LinFictional demo persona
Paper reading → meeting outline
An authorized paper + your discussion question
Organize the question, methods, findings and limitations with locations in the original text.
From research materials to a manuscript draft
Connect your protocol, literature, data analysis and writing in one project.
- example outputs
- 80
- research disciplines
- 5
- 01Plan the research
Clarify the question, existing materials and analysis plan.
- 02Build the evidence
Search, read and verify sources; organize citations.
- 03Analyze and visualize
Develop results and figures from your data and plan.
- 04Draft the manuscript
Connect the protocol, evidence and results.
- 05Review and export
Check numbers, citations and open questions; export files.
Research examples
Browse research outputs and find a starting point for your task.
View allSynthetic-material demo
Queue latency: an evidence-linked reading report
Connect the question, design and values to quoted evidence, with source passages in the report.
View outputSynthetic-material demo
Library opening hours: an observational plan
Plan calendar checks, confounding assessment and dependence using daily aggregate data.
View outputSynthetic-material demo
Research workflow presentation
Five slides in Chinese covering a synthetic observational study, its original chart, limitations and next steps.
View outputResearch
Start with your task
Illustrative scenarios featuring fictional personas.
ChenFictional demo persona
Research materials → manuscript draft
Your protocol + literature and analysis results
Develop the manuscript structure, connect figures and citations, and identify missing materials.
ZhouFictional demo persona
Reviewer comments → revision materials
Your manuscript + reviewer comments
Map requested changes, prepare draft responses, and flag decisions for author review.
Bring the right expertise into your research
Clear professional perspectives for every step, from evidence and statistics to writing and scientific visuals.
Research disciplines
Choose your field to get started.
Medicine & public health
Work from medical research questions through evidence, protocols, controlled analysis, manuscripts and peer-review materials.
ExploreLife sciences
Connect experimental literature and controls with replicate checks, exploratory analysis, mechanistic arguments and research communication.
ExploreComputer science & AI
Compare methods, review code, test small CPU prototypes and examine evaluation reproducibility.
Explore
Mathematics & physics
Connect model assumptions and derivations with small numerical computations, error checks and research writing.
Explore
Social sciences
Connect theory, survey design and source organization with descriptive analysis, assisted coding and academic writing.
ExploreMedical research landscapes: papers, trials, and R&D
Results retain sources and cutoff dates and do not replace systematic reviews, efficacy judgments, or investment decisions.
Choose your plan
Subscribe monthly or yearly for the credits you need.Loading plans…
Credit use depends on your model, task and input length.
You stay involved
Keep the sources
Trace citations and outputs back to their sources.
Confirm key decisions
AI does not replace clinical judgment, ethics review or journal decisions.
Use authorized materials
Confirm usage rights and applicable ethics requirements.