LiteratureMapSee how the research actually connects
LiteratureMap takes a set of papers or a topic and draws the relationship graph - what builds on what, who cites whom, and where the gaps are - so a literature review stops being a list and becomes a map.
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Key takeaways
- Citation relationship graph (hypotheses; OpenAlex cited_by only when you paste a DOI)
- Theme clusters
- Gap finder
LiteratureMap — decision-support themes
Honest capability chips — not fabricated customer counts or uptime stats.
What LiteratureMap does
LiteratureMap — See how the research actually connects Use it as decision-support: demo mode works without a live key; live runs require configuration. No fabricated metrics, and no claims for SSO/CSV/Slack unless that surface is actually shipped.
What this is NOT
- Not a law firm, GRC platform, or certification body.
- Not a guarantee that outputs will satisfy every regulator or auditor.
- Not a substitute for qualified human review on high-stakes decisions.
Controller / Processor — When packs mention privacy roles, we use GDPR Art.4 labels (decision-support only).
Where teams get stuck without LiteratureMap
Citation relationship graph (hypotheses; OpenAlex cited_by only when you paste a DOI)
Without reliable citation relationship graph (hypotheses; openalex cited_by only when you paste a doi), work stays inconsistent and gaps show up after ship.
Theme clusters
Without reliable theme clusters, work stays inconsistent and gaps show up after ship.
Gap finder
Without reliable gap finder, work stays inconsistent and gaps show up after ship.
Exportable outline + seed BibTeX/RIS (user paste, not Zotero sync)
Without reliable exportable outline + seed bibtex/ris (user paste, not zotero sync), work stays inconsistent and gaps show up after ship.
Describe. Review. Ship with LiteratureMap
See how the research actually connects
Citation relationship graph (hypotheses; OpenAlex cited_by only when you paste a DOI)
Citation relationship graph (hypotheses; OpenAlex cited_by only when you paste a DOI) — deterministic and exportable. Decision-support, not a certificate.
Theme clusters
Theme clusters — deterministic and exportable. Decision-support, not a certificate.
Gap finder
Gap finder — deterministic and exportable. Decision-support, not a certificate.
Exportable outline + seed BibTeX/RIS (user paste, not Zotero sync)
Exportable outline + seed BibTeX/RIS (user paste, not Zotero sync) — deterministic and exportable. Decision-support, not a certificate.
Everything you need to ship faster
Citation relationship graph (hypotheses; OpenAlex cited_by only when you paste a DOI)
Use LiteratureMap to citation relationship graph (hypotheses; openalex cited_by only when you paste a doi).
Theme clusters
Use LiteratureMap to theme clusters.
Gap finder
Use LiteratureMap to gap finder.
Exportable outline + seed BibTeX/RIS (user paste, not Zotero sync)
Use LiteratureMap to exportable outline + seed bibtex/ris (user paste, not zotero sync).
From idea to result in 3 steps
Input
Describe your goal in plain language.
Process
LiteratureMap structures the work and runs the workflow.
Ship
Copy, export, or upgrade for 40 runs/day · 300/mo.
Where teams use LiteratureMap
See how the research actually connects
Citation relationship graph (hypotheses; OpenAlex cited_by only when you paste a DOI)
Use LiteratureMap to citation relationship graph (hypotheses; openalex cited_by only when you paste a doi).
Try it on this page
or generate below.
Your output will appear here.
Saved history
What you get on the free tier
Try it on this page
Paste your topic and see the outline immediately - no account, no credit card.
Deterministic by default
Structure and coverage checks run from a versioned rule set with concrete remediation steps.
Pay only if you need more
Free tier covers casual use. Upgrade for higher volume, saved history and export.
Honest boundaries
LiteratureMap — See how the research actually connects Use it as decision-support: demo mode works without a live key; live runs require configuration. No fabricated metrics, and no claims for SSO/CSV/Slack unless that surface is actually shipped. Decision-support only — not a certificate, legal opinion, or conformity assessment.
Simple plans that scale
All paid plans include
- Citation relationship graph (hypotheses; OpenAlex cited_by only when you paste a DOI)
- Theme clusters
- Gap finder
- Email support on paid plans — no hidden add-ons for core studio use
- Limited daily AI runs (3/day · 15/mo)
- Studio demo (no extra LLM fee)
- AI included: 300 gens/mo · fair use (gpt-4o-mini)
- No separate AI subscription required
- Priority support · Yearly $290
- Team seats · API access (roadmap)
- Optional BYOK (your OpenAI key)
Feature comparison
What each plan includes — quotas reflect the enforced fair-use limits.
| Dimension | Free | Pro | Enterprise |
|---|---|---|---|
| Usage | |||
| AI runs | 3/day · 15/mo | 40/day · 300/mo | 200/day · 3,000/mo |
| Report export | Watermarked | Clean export | Clean export |
| Audit log | Not included | ✓ Included | ✓ Included |
| Product | |||
| Citation relationship graph (hypotheses; OpenAlex cited_by only when you paste a DOI) | ✓ Included | ✓ Included | ✓ Included |
| Theme clusters | ✓ Included | ✓ Included | ✓ Included |
| Gap finder | ✓ Included | ✓ Included | ✓ Included |
| Exportable outline + seed BibTeX/RIS (user paste, not Zotero sync) | ✓ Included | ✓ Included | ✓ Included |
| BYOK (your LLM key) | Not included | Not included | ✓ |
| SSO | Not included | Not included | Roadmap |
| Support & compliance | |||
| Support | Community | Priority | Custom SLA |
Already paid? Unlock Pro with your license
Licenses are issued manually after your payment is confirmed: we generate one per paid order and send it to the purchase email, typically within a few hours. Enter it below to activate Pro on this device — no account needed. Nothing yet? Write to lixingliangsy@163.com and reference your order email.
Your questions, answered
What is LiteratureMap?
See how the research actually connects
Who should use LiteratureMap?
Operators and builders who need a fast first draft or checklist from LiteratureMap.
Does it work without an API key?
Yes in explicit Demo mode. Live AI requires a configured key.
Does it guarantee outcomes?
No. Outputs are decision-support; you still review before publishing or acting.
Does it include SSO, Slack, or bulk CSV?
Only if those features are implemented in this product build — do not assume them from marketing copy.
Where does data go?
Runs may be stored locally under the product's .data/ boundary; treat demos as ephemeral.
Which countries and regions can I use LiteratureMap in?
As a cloud web app, LiteratureMap is reachable from any country with internet access; there is no region lock by default. Payment availability via our merchant of record (Waffo Pancake) may vary by processor and region.
Is LiteratureMap GDPR and privacy compliant?
Your inputs are used only to generate your output and are never sold. Retention, sub-processors, and your rights are described on our Privacy page; Enterprise plans can include a DPA and NDA on request.
What languages does LiteratureMap support?
The interface and generated results are in English. You can paste input in other major languages wherever the underlying model understands them.
Quick answers
- Citation relationship graph
- Theme clusters
- Gap finder
- Exportable outline
- Pricing starts at $0 (Free).
How it compares
| Dimension | Manual | LiteratureMap |
|---|---|---|
| Speed | Minutes per run | Hours to days |
| Consistency | Same ruleset every run | Varies by person |
| Output | Structured, exportable result | Free-form |
| Best for | First-pass decision-support | Final sign-off |
When not to use: Use qualified human review instead — outputs are decision-support; you still review before publishing or acting.
- literaturemap howto 2026 — From the LiteratureMap blog.
- literaturemap overview 2026 — From the LiteratureMap blog.
- Fleet launch notes — LiteratureMap ships in the LX AI Micro-SaaS fleet.
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