Consensus LibGuide for Academic Research - Consensus

Consensus LibGuide for Academic Research

Consensus LibGuide for Academic Research

A comprehensive guide to using Consensus, an AI-powered search engine that helps faculty, students, and researchers find peer-reviewed literature, conduct literature reviews, and access evidence-based research with proper citations.

01

What is Consensus?

01

What is Consensus?

Consensus is an AI-powered search engine and research tool that:

  1. Identifies the most relevant peer-reviewed literature for your query, and

  2. Synthesizes a cited, evidence-based summary of the findings.


Consensus Paper Coverage

Consensus searches over 220 million research papers. These papers come from publicly available datasets like Semantic Scholar and OpenAlex, as well through proprietary partnerships with academic publishers. Consensus has coverage across all academic disciplines and includes articles from nearly all top journals.

Responsible AI Design:

Consensus is built to address the major risks of AI in academic research, particularly hallucinations (when AI fabricates sources or information that don't exist). Unlike general AI tools like ChatGPT, Consensus includes multiple safeguards:


  • Closed system: Operates exclusively within 220+ million peer-reviewed papers; cannot access unreliable web sources or invent studies

  • Search-first approach: Functions as a search engine first, finding and ranking real studies, then using AI only to interpret them

  • Verifiable sources: Every claim links directly to a real paper; click any citation to verify the source exists

  • Transparent methodology: See exactly which papers were analyzed, their quality indicators, and publication dates

  • Addresses outdated information: Publication dates visible for every paper; filter for recent research


02

When to Use Consensus

02

When to Use Consensus

Finding evidence‐based answers and verifying claims


  • Conducting or strengthening a literature review

  • Exploring new or unfamiliar topics quickly

  • Identifying key papers, authors, and influential research

  • Finding support for arguments and spotting research gaps

  • Finding evidence‐based answers and verifying claims

  • Grant or scientific writing


03

Getting Started & Access

03

Getting Started & Access

Go to www.consensus.app and sign up with your university email address


04

How to Search Effectively

04

How to Search Effectively


4.1

Search Modes

4.1

Search Modes

There are three search modes, depending on how detailed you want the results to be:



Mode

What It Does

Best For

Quick

Analyzes 10 papers; short summary

Quick overviews, fact-checking

Pro

Analyzes 20 papers; detailed summary with custom formats

Coursework, literature reviews, custom outputs

Deep

Analyzes 50 papers; comprehensive report with diagrams and tables

Thesis work, in-depth research, advanced projects

Quick

Mode

What It Does

Analyzes 10 papers; short summary

Best For

Quick overviews, fact-checking

Pro

Mode

What It Does

Analyzes 20 papers; detailed summary with custom formats

Best For

Coursework, literature reviews, custom outputs

Deep

Mode

What It Does

Analyzes 50 papers; comprehensive report with diagrams and tables

Best For

Thesis work, in-depth research, advanced projects


4.2

Write Effective Prompts

4.2

Write Effective Prompts

Consensus is flexible and adapts to different search styles. You can search using natural language questions, commands, keywords, Boolean operators, paper titles, and more.

Natural Language Questions & Commands:







Keyword & Phrase Searches:


Use keywords or phrases:



Search by researcher name to find their published work:


Use MeSH (Medical Subject Headings) terms for medical searches:


Boolean Operators

Refine searches with Boolean logic for more control:



OR

Include either term:



"Quotes"

Exact phrase:



When to Use Each Search Method


Search Type

Best For

Example

Natural Language Questions

When your research question is defined, but you're still exploring

Does creatine improve cognition?

Commands

PRO MODE

Custom formats: tables, lists, outlines, summaries

"Create a table comparing..."

Keyword Search

Broad topic exploration

climate change coral reefs

Boolean Search

Precision searching; complex queries with multiple concepts

(depression OR anxiety) AND meditation AND college students

Title Search

Finding a specific known paper

"Effects of Meditation on Anxiety"

Author Search

Exploring a researcher's body of work

Sarah Johnson neuroscience

Natural Language Questions

Search Type

Best For

When your research question is defined, but you're still exploring

Example

Does creatine improve cognition?

Commands

PRO MODE

Search Type

Best For

Custom formats: tables, lists, outlines, summaries

Example

"Create a table comparing..."

