Rayyan vs Conveo

Comprehensive side-by-side comparison — features, pricing, performance, and more.

Data last refreshed October 2026

Rayyan

Rayyan Systems, Inc.

AI-Powered Systematic Review & Literature Review Platform

Freemium

75% verification coverage

Conveo

Confident decisions in days with AI-led interviews.

Enterprise

79% verification coverage

Trust & Reliability

Rayyan

Users:1M-10M

Customers (per vendor):IQVIA, Qatar University, University of Gävle +7

GDPR

SOC 2

HIPAA

Conveo

Users:100K-1M

Customers (per vendor):Canva, Edgard & Cooper, JDE Peet’s +7

GDPR

SOC 2

Too Close to Call

Rayyan (6.1) vs Conveo (5.7) — difference of 0.4 points

Scores are AI-estimated from publicly available data — not an independent test or a verified user rating. How we rank →

AI Comparison Summary

Rayyan

6.1

avg score

Conveo

5.7

avg score

Both tools score very similarly overall — the best choice depends on your specific priorities.

Based on 7 dimensions

Scores are AI-estimated from publicly available data — not an independent test or a verified user rating. How we rank →

Too close to call — it's a tie

Rayyan

Best For

Individual researchers getting started with systematic reviews

PhD students and postdocs needing AI-powered tools to save time

Professionals conducting complex reviews with upgraded AI capabilities

Research groups and departments requiring shared workflows and collaboration

Conveo

Best For

Enterprise teams behind leading global brands

Insights teams needing to field studies without agency windows

Brand and marketing teams testing concepts and messaging

Innovation teams exploring territories and shaping ideas

* Verdict is based on our algorithmic scoring of publicly available data. Learn about our methodology

Rayyan is best for

💻Coding & Dev5.0💬Chat & Conversation5.0🎧Customer Support5.0

Conveo is best for

💬Chat & Conversation8.0🎨Image & Design6.0💻Coding & Dev5.3

Filter by your use case:

Limitations

Rayyan

Cons

Free plan is limited to 3 active reviews and 2 free reviewers
Free plan has limited mobile app access
Advanced plan does not include AI Reviewer, AI Analyzer, Chat with Abstracts, Chat with Full Texts, Auto Match PDF, or Auto Retrieve PDF
Advanced plan does not include Enterprise Admin features
Advanced plan does not include PRISMA 2020 Report, Kappa Report, Duplicates Removed Report, Screening Report, Full Text Screening Report, Data Extraction Report, Risk of Bias Report, Copy References, Data Sampling, Meta-Analysis, or Audit Log
Advanced plan does not include Single Sign On (SSO) or MCP Server

Conveo

Cons

Fraud prevention features for duplicate respondents or misrepresentation are optional and not enabled by default
Processing of technical or biometric signals for fraud prevention is not enabled by default
Does not collect or process biometric data for uniquely identifying individuals by default
Does not perform facial recognition, biometric enrollment, identity matching, or create/store biometric templates by default
Payment for participants may be voided if consent for video use in marketing is withdrawn

Weighted Score — Adjust What Matters to You

Pick a profile or drag sliders — scores and radar update instantly on the right.

Quick profiles:

Ease of Use5

Customization5

Support5

Integration5

Compliance & Data Protection5

Performance5

Planning Quality5

Dimension Comparison

Rayyan

6.1

/ 10

Your pick

Conveo

5.7

/ 10

Dimension Breakdown

Ease of Use

How intuitive is onboarding, UI navigation, and day-to-day usage for the target audience?

Rayyan

6.0▲ +3.0

Conveo

3.0

Customization

Calculated

How much can users tailor workflows, settings, prompts, or outputs to their needs?

Rayyan

6.0

Conveo

6.0

Support

How strong is the documentation, customer support, community, and learning resources?

Rayyan

7.0▲ +1.0

Conveo

6.0

Integration

Calculated

How well does it connect with other tools, APIs, and workflows?

Rayyan

7.0▲ +1.0

Conveo

6.0

Compliance & Data Protection

Calculated

Compliance certifications and data-protection posture, counted from ten verified signals: SOC 2 Type II, GDPR compliance, HIPAA, WCAG AA/AAA, PII redaction, licensed-only training, a published sub-processor list, a downloadable DPA, not training on user data, and a documented deletion path

Rayyan

7.0

Conveo

8.0▲ +1.0

Performance

Calculated

Latency + throughput speed

Rayyan

5.0

Conveo

5.0

Planning Quality

Calculated

Multi-step planning depth + replanning capability

Rayyan

5.0

Conveo

6.0▲ +1.0

Calculated = derived from structured signals (integration count, API/open-source config, compliance certs, response-time). AI = LLM-assessed from public website content. Methodology

Task Performance

Rayyan

Task

Conveo

5.0

Literature Search

3.0

7.0

Citation Management

4.0

8.0

Data Extraction

7.0

2.0

Hypothesis Generation

5.0

4.0

Paper Summarization

3.0

7.0

Methodology Guidance

8.0

5.0

Cross Reference

7.0

5.0

Knowledge Synthesis

8.0

4.0

Experiment Tracking

5.0

6.0

Peer Review Support

3.0

4.0

Data Visualization

6.0

Natural Language Queries

8.0

* Task scores (1–10) are algorithmically generated from publicly available data.

Data is sourced from public information and vendor websites. It may not always be up-to-date — verify pricing and features directly with the vendor before purchasing.Report inaccuracy

Frequently Asked Questions

What are the main differences between Rayyan and Conveo?

Rayyan — "AI-Powered Systematic Review & Literature Review Platform". Conveo — "Confident decisions in days with AI-led interviews". The Features section on this page compares them side by side.

Who is Rayyan best for compared with Conveo?

Rayyan is best for Individual researchers getting started with systematic reviews; and for PhD students and postdocs needing AI-powered tools to save time. Conveo is best for Enterprise teams behind leading global brands; and for Insights teams needing to field studies without agency windows.

How does the pricing of Rayyan compare with Conveo?

Rayyan is freemium, includes a free plan, paid plans start at $8.33/month. Conveo is enterprise-priced (custom quote). Always verify current pricing with the vendor.

Does Rayyan or Conveo have a free plan?

Rayyan has a free plan. Conveo does not list a free plan in our data. Always verify current pricing with the vendor.

Do Rayyan and Conveo offer an API?

Rayyan offers API access on its enterprise plans. Conveo offers a public API.

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