# Rayyan vs Runopt

Rayyan records 1,116,437 monthly visits with +7.9% month-over-month growth and Freemium pricing. Runopt records 0 monthly visits with 0% growth and Contact for Pricing pricing.

| Metric | [Rayyan](https://openaitools.app/tool/rayyan) | [Runopt](https://openaitools.app/tool/runopt) |
| :--- | :--- | :--- |
| Website URL | https://www.rayyan.ai | https://runopt.co |
| Categories | AI Research Tool, AI Productivity Tools, AI Project Management, AI Workflow | AI Real Estate, AI Design Generator, AI Productivity Tools, AI Report Generator |
| Pricing Model | Freemium | Contact for Pricing |
| Monthly Visits | 1,116,437 | 0 |
| MoM Growth Rate | +7.9% | 0% |
| Primary Market | United States | Global |
| Direct Visits | 677,880 | 0 |
| 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)

## Runopt

Runopt is an AI-powered software platform for land development. It pairs interactive 3D zoning maps with logic-backed feasibility analysis so that developers, engineers, utilities, regulators and community stakeholders can evaluate sites together from the earliest stage. The goal is transparency: by surfacing zoning, terrain and utility data in a shared, data-driven view, Runopt aims to speed up approvals and reduce costly redesigns later in a project.

The platform has a strong focus on data centers, offering a collaborative surface where developers, utility providers and regulators align on power, connectivity and zoning requirements. It also includes government planning analysis that gathers the latest published municipal information and benchmarks it against neighboring jurisdictions to forecast future planning steps, plus a professional network for connecting with subject-matter experts. Broader capabilities cover residential, commercial, transportation and industrial sites, with rail and agriculture planned for later packages.

Runopt is currently onboarding via a waitlist. It emphasizes privacy and compliance, noting HTTPS encryption in transit, encrypted storage at rest, the option to delete uploaded data at any time, and help with local data storage for larger organizations. Its stated mission is to become a global leader in digital land development solutions.

**Pricing & Plans:** Runopt does not publish public pricing. The site invites visitors to join a waitlist and to contact the team, and it describes a tiered set of packages (with some use cases, such as rail and agriculture, planned for later packages). Pricing is therefore arranged directly with the vendor.

- **3D zoning maps with feasibility logic:** Interactive 3D zoning maps paired with logic-backed feasibility analysis let teams view zoning, terrain and utility constraints on a shared surface.
- **Site scoring and comparison:** Score, compare and export multiple sites to evaluate potential quickly and make data-driven investment and planning decisions.
- **Collaboration and data center site proposals:** A shared platform for developers, utilities and regulators to align on power, connectivity and zoning requirements early, improving transparency.
- **Government planning analysis:** Collects and analyzes published government planning information and benchmarks it against nearby municipalities to forecast future planning steps.
- **Compliance and productivity automation:** Automates repetitive calculations so teams can complete hundreds of site assessments per year faster, while keeping projects aligned with the latest zoning and regulatory requirements.

**Strengths:** Combines 3D visualization with logic-backed feasibility in one platform; Built for multi-stakeholder collaboration between developers, utilities and regulators; Automates repetitive site calculations to speed up assessments; Strong stated data-privacy posture with encryption and deletable uploads

**Limitations:** Still in a waitlist phase, so immediate access may be limited; Pricing is not published, requiring a sales conversation; Focused mainly on site feasibility and zoning rather than full design or construction documentation; Some use cases such as rail and agriculture are noted as later packages

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

## Frequently Asked Questions

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

Rayyan has 1,116,437 monthly visits, while Runopt has 0. 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%; Runopt has 0%.

### 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. Runopt: Contact for Pricing. Runopt does not publish public pricing. The site invites visitors to join a waitlist and to contact the team, and it describes a tiered set of packages (with some use cases, such as rail and agriculture, planned for later packages). Pricing is therefore arranged directly with the vendor.

## 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 | [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) |
| 6 | [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) |
| 7 | [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) |
| 8 | [DealMachine](https://openaitools.app/tool/dealmachine-com) | 410,500 | +63.1% | Free Trial, Paid | AI property data, skip tracing and direct mail for real estate investors | [.md](https://openaitools.app/tool/dealmachine-com.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 | [XLeads](https://openaitools.app/tool/xleads-com) | 277,102 | +78.1% | Paid | All-in-one real estate wholesaling platform with free skip tracing and AI deal automation | [.md](https://openaitools.app/tool/xleads-com.md) |

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

More Markdown: [Categories](https://openaitools.app/categories.md) · [Traffic rankings](https://openaitools.app/rankings.md) · [llms.txt](https://openaitools.app/llms.txt)