Keyword Search

Search Type

Best For

Broad topic exploration

Example

climate change coral reefs

Boolean Search

Search Type

Best For

Precision searching; complex queries with multiple concepts

Example

(depression OR anxiety) AND meditation AND college students

Title Search

Search Type

Best For

Finding a specific known paper

Example

"Effects of Meditation on Anxiety"

Author Search

Search Type

Best For

Exploring a researcher's body of work

Example

Sarah Johnson neuroscience

Tips for Better Results


  • Be specific: "smartphone addiction in adolescents" not "phone use"

  • Focus your queries to topics likely covered in academic research papers

  • Include key terms and relationships you're investigating

  • Use MeSH terms for medical topics to improve accuracy


Pro Tip:

Switch to Deep when you want more thorough diagrams, tables, and a fuller synthesis. More info on Deep Search

Pro Tip:

Switch to Deep when you want more thorough diagrams, tables, and a fuller synthesis. More info on Deep Search


05

Understanding Your Search Results

05

Understanding Your Search Results


5.1

Pro Analysis Response (Before Paper Results)

5.1

Pro Analysis Response (Before Paper Results)

When you run a search, especially with Pro mode, you'll see a comprehensive analysis at the top of your results page:



Key Components:

TL;DR Header

Quick takeaway before diving into details


In-line Citations

  • Citation numbers link directly to the supporting research papers

  • ✓ (checkmark) in citation = full text was analyzed

  • No checkmark = abstract was analyzed

  • Click any citation to view paper details or to go directly to the paper


Visualizations

To make research more engaging and accessible, Consensus automatically fires different visualizations based on your query type. These visual aids are particularly helpful for neurodivergent learners and those who process information visually

  • Consensus Meter: Distribution of findings for yes/no questions

  • Claims & Evidence Tables: Key claims with supporting evidence for complex topics

  • Research Gaps Heat Maps: Identifies understudied areas

  • Results Timeline: Publication patterns over time for broad topic searches

*Note: Visualizations do not appear for every search. Consensus automatically selects the most relevant visualizations based on your query type and the available research. You'll see a results timeline when you search for keywords, ask about how something has evolved over time, or run a deep search.


Action buttons

  • Export button: Click to copy text, copy with citations, or export as PDF *Example of an exported PDF

  • Filter button (three dashes, next to Export): Click to refine your paper results with advanced filters


Suggested Follow-Up Questions

Clickable prompts that help you explore related topics or dive deeper into specific aspects.


5.2

Individual Paper Results (Below Pro Analysis)

5.2

Individual Paper Results (Below Pro Analysis)

Below the Pro Analysis, individual papers are displayed as numbered entries:


Customize Your Results View

Switch between three display options using the view buttons at the top right of your results:


  • Default: Full details with key takeaways

  • Compact: Same as Default without key takeaways (faster scanning)

  • Table: Compare papers side-by-side with study attributes

Switch between three display options using the view buttons at the top right of your results:


  • Paper title and authors — The original research study

  • AI-extracted key finding — A one-sentence summary of the main conclusion

  • Study details — Publication year, journal, sample size, and study type

  • Citation information — For proper referencing

Click any entry to open the paper details panel on the right, where you can access the abstract, PDF, and full paper information:



Pro Tip:

Use the key takeaway as a quick filter to identify which papers are worth diving into. This saves time by helping you focus on the most relevant research.

Pro Tip:

Use the key takeaway as a quick filter to identify which papers are worth diving into. This saves time by helping you focus on the most relevant research.


06

Accessing Full‑Text Papers

06

Accessing Full‑Text Papers

Consensus has both paywalled articles and Open Access articles within our corpus. Every article will have a direct link to get to the underlying source. These links will say one of two things, indicating if the source is a paywalled article, or is Open Access:


  • If the link says "PDF", the paper is Open Access and this link will take you directly to the full text

  • If the link says "Full Text" the paper is paywalled and this link will take you directly to publishers website to access the paper with your credentials

If you are a part of an institution that subscribes to LibKey, you can enable the LibKey integration by going to your Consensus Settings page and selecting your institution. When the integration is enabled, all paywalled papers will take you directly to a university page to access the paper.


