Liner: NEW Agentic Deep Research That's FULLY FREE! Beats Perplexity, GPT-4.5 & Gemini Deep Research

Summary

The video introduces Liner, a new AI-powered deep research agent that excels in generating in-depth, accurate reports. It surpasses major competitors like Google's research tool and Perplexity’s GPT-4.5 in terms of source aggregation and precision, using over 50 trusted academic sources. Liner provides users with 10 free reports daily, offers reliable scholarly citations, and includes features like 360-degree reports, scholar mode, and custom filters for publication dates. The tool is ideal for students, researchers, and professionals, making complex research more accessible, accurate, and efficient.

Takeaways

• 😀 Liner is a new deep research AI agent that outperforms major competitors like Google's deep research agent and GPT-4.5 in terms of generating in-depth reports.
• 😀 Liner offers 10 free reports daily, making it more accessible than Google’s deep research agent, which only provides 5 free generations.
• 😀 Liner aggregates information from over 50 trusted academic sources, such as PubMed, Nature, and Archive, to ensure accuracy and reliability.
• 😀 Unlike other AI tools, Liner uses a ranker model and fine-tuned language models to enhance source quality and improve user intent understanding.
• 😀 Liner's deep research reports are designed for students, researchers, and professionals looking for detailed analyses of various topics.
• 😀 The tool provides features like source evaluation based on citation volume to ensure credibility, helping users assess the quality of information.
• 😀 The tool's user interface allows easy source tracking, letting users click on specific sections of the generated report to view the original sources.
• 😀 Liner supports generating reports using only scholarly articles, allowing users to avoid unreliable sources like LinkedIn, Reddit, or Quora.
• 😀 Users can customize the depth of their research reports by requesting more details or adjusting the filters for sources such as publication date and citations.
• 😀 Liner’s deep research process is faster and more efficient compared to competitors, offering users a higher-quality experience with improved access to credible sources.

Q & A

What makes the Liner Deep Research Agent stand out compared to other tools like Google's Deep Research Agent?

Liner Deep Research is notable for its superior accuracy and in-depth analysis, outperforming tools like Google's Deep Research Agent by offering more sources, faster generation times, and a more accessible format. It provides users with 10 free reports daily, more than the five offered by Google's tool.

How does Liner Deep Research ensure the reliability of its sources?

Liner Deep Research aggregates from over 50 trusted academic sources, including archives like PubMed and Nature. It also ranks sources based on citation volume, ensuring credibility, and uses advanced ranking models to enhance reference quality.

What feature does Liner Deep Research offer for scholars or users seeking academic sources?

Liner allows users to filter results to only include scholarly articles and references from legitimate academic sources. This can be done by enabling the 'scholarly papers only' option, ensuring that the generated reports are based on authoritative research.

How does Liner Deep Research handle large queries and generate in-depth reports?

Liner Deep Research breaks down queries into multiple steps, with different agents working together to analyze various sources. It then generates a structured output that includes citation information for each part of the report, ensuring transparency and accuracy.

What are the key features of Liner's report generation process?

Liner generates 360-degree reports that include detailed information on a topic. It offers features like source citation visibility, the ability to interact with the report by clicking through to sources, and the option to ask follow-up questions to refine the analysis.

How does Liner Deep Research compare to other tools in terms of accessibility and affordability?

Liner offers a more affordable and accessible solution compared to other tools. It provides up to 10 free reports per day, while Google’s Deep Research Agent only provides five. Liner's outputs are available in various formats, including sharable PDFs, making it easier for users to work with and distribute.

Can users request more detailed reports in Liner Deep Research?

Yes, users can request more detailed reports by simply asking Liner to expand on specific sections. The tool will incorporate additional sources and provide a more extensive output based on the user's request.

What types of sources does Liner prioritize when generating reports?

Liner prioritizes academic and scholarly sources, ensuring that the research is well-backed by authoritative references. It focuses on peer-reviewed journals and academic papers, avoiding less credible sources like forums or social media.

How does Liner Deep Research help users understand the sources used in their reports?

Liner provides users with a clear overview of the sources used in each part of the report. When a user clicks on a specific section of the report, they can view the corresponding source, and the tool even offers summaries of these sources to enhance understanding.

What customization options does Liner offer to fine-tune the sources used for research?

Liner allows users to filter sources based on publication date, access type (open access), and citation volume. These filters enable users to tailor the research to their specific needs, focusing on the most relevant and credible information.