GuidesStack

Literature review stack

Find candidate papers, preserve source metadata, and turn disagreement into a review outline.

Intermediate
Tool stack

Literature review stack

Researchers mapping a field before drafting a review.

Tools5 (3 required)BudgetFree-first: Elicit, Semantic Scholar, Zotero. Paid optional: Connected Papers, Consensus, Claude.Workflow4 stepsLevelintermediate
Before you start
  • Familiarity with academic databases
  • Basic understanding of citation management
Monthly math

Stack cost calculator

Required tools from Free – $64/mo per month when every seat is on the cheapest monthly tier.

  • ElicitrequiredFree·$49/mo
  • Semantic ScholarrequiredFree
  • ZoterorequiredFree
  • Connected PapersoptionalFree
  • ConsensusoptionalFree·$15/mo

Vendor annual plans, usage billing, and team seats can change the real bill. Treat this as a floor, not a quote.

Role × tool

Find candidate papers, preserve source metadata, and turn disagreement into a review outline.

Elicit

required

Scope search questions and extract candidate-paper signals.

Basic Free · Pro $49/mo · Scale $169/mo · Enterprise CustomOpen dossier →

Semantic Scholar

required

Verify paper metadata and citation trails outside vendor summaries.

Web & alerts Free · Graph API Free · Bulk datasets FreeOpen dossier →

Zotero

required

Store opened sources, notes, PDFs, and review clusters.

Free Free · 2 GB $20/yr · 6 GB $60/yr · Unlimited $120/yr · Institutional CustomOpen dossier →

Connected Papers

optional

Map adjacent papers and avoid missing nearby clusters.

Free Free · Academic Custom · Business Custom · Group Academic Custom · Group Business CustomOpen dossier →

Consensus

optional

Spot claim-level disagreement to inspect manually.

Free Free · Pro (monthly) $15/mo · Pro (annual) $120/yr · Deep (monthly) $65/mo · Deep (annual) $540/yr · Teams Custom · Enterprise CustomOpen dossier →
Run order

How the pieces fit together

  1. Set the review boundary before opening search tools.
  2. Search and graph candidates, then open only sources that match the boundary.
  3. Save kept papers to Zotero with type, reason, and limitation notes.
  4. Use AI tools to surface disagreement, never to replace methods reading.
Before you ship

This stack only earns its keep when you actually follow the run order.

  • Graph tools reveal proximity, not paper quality.
  • Consensus-style summaries must be checked against the cited papers.
  • A review outline without disagreement is usually still a bibliography.