Important:

AI summaries are helpful starting points, but always read the original abstract and paper before citing. AI can miss nuances, limitations, or important caveats. If you cannot access a full text, contact your librarian or request the paper through interlibrary loan.

Important:

AI summaries are helpful starting points, but always read the original abstract and paper before citing. AI can miss nuances, limitations, or important caveats. If you cannot access a full text, contact your librarian or request the paper through interlibrary loan.


07

Key features at a glance

07

Key features at a glance


  • 7.1 Consensus Meter: Visual distribution of papers that support, contradict, or show mixed/conditional results

  • 7.2 Citations: One‑click formatted citations and guidance to ensure proper attribution

  • 7.3 Search Filters: Narrow by date, study type, access, citations, sample size, domain, and more

  • 7.4 Threads: Use for follow‑up questions and iterative research within the same search context

  • 7.5 Lists: Save papers and threads to custom lists for organizing different projects or topics

  • 7.6 Reference Manager Integrations: Export .RIS/.CSV or use connectors for Zotero, EndNote, Mendeley, RefWorks, Citavi, and Papers


7.1

Consensus Meter

7.1

Consensus Meter

For yes/no questions, Consensus displays a visual meter showing the distribution of research findings:



Yes (Green)

Studies that clearly support the claim

Possibly (Yellow)

Studies with partial, conditional, or weak support

Mixed (Orange)

Studies that found both supporting and contrasting evidence

No (Red)

Studies that clearly contradict the claim

Click the table icon at the bottom right of the Meter to view the Consensus Snapshot, which provides additional context for each position:


  • Summary of findings: Brief overview of what each position shows

  • Recency: Average publication date of papers in each position

  • Methods: Count of high-quality study types (Meta‑Analyses, Systematic Reviews, RCTs) in each position

  • Journals: Average journal quality (SJR score) for papers in each position

  • Citations: Total citations across papers in each position


Important:

The Consensus Meter shows the distribution of findings, but not all studies are equally rigorous. Always evaluate individual studies for quality, sample size, and methodology. Use the Consensus Snapshot to see which positions have stronger methodological support, more recent research, or higher‑quality journal publications.

Important:

The Consensus Meter shows the distribution of findings, but not all studies are equally rigorous. Always evaluate individual studies for quality, sample size, and methodology. Use the Consensus Snapshot to see which positions have stronger methodological support, more recent research, or higher‑quality journal publications.


7.2

Citations

7.2

Citations


A

Generate properly formatted citations:

Find a paper you want to cite in your search results


  1. Click the quotation mark ("") button on the paper

  2. Select your citation style (APA, MLA, Chicago, Harvard, BibTeX, or AMA)

  3. Click "Copy Text" to copy the citation to your clipboard



B

Export papers to Reference Managers

You can export papers to reference managers like Zotero, Mendeley, or EndNote. Simply click the download button and choose .RIS or .CSV format, then import the file into your reference manager.


7.3

Search Filters

7.3

Search Filters

Apply filters before or after your search to refine results. Click the Filter button (three horizontal dashes) to access filters.


Use this quick guide for some of our most popular filters:


Filter

When to use

Journal Rank

Prioritize high-impact publications when quality and reliability are critical (Q1 = highest quality journals)

Countries

Find research from specific regions or focus on studies with human participants

Publish Year

Focus on the most current research or track how findings have evolved over time

Methodology

Identify the strongest evidence (meta-analyses, RCTs) or match study design to your research needs

Sample Size

Filter for studies with larger participant numbers to ensure more reliable and generalizable findings

Study Durations

Find long-term studies to understand sustained effects or short-term studies for immediate outcomes

Fields of Study

Narrow results to your specific discipline or explore interdisciplinary perspectives

Citations

Find influential, well-established papers that have shaped the field


7.4

Threads

7.4

Threads

Threads lets you ask follow-up questions within the same search, creating a continuous conversation with the research:



How to Use Threads:


  1. Run your initial search

  2. Click "Ask a follow up..." at the bottom of the page

  3. Enter your next question (e.g., "What about in older adults?" or "What are the mechanisms?")

  4. Continue building on your research without starting over


OPTIONAL

Select Specific Papers or Upload Papers:

There are two ways to direct your follow-up questions to specific papers:



  1. Select papers from search results: Check the boxes next to papers (up to 5) before asking your question

  2. Upload your own papers: Click the dropdown menu on the left side of the search bar to upload PDFs or select from previously uploaded papers

If you don't select or upload papers, the agent will intelligently reason whether to search new papers or analyze existing results.

