# Consensus vs Crowded

Consensus records 6,014,388 monthly visits with -1.2% month-over-month growth and Freemium pricing. Crowded records 37,118 monthly visits with -18.4% growth and Contact for Pricing pricing.

| Metric | [Consensus](https://openaitools.app/tool/consensus) | [Crowded](https://openaitools.app/tool/crowded) |
| :--- | :--- | :--- |
| Website URL | https://consensus.app | https://bankingcrowded.com |
| Categories | AI Search Engine, AI Research Tool, AI Papers, AI Article Summarizer | AI For Finance, AI Accounting, AI API, AI Assistant |
| Pricing Model | Freemium | Contact for Pricing |
| Monthly Visits | 6,014,388 | 37,118 |
| MoM Growth Rate | -1.2% | -18.4% |
| Primary Market | United States | United States |
| Direct Visits | 2,918,713 | 24,934 |
| Review Score | 4.7 | 4.1 |
| Saved Count | 31 | 0 |
| Supported Platforms | Website | Website |

## Consensus

Consensus works like a scholarly search engine supercharged by AI. Instead of returning a flat list of PDFs, you ask a natural-language research question and Consensus extracts claims from relevant papers, then shows you what the studies actually find. A Consensus Meter summarizes the weight of evidence for yes/no questions, so you can see at a glance whether scientists largely agree, disagree, or remain divided.

The platform indexes hundreds of millions of peer-reviewed papers spanning medicine, biology, psychology, economics and more. Answers link straight back to the source studies, and you can filter by study design, journal quality, sample size and publication year to separate stronger evidence from weaker signals. Features like Deep Search, Topic Synthesis and Skills let researchers build a working knowledge base over time rather than starting from scratch on every query.

Consensus is designed for researchers, clinicians, students and analysts who need trustworthy signals from the scientific record without drowning in irrelevant results. A free tier gives limited AI-powered searches each month, while paid plans unlock unlimited use, advanced filters and deeper synthesis.

**Pricing & Plans:** Freemium. A free tier offers a limited number of AI-powered searches per month; paid individual plans unlock unlimited searches and advanced research features, with discounted student pricing and team/enterprise options.

- **Evidence-grounded answers:** Ask a research question in plain language and get answers synthesized from peer-reviewed studies, with each claim linked to its source paper.
- **Consensus Meter:** A visual summary shows how the scientific literature leans on a yes/no question, indicating agreement, disagreement or mixed evidence.
- **Powerful filters:** Narrow results by study design, sample size, journal quality, publication year and more to prioritize high-quality evidence.
- **Topic synthesis and Deep Search:** Aggregate findings across many studies into structured summaries that map what is known and where the gaps are.
- **Research workspace:** Save papers, organize sources and build a persistent knowledge base for literature reviews and ongoing projects.

**Strengths:** Answers cite real peer-reviewed papers, so claims are verifiable; Consensus Meter makes it easy to gauge scientific agreement at a glance; Rich filters help separate high-quality evidence from weaker studies; Fast, clean interface designed around research workflows

**Limitations:** Free tier caps the number of AI-assisted searches per month; Coverage is strongest for STEM and health fields, lighter for some humanities topics; It guides you toward sources but is not a substitute for reading full papers

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

## Crowded

Crowded is an all-in-one financial platform for mission-driven organizations - nonprofits, associations, foundations, fiscal sponsors, sports clubs, Greek life and education nonprofits. Instead of juggling a bank, an accounting tool, a payment processor and a compliance spreadsheet, organizations run banking, collections, spending and filings from a single dashboard.

The banking layer is digital checking with subaccounts, so a national organization can give every chapter its own account and debit cards while headquarters still sees every balance, transaction and filing status. Money movement is designed around approvals: dues, invoices, event fees and donations flow into the right account, and disbursements, grant payments and bill pay leave a traceable record a treasurer or auditor can follow.

On the compliance side, Crowded leans on AI to reduce admin. Transactions are tagged automatically as they happen so books close faster, IRS Form 990 and 990-PF filings are pre-filled from your own data, and sales tax refund claims are handled with AI assistance. Solly AI, a conversational assistant, lets staff ask questions about nonprofit data in plain language, and the platform API plus integrations with tools like QuickBooks, Xero and Sage let Crowded slot into existing finance stacks.

**Pricing & Plans:** Crowded publishes a pricing page but positions itself as demo-led for most organizations. Plans are typically customized by organization size, subaccount count and the collections, compliance and banking modules you need. Contact Crowded or book a demo for a quote.

