Innogath vs Liner

Innogath is an AI research workspace that turns questions, files, links, and follow-up conversations into structured reports with citations, visual data blocks, and branching pages. Its Deep Research mode plans a task, reviews web pages or uploaded evidence, cross-checks claims, and produces a report with references. Reports can branch into child pages that retain summaries and citations from their parent. The workspace generates a visual knowledge map, and its canvas supports flowcharts, mind maps, timelines, charts, and comparison matrices. A rich-text Notebook supports project writing, and reports can be exported as PDF, Markdown, or DOCX. Supported uploads include PDFs, CSVs, documents, spreadsheets, and images; link inspection depends on the selected mode. A free plan includes 500 credits per month, basic-depth research, Markdown export, and one concurrent research task. Pro costs $115.20 a year, billed annually, and Ultra costs $32 a year, billed yearly. The service runs on macOS, Windows, and the web.

Liner combines AI search, academic research, and writing tools for professional workflows. Its search answers include citations users can follow, and searches can be limited to a chosen pool of sources. Liner Scholar supports paper discovery, citation following, comparisons across papers, literature reviews, and research hypotheses. Liner Write drafts from a topic, adds citations, edits text with AI, and exports to PDF or DOCX. Free accounts get unlimited Advanced Search and access to Image Generation and Deep Research, but have no agent credits, receive answers with ads, and can upload one file per day up to 25MB. Pro and Max list ChatGPT, Gemini, and Claude model access, with larger upload limits and ad-free search. Liner is available on Android, iOS, macOS, Windows, web, as an extension, and through an API. Pro costs $14.99 a month billed annually; Max costs $29.99 a month billed annually. Team includes a dedicated workspace and excludes team data from AI training.