Managing Threads:


  • Start new Thread: Click + symbol (top left of panel) or use Ctrl+K (Windows) / Command+K (Mac)

  • Share Thread: Click 🔗 Share button → Set to Public → Copy link or share to X


Why Use Threads:

Build deeper understanding by asking follow-up questions, refining topics, exploring adjacent areas, and diving into methodology—all while maintaining context.

Why Use Threads:

Build deeper understanding by asking follow-up questions, refining topics, exploring adjacent areas, and diving into methodology—all while maintaining context.


7.5

Lists

7.5

Lists

Save searches and papers to custom lists for easy access and organization:


How to Save:


  • Click bookmark button on any paper or thread → Select or create list

  • Access lists: Click Research Hub (folder icon, left sidebar) → Lists tab

Organization Tips:


  • Create lists for different projects or paper sections

  • Use "My Favorites" for quick access to important papers

  • Save entire search threads to revisit your research path


7.6

Reference Manager Integrations

7.6

Reference Manager Integrations

Export papers to your reference manager:


  • Click the download button on a paper → choose .RIS or .CSV → import to Zotero, EndNote, Mendeley, RefWorks, Citavi, or Papers

  • Or use available connectors where supported


Pro Tip:

Use Consensus end‑to‑end: start in Pro or Deep to map the field, apply Filters to focus, save key papers to Lists, and use Threads to refine follow‑ups. Use the Export button when you’re ready to move citations into your paper.

Pro Tip:

Use Consensus end‑to‑end: start in Pro or Deep to map the field, apply Filters to focus, save key papers to Lists, and use Threads to refine follow‑ups. Use the Export button when you’re ready to move citations into your paper.


08

Academic Integrity Guidelines

08

Academic Integrity Guidelines


Never:

  • Copy Pro Analysis or AI-generated summaries directly into your papers

  • Cite papers you haven't at least reviewed the abstract for

  • Claim to have read papers when you've only seen AI summaries

  • Use AI summaries as a substitute for critical thinking and analysis


Always:

Click on citations in Pro Analysis to verify the source

  • Write findings in your own words


Golden Rule:

If you learned it from a source, cite it. When in doubt, cite it. Better to over-cite than under-cite!

Golden Rule:

If you learned it from a source, cite it. When in doubt, cite it. Better to over-cite than under-cite!


09

Tips & Best Practices

09

Tips & Best Practices


9.1

Search Strategy

9.1

Search Strategy


  1. Start Broad: Begin with general questions to understand the research landscape

  2. Then Narrow: Use filters and more specific searches to focus on exactly what you need

  3. Not getting the results you want? Rephrase: Try synonyms and different question formats

  4. Follow Citation Trails: Check reference lists in relevant papers to discover foundational research and understand how knowledge has developed


9.2

Common Mistakes to Avoid

9.2

Common Mistakes to Avoid


  • Confirmation Bias: Actively seek papers with different perspectives, not just those that support your viewpoint

  • Relying Only on AI Summaries: Always read at least the abstract for important papers; read full text for papers you cite

  • Ignoring Publication Dates: Check for recent papers; note when findings have changed over time

  • Not Checking Sample Sizes: Small studies may not be generalizable

  • Treating All Papers Equally: Evaluate quality; prioritize meta-analyses and well-designed studies


10

Getting Help

10

Getting Help


10.1

Library Support

10.1

Library Support

Your campus library offers research assistance:


  • Visit the reference desk for quick questions

  • Schedule a research consultation with a subject librarian

  • Attend library workshops on research strategies

  • Use the library's LibGuides for discipline-specific resources


Librarians are research experts!

Don't hesitate to ask for help with search strategies, evaluating sources, managing citations, or accessing full-text articles.

Librarians are research experts!

Don't hesitate to ask for help with search strategies, evaluating sources, managing citations, or accessing full-text articles.


10.2

Video Resources

10.2

Video Resources







11

Quick Reference Guide

11

Quick Reference Guide


Become a Consensus MCP expert.

For courses and more information how to use the MCP, check out our guide below.

Example: