# Rayyan vs RivetAI

Rayyan records 1,116,437 monthly visits with +7.9% month-over-month growth and Freemium pricing. RivetAI records 8,962 monthly visits with +469% growth and Paid, Contact for Pricing, Free pricing.

| Metric | [Rayyan](https://openaitools.app/tool/rayyan) | [RivetAI](https://openaitools.app/tool/rivetai) |
| :--- | :--- | :--- |
| Website URL | https://www.rayyan.ai | https://www.rivetai.com |
| Categories | AI Research Tool, AI Productivity Tools, AI Project Management, AI Workflow | AI Project Management, AI Script Writing, AI Scheduling, AI Report Generator |
| Pricing Model | Freemium | Paid, Contact for Pricing, Free |
| Monthly Visits | 1,116,437 | 8,962 |
| MoM Growth Rate | +7.9% | +469% |
| Primary Market | United States | United States |
| Direct Visits | 677,880 | 3,513 |
| Review Score | 4.5 | 4.1 |
| Saved Count | 1 | 0 |
| Supported Platforms | Website | Website |

## Rayyan

Rayyan is a dedicated platform for systematic literature reviews and evidence synthesis, used by more than a million researchers at tens of thousands of institutions across over 190 countries. Rather than being a general reference manager, it maps directly onto the standard review pipeline: importing references from multiple sources, organizing them into a library, inviting collaborators with defined roles, deduplicating the corpus, and then working through title and abstract screening followed by full-text screening with conflict resolution.

The AI layer centers on ResearchPilot, which provides zero-shot relevance ratings, an AI Analyzer, an AI Reviewer, and automated data extraction designed to be dramatically faster than manual workflows. Rayyan also ships a Systematic Auto-Resolver that can deduplicate up to 200,000 references based on your own protocol in a single action, plus a mobile app that lets reviewers screen studies on the go or even offline. Small productivity touches like programmable hot keys and randomized data sampling help teams divide large workloads without losing coordination.

Beyond screening, Rayyan covers the back half of a review too. Teams define structured data extraction fields, apply PICO frameworks to structure evaluation, capture study-level data, assess Risk of Bias with dedicated tooling, and generate PRISMA flow diagrams for publication. A strong emphasis on auditability and transparency means every decision is traceable and reproducible. An API is available to extend Rayyan beyond the interface, and pricing runs from a generous free tier for basic use up to enterprise plans for institutional research programs.

**Pricing & Plans:** Free forever for basic use with no credit card required, making core screening and deduplication accessible to individual researchers. Paid and enterprise plans unlock advanced capabilities such as ResearchPilot, Risk of Bias, and institutional features; pricing details are available on the site and through sales.

- **Automatic deduplication:** The Systematic Auto-Resolver deduplicates up to 200,000 references using your own inclusion and exclusion protocol with one click.
- **ResearchPilot AI:** ResearchPilot delivers zero-shot relevance ratings, an AI Analyzer, an AI Reviewer, and auto-extraction to speed up search, screening, and data capture.
- **Screening and conflict resolution:** Work through title, abstract, and full-text screening with inclusion and exclusion tagging, conflict resolution, and blinded reviewer modes.
- **Data extraction and PRISMA reporting:** Capture structured study data with configurable extraction fields, apply PICO frameworks, and export results with auto-generated PRISMA diagrams.
- **Collaboration and scalability:** Randomly sample subsets, divide workloads, manage roles, and screen offline via the mobile app, with full audit trails for reproducibility.

**Strengths:** Covers the full systematic review workflow from import to PRISMA export; ResearchPilot AI speeds up search, screening, and extraction; Deduplicates up to 200,000 references from your own protocol; Offline-capable mobile app for screening anywhere

**Limitations:** Full-text screening workflows still demand significant reviewer time; Some advanced AI capabilities are aimed at enterprise and institutional plans; Requires structuring your review protocol to get the most from automation

[Profile (Markdown)](https://openaitools.app/tool/rayyan.md)

## RivetAI

RivetAI is a pre-production tool for film and television that starts from a single locked screenplay. Upload the script and it generates a first pass on three core documents at once: the scene-by-scene breakdown, the stripboard, and the budget topsheet. From there your 1st AD and line producer take over, editing and locking as they go. The pitch is straightforward — walk into prep with the board already built instead of spending the first two weeks assembling it by hand.

The workflow is designed so nothing is frozen too early. Change the script and the breakdown, board, and budget update together, but nothing locks until your crew confirms it. Writers get a clean draft with tracked revisions, colored revision pages, and coverage reports readable before a script goes out. The visual production roadmap lets a whole team review pacing and shot direction on something that moves rather than a static deck.

Licensing is per project rather than a monthly subscription. The free tier covers up to five scenes in the script editor so teams can test the platform. Writer is $49.99 per project with 30 first passes and one collaborator; Studio is $150 per project with 100 first passes, up to nine crew seats, stripboards, scheduling, budgeting, scoped API keys, and an MCP client integration. Enterprise adds SAML/OIDC SSO, custom roles, multi-project volume agreements, and pooled first passes across shows.

Security is a headline part of the offer. The site states the script is never used to train AI models, script text is never logged in analytics, data is encrypted in transit and at rest with TLS 1.2+ and AES-256, and access runs on workspace and project role-based controls with MFA. Per-workspace data isolation and an activity log for access changes round out the model for studios that need to sign off internally.

