Get oriented, refine a question, or identify promising studies from a manageable set of sources.
Explore a question →Academic research, synthesis, and writing
Find the literature.
Build the argument.
Search scholarly sources, select the studies that matter, compare their evidence, work with your PDFs, and develop citation-aware academic drafts in one researcher-controlled workspace.
Semantic ScholarTR DizinPubMedarXivYour PDF library
Research workspaceEvidence-led
Search the literature
Start with a question. Build a focused evidence pool.
AI in teacher educationSearch
Teacher readiness for AI integration2025 · Frontiers in Education
RelevantGenerative AI in teacher preparation2024 · Teaching and Teacher Education
RelevantKeep relevant sources
Choose the papers that will support your analysis.
✓
Teacher readiness for AI integration2025 · 37 citations
✓
Generative AI in teacher preparation2024 · 82 citations
Policy guidance for AI-enabled teaching2023 · 21 citations
Examine the evidence
Compare findings and methods across selected sources.
SourceMethodFindingReadiness studySurveySupportPreparation reviewReviewSupportPolicy analysisDocumentContext
Draft with citations
Turn selected evidence into a citation-aware academic draft.
Teacher preparation is increasingly shaped by the need to develop practical AI literacy and critical judgement. Recent evidence suggests that readiness depends on institutional support and guided practice (Author, 2025; Author, 2024).
One connected workflowDiscover · focused evidence pool
Research modes
Choose speed, depth, or structured comparison.
Start with a research question, then choose the scale and structure that fit the work you need to do.
Build a broader evidence base for developed comparison, synthesis, and academic writing.
Build a review →Compare selected studies by purpose, method, participants, findings, and limitations.
Compare studies →Literature tools
Search papers, then see how they connect.
Use Paper Search to screen individual studies, or choose Quick, Pro, or Deep in the research workspace when you need increasing discovery and synthesis depth. Use Citation Map when you need to follow a paper's foundations and influence through its reference network.
Find papers by phrase, keyword, or title, inspect the same source cards used across the workspace, and save promising studies for later.
Search papers →Start from one or more papers, then switch between their cited foundations and later influence without losing the selected paper.
Open Citation Map →From question to cited draft
Keep the route from source to sentence visible.
Discover and organise
Search connected sources, save useful studies, and continue an evolving research question without starting again.
Read and compare
Review PDFs and study details while comparing claims, methods, findings, and limitations across selected sources.
Draft with sources in view
Develop literature reviews, gap analyses, annotated bibliographies, and introductions from evidence you have chosen.
Sources and formats
Bring together the literature you need.
Semantic Scholar
Broad scholarly discovery and related-study exploration.
TR Dizin
National Turkish academic literature in the same workflow.
PubMed
Biomedical and health-science research discovery.
arXiv
Preprints and current work across technical disciplines.
Your PDFs
A private source library for material you already hold.
APAMLAChicagoHarvardAMA
Plans for every stage of research
Start free. Add literature capacity when you need it.
Every plan includes unlimited Paper Search. Higher plans add full Citation Map density, Map Ask capacity, deeper searching, stored PDFs, research chat, and academic drafting.
Free
£0forever
For exploring academic literature with a small, personal research library.
- Unlimited Paper Search
- Citation Map with Low density
- 15 Quick searches per month
- 10 Pro searches and 1 Deep analysis
- 10 research chats and 3 drafted outputs
- 5 stored PDFs (up to 20,000 extracted characters)
Student
£10per month
For coursework, dissertations, and sustained literature review.
- Unlimited Paper Search and Citation Map at every density
- Map Ask: 50 Low, 20 Medium, and 10 High questions per month
- 500 Quick searches, 500 Pro searches, and 100 Deep analyses
- 300 research chats and 50 Craft drafts
- 100 stored PDFs (up to 500,000 extracted characters)
- Up to 25 MB per PDF
Academic
£20per month
For researchers building larger evidence bases and ongoing scholarly outputs.
- Unlimited Paper Search and Citation Map at every density
- Map Ask: 100 Low, 75 Medium, and 50 High questions per month
- 1,000 Quick searches, 1,000 Pro searches, and 500 Deep analyses
- 1,000 research chats and 250 Craft drafts
- 500 stored PDFs (up to 1 million extracted characters)
- Up to 50 MB per PDF
Institution
Customcontact-led plan
For departments, research groups, classes, and supervised cohorts requiring an arrangement matched to their needs.
- Unlimited Paper Search and Citation Map at every density
- Custom Map Ask capacity for Low, Medium, and High density
- Custom number of seats
- Custom research-library capacity
- Custom discovery, chat, and drafting allowances
- Shared access and support arranged for your organisation
- Access and terms arranged through support
Compare plan allowances⌄
| Capability | Free | Student | Academic | Institution |
|---|---|---|---|---|
| Paper Search | ✓ | ✓ | ✓ | ✓ |
| Citation Map | Low density | Low, Medium, and High density | Low, Medium, and High density | Low, Medium, and High density |
| Map Ask — Low/Medium/High density / month | — | 50/20/10 | 100/75/50 | Custom |
| Quick Search / month | 15 | 500 | 1,000 | Custom |
| Pro Search / month | 10 | 500 | 1,000 | Custom |
| Deep analyses / month | 1 | 100 | 500 | Custom |
| Chat with research / month | 10 | 300 | 1,000 | Custom |
| Craft / month | 3 | 50 | 250 | Custom |
| Stored PDFs | 5 | 100 | 500 | Custom |
| Extracted PDF text capacity | 20,000 characters | 500,000 characters | 1 million characters | Custom |
| Maximum PDF size | 10 MB | 25 MB | 50 MB | Custom |
| Evidence-led citations and export tools | ✓ | ✓ | ✓ | ✓ |
Free, Student, and Academic prices are in pounds sterling. Allowances reset on your monthly billing cycle.
Byleron Research journal
Research practice, evidence, and academic writing.
Practical articles on finding literature, comparing studies, using PDFs carefully, and drafting responsibly from reviewed sources. View all articles →
Research design
From research question to search strategy
Turn a broad interest into a search approach that can be reviewed, refined, and explained.
Explore the journal →Evidence synthesis
Comparing studies without over-claiming
Keep differences in context, method, sample, and evidence strength visible in a synthesis.
Explore the journal →AI and research practice
Using AI to draft, not decide
Use tools to organise and draft from selected sources without outsourcing scholarly judgement.
Explore the journal →Help Center
Detailed answers are available when you need them.
Find practical guidance for research modes, selecting sources, PDF text, Deep comparison, Craft, citations, monthly allowances, and troubleshooting.
Open Help CenterHow does Craft work?
Craft combines selected, reviewed research results and their sources into a planned academic draft. It does not choose new literature for you.
Read the full answer →How does the PDF library work?
Store PDFs you have the right to use, search extracted text where possible, and check important quotations against the original document.
Read the full answer →What does Deep do?
Deep helps organise and compare a larger selected source set while keeping the evidence and limits of the comparison visible.
Read the full answer →How do Paper Search and Citation Map differ?
Paper Search is for finding and screening individual studies. Citation Map is for following the references and citations around selected papers.
Read the full answer →Evidence before fluency
Academic writing is stronger when its evidence remains within reach.
Byleron Research helps make literature work more manageable. It does not replace reading, methodological judgement, authorship responsibility, peer review, or research ethics.