Alternatives
Tools that cover the same task as Liner (research), ranked by how completely their pricing, free tier and API access are documented. Checked Oct 4, 2026.
TXYZ is a research workspace that integrates literature search, reading assistance, problem solving, and AI writing agents for academic workflows. Free access covers basic uploads and Pages while Pro and Ultra raise limits, library access, and model quality.
Best for: Researchers and students who need AI help reading papers, searching literature, and drafting Pages.
Litmaps is literature-review software that visualizes citation networks, recommends related papers, and sends literature alerts for researchers. It helps students and professionals discover, map, and monitor academic sources faster than manual search alone.
Best for: Researchers, students, and R&D teams conducting systematic reviews who need visual citation maps and alerts.
AnswerThis is a Y Combinator–backed research assistant for literature reviews and evidence workflows. Researchers upload drafts or questions, search a large paper and trial corpus, evaluate citations, and run PRISMA- or Cochrane-aligned systematic review steps with export to reference managers.
Best for: Grad students, academic labs, and industry research teams who need grounded, citable literature search and systematic review tooling rather than generic chat.
ScholarAI is an AI research assistant for searching peer-reviewed literature, summarizing papers, organizing citations, and drafting with in-text references. It targets students, developers, and life-sciences teams with agentic chat, library imports, and HIPAA-oriented research tooling.
Best for: Students, academic researchers, and R&D teams who need cited literature search, summarization, and writing support.
Consensus is an AI academic search engine over peer-reviewed literature. It supports paper search plus Pro and Deep modes that synthesize evidence, study snapshots, and collections, with optional API and MCP access on paid tiers for students, clinicians, and researchers.
Best for: Students, clinicians, and researchers who want cited answers grounded in scientific papers instead of open-web chat.
Rayyan is a systematic review platform for screening literature, deduplicating references, extracting PICO data, and collaborating on evidence synthesis. AI relevance predictions and ResearchPilot accelerate search and screening for academic and enterprise teams.
Best for: Researchers and institutions running systematic reviews who need blind screening and team workflows.
Enago Read (formerly RAxter) is an AI literature-review workspace for researchers. It summarizes papers section by section, surfaces key insights, finds related literature from a large database, and adds a Copilot chat mode for deeper paper Q&A and collaboration.
Best for: Graduate students, faculty, and R&D teams who need faster screening, summarization, and discovery across academic PDFs.
CiteTrue verifies academic citations and finds authentic sources for students, editors, and researchers. It checks reference lists and drafts against bibliographic databases, flags fabricated or mismatched entries, and adds tools such as Citation Finder, Paper Draft, and AI Humanizer for literature workflows.
Best for: Undergraduates through faculty and journal staff who must batch-check bibliographies and catch AI-hallucinated references before submission or review.
Homesage.ai provides AI property intelligence for investors, agents, and lenders, combining investment search with subscription API credits for reports and analytics across U.S. properties. Plans scale monthly credits from Starter through Large volumes.
Best for: Real estate investors, agents, and developers who need searchable property insights and report credits at scale.
GoSearch is an AI enterprise search layer that connects more than 100 workplace apps to power chat, custom agents, and no-code workflows grounded in company knowledge. Teams use it to discover answers, automate routine tasks, and deploy agents in Slack, Teams, and browser extensions.
Best for: Enterprises and knowledge workers who need federated search, AI chat, and automations across fragmented SaaS tools.
txyz.ai has an ongoing free plan. Free plan includes basic file upload and analysis, starter library access, and up to five writing Pages. Free plans change, so check the vendor before relying on one.
CiteTrue has the lowest listed starting price at $5.99/mo, compared with $14.99/mo for Liner.
txyz.ai, Scholar AI, Consensus, Rayyan, CiteTrue mention API or developer access.