**Pricing & Plans:** Free tier for up to five scenes in the script editor. Writer costs $49.99 per project with 30 first passes and one collaborator. Studio costs $150 per project with 100 first passes and up to nine crew seats. Enterprise pricing is custom and includes SSO, volume agreements, and pooled passes. Licensing is per project, paid once, not a subscription.

- **Script to first-pass breakdown:** Upload a screenplay and RivetAI produces a first pass on the breakdown, stripboard, and topsheet that your 1st AD and line producer refine.
- **Scene-by-scene element tagging:** Cast, props, stunts, locations, vehicles, and SFX are tagged scene by scene, with colored revisions that follow your locked draft.
- **Stripboard and shoot-day scheduling:** Stripboard, DOOD, and one-liner views where dragging a strip updates the day count, plus AI schedule generation and reruns.
- **Budget topsheets and incentives:** Line-item estimates by account with the tax incentives your shooting locations qualify for, plus AI budget analysis and reruns.
- **Script privacy and workspace security:** Encryption in transit and at rest, workspace and project RBAC, MFA, share links, and a stated policy that your script never trains AI.

**Strengths:** Generates breakdown, stripboard, and topsheet first passes from one script upload; Per-project, pay-once licensing instead of a recurring subscription; Strong script privacy stance with no AI training on your material; Free tier lets you draft five scenes before committing

**Limitations:** Per-project licensing means costs scale with the number of shows, not a flat monthly fee; Collaborator seats are capped per tier (You+1 on Writer, You+8 on Studio); Budgeting and scheduling modules are gated behind the Studio tier; Enterprise SSO, volume terms, and pooled passes require a sales conversation

[Profile (Markdown)](https://openaitools.app/tool/rivetai.md)

## Frequently Asked Questions

### How do Rayyan and RivetAI compare in monthly traffic?

Rayyan has 1,116,437 monthly visits, while RivetAI has 8,962. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Rayyan has a month-over-month growth rate of +7.9%; RivetAI has +469%.

### How does pricing compare?

Rayyan: Freemium. Free forever for basic use with no credit card required, making core screening and deduplication accessible to individual researchers. Paid and enterprise plans unlock advanced capabilities such as ResearchPilot, Risk of Bias, and institutional features; pricing details are available on the site and through sales. RivetAI: Paid, Contact for Pricing, Free. Free tier for up to five scenes in the script editor. Writer costs $49.99 per project with 30 first passes and one collaborator. Studio costs $150 per project with 100 first passes and up to nine crew seats. Enterprise pricing is custom and includes SSO, volume agreements, and pooled passes. Licensing is per project, paid once, not a subscription.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Semantic Scholar](https://openaitools.app/tool/semantic-scholar) | 8,198,672 | +5.8% | Free | Provides a completely free and open academic search database, but lacks collaborative literature review screening tools. | [.md](https://openaitools.app/tool/semantic-scholar.md) |
| 2 | [Consensus](https://openaitools.app/tool/consensus) | 6,014,388 | -1.2% | Freemium | Great for finding scientific agreement and evidence-backed answers, but lacks dedicated screening queues and systematic review extraction forms. | [.md](https://openaitools.app/tool/consensus.md) |
| 3 | [SciSpace](https://openaitools.app/tool/scispace) | 4,464,111 | +8.6% | Freemium | Excellent for reading, chatting with, and summarizing individual papers, but less structured for multi-reviewer systematic review screening. | [.md](https://openaitools.app/tool/scispace.md) |
| 4 | [Elicit](https://openaitools.app/tool/elicit) | 1,751,507 | +3.1% | Freemium | Stronger automated data extraction and evidence synthesis from papers, but less focused on collaborative title and abstract screening workflows. | [.md](https://openaitools.app/tool/elicit.md) |
| 5 | [Updream](https://openaitools.app/tool/updream) | 855,700 | -29.5% | Freemium | AI video creation assistant from script to storyboard to shot prompts | [.md](https://openaitools.app/tool/updream.md) |
| 6 | [Scite](https://openaitools.app/tool/scite) | 841,974 | +1.1% | Free Trial, Contact for Pricing | Offers powerful citation analysis and smart citation metrics, but is less tailored for full PRISMA systematic review workflows. | [.md](https://openaitools.app/tool/scite.md) |
| 7 | [ResearchRabbit](https://openaitools.app/tool/researchrabbit) | 831,571 | +3.1% | Free | Visualizes citation networks and paper relationships wonderfully, but lacks Rayyan's screening, tagging, and exclusion tracking features. | [.md](https://openaitools.app/tool/researchrabbit.md) |
| 8 | [Connected Papers](https://openaitools.app/tool/connected-papers) | 750,576 | +3.1% | Freemium | Provides intuitive visual maps of academic literature connections, but doesn't support systematic review screening or data extraction. | [.md](https://openaitools.app/tool/connected-papers.md) |
| 9 | [Paperguide](https://openaitools.app/tool/paperguide) | 371,972 | -2.9% | Freemium | Provides solid literature search and reference management tools, but lacks Rayyan's specialized collaborative screening interface. | [.md](https://openaitools.app/tool/paperguide.md) |
| 10 | [Scholarcy](https://openaitools.app/tool/scholarcy) | 195,058 | +4.6% | Freemium | Summarizes academic papers into interactive flashcards, but misses comprehensive systematic review screening pipelines. | [.md](https://openaitools.app/tool/scholarcy.md) |

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Source: https://openaitools.app/compare/rayyan-vs-rivetai

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