# Consensus vs Doveiw

Consensus records 6,014,388 monthly visits with -1.2% month-over-month growth and Freemium pricing. Doveiw records 0 monthly visits with — growth and Free pricing.

| Metric | [Consensus](https://openaitools.app/tool/consensus) | [Doveiw](https://openaitools.app/tool/doveiw) |
| :--- | :--- | :--- |
| Website URL | https://consensus.app | https://chromewebstore.google.com/detail/doveiw/obkefpdpgbjnpcomkgihmbdmncfplaga |
| Categories | AI Search Engine, AI Research Tool, AI Papers, AI Article Summarizer | AI Productivity Tools, AI Knowledge Graph, AI Search Engine, AI Assistant |
| Pricing Model | Freemium | Free |
| Monthly Visits | 6,014,388 | 0 |
| MoM Growth Rate | -1.2% | — |
| Primary Market | United States | Global |
| Direct Visits | 2,918,713 | 0 |
| Review Score | 4.7 | 3.8 |
| Saved Count | 31 | 0 |
| Supported Platforms | Website | Browser Extension |

## 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)

## Doveiw

Long articles, reports and documentation pages have a familiar problem: the answer you need is somewhere in there, but finding it means scrolling and skimming. Doveiw attacks that directly. Instead of adding another destination you have to visit, it appears on supported webpages and gives you tools to interrogate the page already in front of you.

The semantic search is the centrepiece. Rather than matching the literal words you type, it looks for passages that mean the same thing, which helps when the author used different terminology than you would. Layered on top is a question-and-answer feature scoped to the current page, so you can ask what the document says about a specific point and get an answer grounded in that text. The paragraph graph provides a different kind of navigation: a clickable visual map of how the sections on the page relate to one another, useful for understanding structure before committing to a full read. A highlighting tool rounds out the set for annotating as you work.

Doveiw is published by Qualita AI and is free to install, with no ratings recorded yet in the store at the time of writing. Because the extension needs page access to do its semantic work, it declares handling of personally identifiable information, authentication information, web history, user activity and website content, while stating that data is not sold to third parties or used for creditworthiness purposes. It is best suited to research-heavy readers who want a faster way into dense material.

**Pricing & Plans:** Free to install from the Chrome Web Store; the listing shows no paid tiers, subscriptions or in-app purchases.

- **Semantic smart search:** Search by meaning rather than exact wording, so passages are surfaced even when the page uses different phrasing than your query.
- **Ask questions about the page:** A Q&A box scoped to the current page lets you ask what the document says about a specific point instead of skimming for it.
- **Clickable paragraph graph:** Generates a visual graph of how paragraphs relate to one another, giving a structural map of the page before you commit to reading it.
- **Highlighting tool:** Mark up important passages as you read so key points stay visible on the page.
- **Appears on supported pages:** The extension activates automatically on pages it supports, so there is no separate app to switch to while reading.

**Strengths:** Free with no subscription, paid tier or in-app purchase; Works in place on the page you are already reading, without switching tools; Combines semantic search, page Q&A, graph navigation and highlighting in one extension; Semantic matching finds relevant passages even when the wording differs from your query

**Limitations:** No ratings recorded in the store yet, so user feedback is limited; Only works on pages the extension supports; Requests broad page access, which is more than a simple utility would need

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

## Frequently Asked Questions

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

Consensus has 6,014,388 monthly visits, while Doveiw has 0. 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%; Doveiw has —.

### 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. Doveiw: Free. Free to install from the Chrome Web Store; the listing shows no paid tiers, subscriptions or in-app purchases.

## 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 | [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) |
| 3 | [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) |
| 4 | [Monica](https://openaitools.app/tool/monica-ai) | 4,512,775 | -11.3% | Freemium | All-in-one AI assistant across web, browser, desktop and mobile | [.md](https://openaitools.app/tool/monica-ai.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 | [Sider](https://openaitools.app/tool/sider) | 2,644,740 | -10.6% | Freemium | AI sidebar and browser agent for reading, writing and research | [.md](https://openaitools.app/tool/sider.md) |
| 7 | [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) |
| 8 | [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) |
| 9 | [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) |
| 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-doveiw

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