- **Banking and subaccounts:** Digital FDIC-insured checking accounts plus subaccounts that give each chapter, project or fund its own balance and cards while headquarters retains oversight.
- **Collections and fundraising:** Collect dues, invoices, event fees and donations by card or ACH, with automatic reminders and donor tax receipts.
- **Spend controls and expense management:** Issue budgeted Visa debit cards with merchant and category limits, track expenses and automate bill pay to end reimbursements.
- **Compliance automation:** AI-powered 990 and 990-PF filing assistance, sales tax refund filing, group exemption management and audit-ready records.
- **Solly AI and integrations:** Solly AI lets you query nonprofit financial data conversationally, while the platform API and integrations with QuickBooks, Xero and Sage connect existing systems.

**Strengths:** Purpose-built for nonprofits, associations and foundations rather than adapted from generic business banking.; Combines banking, collections, expense control, fundraising and 990 compliance in one system of record.; Subaccounts with headquarters oversight fit multi-chapter and fiscal sponsorship models well.; AI transaction categorization and Solly AI reduce manual bookkeeping and reporting work.

**Limitations:** Pricing is not fully self-serve, so you need to book a demo to get numbers.; As a fintech rather than a bank, deposit insurance is provided through a partner bank and subject to conditions.; The breadth of modules can mean a longer onboarding than a single-purpose tool.

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

## Frequently Asked Questions

### How do Consensus and Crowded compare in monthly traffic?

Consensus has 6,014,388 monthly visits, while Crowded has 37,118. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Consensus has a month-over-month growth rate of -1.2%; Crowded has -18.4%.

### How does pricing compare?

Consensus: Freemium. Freemium. A free tier offers a limited number of AI-powered searches per month; paid individual plans unlock unlimited searches and advanced research features, with discounted student pricing and team/enterprise options. Crowded: Contact for Pricing. Crowded publishes a pricing page but positions itself as demo-led for most organizations. Plans are typically customized by organization size, subaccount count and the collections, compliance and banking modules you need. Contact Crowded or book a demo for a quote.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Perplexity](https://openaitools.app/tool/perplexity-ai) | 88,310,223 | -3.7% | Freemium | Covers general web sources alongside academic papers, but lacks specialized scientific synthesis metrics and consensus ratings. | [.md](https://openaitools.app/tool/perplexity-ai.md) |
| 2 | [Thomson Reuters](https://openaitools.app/tool/thomson-reuters) | 17,919,413 | +5.5% | Contact for Pricing | Purpose-built AI and trusted content for legal, tax, risk and trade professionals | [.md](https://openaitools.app/tool/thomson-reuters.md) |
| 3 | [Semantic Scholar](https://openaitools.app/tool/semantic-scholar) | 8,198,672 | +5.8% | Free | Completely free access to a massive scholarly index, but offers less automated natural-language evidence synthesis than Consensus. | [.md](https://openaitools.app/tool/semantic-scholar.md) |
| 4 | [Kagi Search](https://openaitools.app/tool/kagi-search) | 4,647,605 | +3.2% | Free Trial, Paid | A paid, ad-free search engine that answers to its users | [.md](https://openaitools.app/tool/kagi-search.md) |
| 5 | [SciSpace](https://openaitools.app/tool/scispace) | 4,464,111 | +8.6% | Freemium | Provides deeper PDF reading and interactive literature analysis tools, but is less focused on quick evidence aggregation. | [.md](https://openaitools.app/tool/scispace.md) |
| 6 | [Elicit](https://openaitools.app/tool/elicit) | 1,751,507 | +3.1% | Freemium | Performs advanced systematic review data extraction and evidence synthesis, but has a more complex interface than Consensus. | [.md](https://openaitools.app/tool/elicit.md) |
| 7 | [Jenni](https://openaitools.app/tool/jenni) | 1,498,133 | +5.2% | Freemium | The AI workspace where researchers read, write, and cite with every claim traceable to its source | [.md](https://openaitools.app/tool/jenni.md) |
| 8 | [Rayyan](https://openaitools.app/tool/rayyan) | 1,116,437 | +7.9% | Freemium | AI-assisted systematic review software for screening, extraction, and evidence synthesis at scale | [.md](https://openaitools.app/tool/rayyan.md) |
| 9 | [Syft Analytics](https://openaitools.app/tool/syft-assist-ai) | 1,105,531 | +16.2% | Freemium, Free Trial, Paid | AI-powered financial reporting, dashboards and forecasting for accountants and finance teams | [.md](https://openaitools.app/tool/syft-assist-ai.md) |
| 10 | [Scite](https://openaitools.app/tool/scite) | 841,974 | +1.1% | Free Trial, Contact for Pricing | Tracks how papers are cited with Smart Citations to gauge reliability, but features a less direct Q&A synthesis. | [.md](https://openaitools.app/tool/scite.md) |

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Source: https://openaitools.app/compare/consensus-vs-crowded

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