivals nearby, with the gap math done — who leads, by how much, what closing it takes.

Scrape Thumbtack pros by service and city: business name, star rating, review count, hires, Top Pro badge, service area, and (optionally) full profiles with reviews, credentials, business hours, and specialties. Pay per result.

AI brand visibility tracker for local businesses: asks ChatGPT & Perplexity live with web search who they recommend in your category and city. Real appearance counts, competitors named instead of you, and the sites AI answers cite — AEO/GEO ground truth, never an invented score.

Why is AI not recommending your business? AI brand visibility audit for local businesses: live ChatGPT & Perplexity appearance counts (AEO/GEO ground truth) plus the competitor, Google-review, and ads evidence behind the answer — from a quick scan to a full night report.