Frontdoor Labs (formerly Frontdoor) vs scite.ai

Frontdoor Labs builds research software that keeps documents, notes, PDFs, and knowledge bases in one workspace instead of scattered browser tabs. Its live product Otio lets you collect source material, ask questions against saved context, and turn reading into summaries, briefs, and drafts without hopping between apps.

Generic chatbots answer from memory and lose track of citations. Frontdoor Labs centers Otio on source-linked workflows so founders, students, and analysts can see which document grounded each answer. The lab stays small and product-led, shipping focused web tools rather than broad suites, with product line 002 still marked as in research beyond Otio.

Researchers, operators, students, and teams comparing long documents are the audiences named on frontdoor.xyz. Contact runs through [email protected], and the affiliate landing page at try.frontdoor.xyz routes to the same Frontdoor Labs story while Otio itself lives at otio.ai.

Scite helps research teams ask literature questions and get answers tied to full-text papers, not abstract snippets alone. Its Assistant searches across 280M+ full-text scholarly articles, and Smart Citations show whether later work supported, contradicted, or mentioned a finding.

General research chatbots guess when paywalls block the PDF. Scite licenses content from Wiley, SAGE, and 40+ other publishers, so it reads inside the paper and links each claim to a specific sentence you can verify in one click. That evidence-first design targets literature reviews where you need to know if a result still holds, not just that it exists.

Grad students run disputed-or-affirmed checks before citing a paper. R&D teams trace grants, clinical trials, and patents in one search. Pro users get API access, 2,500 MCP credits per month, and collections up to 10,000 papers. Scite also plugs into Claude, ChatGPT, and Zotero so answers show up inside existing workflows.