Disavow.ai vs Preuve AI

Every website picks up backlinks it didn't ask for — spam networks, link farms, scraper sites. When they cause a Google penalty or tank your rankings, you need to act fast. Disavow.ai scans your backlink profile, classifies every linking domain as clean, suspicious, or toxic using a 4-layer Smart Risk Engine, and generates the exact file Google needs to ignore the bad ones. Toxic domains are grouped into plain-English categories — Spam & Link Farms, Private Blog Networks, Known Spam Patterns, Risky Extensions, and Near-Zero Authority — each showing exactly why it was flagged. No SEO jargon, no black-box scores. Free tier lets you scan and see 15 backlinks. Pro at $39/mo gives you unlimited backlinks, full export, and weekly auto-scans. That's 70% less than Semrush for the same core functionality.

Preuve AI (Formerly Test Your Idea) validates startup ideas before you build. Describe your concept in plain language and 10 specialized AI agents scan 40+ live data sources to produce a sourced viability report in under five minutes.

Each report covers competitor landscape, total addressable market sizing, demand and trend signals, pricing benchmarks, key risk assumptions, and a composite viability score from 0 to 100. Every data point links to its source - Google Trends, Reddit, Product Hunt, Trustpilot, app stores, and more. If the data cannot verify a claim, it is not included.