# Consensus vs TechTrust.ai (FirstSignal)

Consensus records 6,014,388 monthly visits with -1.2% month-over-month growth and Freemium pricing. TechTrust.ai (FirstSignal) records 0 monthly visits with 0% growth and Freemium, Contact for Pricing pricing.

| Metric | [Consensus](https://openaitools.app/tool/consensus) | [TechTrust.ai (FirstSignal)](https://openaitools.app/tool/techtrust-ai) |
| :--- | :--- | :--- |
| Website URL | https://consensus.app | https://techtrust.ai |
| Categories | AI Search Engine, AI Research Tool, AI Papers, AI Article Summarizer | AI Tools Directory, AI Investing, AI For Data Analytics, AI Research Tool |
| Pricing Model | Freemium | Freemium, Contact for Pricing |
| Monthly Visits | 6,014,388 | 0 |
| MoM Growth Rate | -1.2% | 0% |
| Primary Market | United States | Global |
| Direct Visits | 2,918,713 | 0 |
| Review Score | 4.7 | 3.8 |
| Saved Count | 31 | 1 |
| 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)

## TechTrust.ai (FirstSignal)

TechTrust.ai presents itself under the product name FirstSignal and is aimed at early-stage AI companies that struggle to look credible to enterprise buyers. Instead of a conventional directory listing, it issues a verification artifact: a live badge accompanied by a Technology Readiness Score. The premise is simple — a prospect, IT reviewer or procurement lead can scan the badge and immediately see that an independent assessment has been carried out.

The workflow is deliberately lightweight. A startup goes through an agentic assessment covering its technology, and once complete the badge and score are produced instantly. There is no requirement to expose a cloud environment or private code repository, which removes the most common objection to technical audits. The resulting badge is then reused everywhere the company interacts with buyers: website, sales deck, proposals and cold outreach.

Commercial terms are visible on the homepage. A free trial is available, and continued verification is billed at $49 per month. The product markets itself to companies that have raised from Silicon Valley investors or entered accelerator programs, using social proof around tiers like pre-seed through Series A.

**Pricing & Plans:** Free trial available, then a flat $49/month subscription covering verification, TrustBadge and Technology Readiness Score. No public enterprise tier is listed.

- **Agentic verification assessment:** Complete an automated assessment of your technology stack in minutes, with no need to connect cloud accounts or private repositories.
- **TrustBadge and readiness score:** Every verified company gets a scannable badge and a Technology Readiness Score that buyers can independently check.
- **Placement across sales touchpoints:** Drop the badge into marketing pages, sales decks, proposals and outbound email so proof shows up before the first conversation.
- **Answers buyer review questions:** Share verification output with IT, security and procurement reviewers to shorten technical due diligence.
- **Score updates over time:** Scores update as the product evolves, so the credential stays current rather than expiring as a static certificate.

**Strengths:** Concrete, reusable sales asset rather than a passive directory profile; No access to your cloud tenant or code repository is required for assessment; Low monthly price relative to typical enterprise security questionnaires; Badge and readiness score are designed to be checked by the buyer themselves

**Limitations:** Homepage is a JavaScript app shell, so little is visible without rendering (our first fetch returned almost nothing); Positioned narrowly at AI startups and vendor-side sellers; buyers in non-tech procurement may not recognize the badge yet; Only one public price tier; enterprise/team needs require contact

[Profile (Markdown)](https://openaitools.app/tool/techtrust-ai.md)

## Frequently Asked Questions

### How do Consensus and TechTrust.ai (FirstSignal) compare in monthly traffic?

Consensus has 6,014,388 monthly visits, while TechTrust.ai (FirstSignal) 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%; TechTrust.ai (FirstSignal) has 0%.

### 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. TechTrust.ai (FirstSignal): Freemium, Contact for Pricing. Free trial available, then a flat $49/month subscription covering verification, TrustBadge and Technology Readiness Score. No public enterprise tier is listed.

## 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 | [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) |
| 5 | [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) |
| 6 | [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) |
| 7 | [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) |
| 8 | [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) |
| 9 | [ResearchRabbit](https://openaitools.app/tool/researchrabbit) | 831,571 | +3.1% | Free | Excellent for visual citation mapping and literature discovery, but lacks automated paper Q&A and evidence synthesis. | [.md](https://openaitools.app/tool/researchrabbit.md) |
| 10 | [Connected Papers](https://openaitools.app/tool/connected-papers) | 750,576 | +3.1% | Freemium | Visualizes research connections through interactive graphs for literature discovery, but does not provide direct Q&A synthesis. | [.md](https://openaitools.app/tool/connected-papers.md) |

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Source: https://openaitools.app/compare/consensus-vs-techtrust-ai

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