# Manus vs SamSearch

Manus records 19,195,779 monthly visits with -1.7% month-over-month growth and Free Trial pricing. SamSearch records 18,534 monthly visits with -5.3% growth and Paid pricing.

| Metric | [Manus](https://openaitools.app/tool/manus) | [SamSearch](https://openaitools.app/tool/samsearch) |
| :--- | :--- | :--- |
| Website URL | https://manus.im | https://samsearch.co |
| Categories | AI Assistant, AI Agent, AI Copilot | AI Search Engine, AI Contract Generator, AI Summarizer, AI Chatbot |
| Pricing Model | Free Trial | Paid |
| Monthly Visits | 19,195,779 | 18,534 |
| MoM Growth Rate | -1.7% | -5.3% |
| Primary Market | Brazil | United States |
| Direct Visits | 10,563,180 | 5,494 |
| Review Score | 4.6 | 4.4 |
| Saved Count | 10 | 1 |
| Supported Platforms | Website | Website |

## Manus

Manus positions itself as an "action engine" rather than a chatbot. You describe an outcome, and the agent breaks it into steps, decides which tools to use, browses the web when it needs current information, and assembles the final deliverable in a cloud sandbox. Typical outputs include presentation decks, working websites and small games, generated images and video, and long-form research reports assembled through its Wide Research workflow.

The product ships as a mobile app (iOS and Android), a desktop app, and a browser extension, plus a web console with an API for programmatic use. A Slack integration lets teams dispatch tasks from chat, and workspace features such as team plans and SSO make it viable inside organizations rather than only for individuals. Because the agent runs asynchronously, a common pattern is to queue a task, walk away, and review the result later.

Pricing combines a free trial-style entry point with paid subscription tiers and a business plan; exact credit allowances and seats change over time, so confirm current terms on the official pricing page. The obvious trade-off is control: autonomous agents can misread intent or burn credits on the wrong approach, so clear briefs and intermediate review matter.

**Pricing & Plans:** Free trial available, with paid subscription tiers and a business plan for teams and higher usage. Credit allowances and seat details change, so check the official pricing page.

- **Autonomous task execution:** Give the agent a goal and it plans the steps, chooses tools, and works through the task in a cloud environment without constant supervision.
- **Deliverable generation:** Produces finished artifacts such as slide decks, functional websites, small games, and formatted documents rather than raw text.
- **Wide Research:** Runs broad, multi-source investigations and compiles the findings into a structured report.
- **Media creation:** Generates images, video, and music as part of a larger task or as standalone outputs.
- **Integrations and API:** Connects to Slack for task dispatch, offers mobile and desktop apps, and exposes an API for embedding agent work in your own stack.

**Strengths:** Delivers finished artifacts instead of only conversational answers; Works across web, mobile, desktop, Slack, and API surfaces; Wide Research handles broad multi-source investigations well; Team plans and SSO make it usable in organizational settings

**Limitations:** Autonomous runs consume credits and can pursue the wrong approach if the brief is vague; Complex tasks benefit from human review at checkpoints; Output quality varies by task type, especially outside common formats

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

## SamSearch

SamSearch positions itself as the operating system for government contracting. Instead of a single search box, the platform is organized around six stages of the GovCon lifecycle: Influence (shaping requirements before competitors see them), Capture (finding and qualifying work across federal, SLED and DIBBS markets), Analyze (extracting requirements and building compliance matrices), Manage (running the pursuit through to award), Respond (drafting and submitting responses) and Finance (getting paid faster on won work).

The intelligence layer is driven by AI agents that screen large volumes of solicitations and surface qualified matches. The marketing cites examples such as screening 25,489 opportunities down to 6,969 matches, and screening 11,260 solicitations to identify 226 qualified retail bids. An in-product assistant named "Ask Sammy" answers questions like whether a company meets a small business set-aside, and every extracted requirement is cited back to source. Alongside discovery, the platform supports compliance matrices, proposal drafting, scheduling and stakeholder tracking, teaming and partner matching, and working capital advances against awarded contracts.

SamSearch is sold to small businesses, enterprises, subcontractors, primes and advisors, with industry verticals for software, defense, construction and cybersecurity. Pricing is not published; the platform encourages prospects to request a demo. It reports being rated 4.9/5 on G2 and associated with billions of dollars in won government contracts.

**Pricing & Plans:** Pricing is not published publicly. SamSearch sells via demo request, with plans most likely segmented by company size and seat count. Prospects should contact the vendor for current quotes.

- **AI opportunity screening:** Agents find, read and qualify opportunities across federal, state, local and DIBBS markets, cutting large solicitation volumes down to relevant matches.
- **Requirements extraction and compliance matrices:** Extracts SOW requirements, maps them to Section L/M, and builds a compliance matrix with every extraction cited back to source.
- **AI proposal drafting:** Drafts proposal volumes and RFI responses using company details, UEI and capability narratives to speed up submission.
- **Pursuit management:** Runs the pursuit to award with pipeline tracking, submission milestones, teaming, and task assignment across the team.
- **Ask Sammy assistant:** A conversational assistant that answers questions such as whether you meet a small business set-aside, grounded in your pursuit data.
- **Contract financing:** Surfaces working capital advances against awarded contracts, with partner matching and underwriting support.

**Strengths:** Covers the full lifecycle from intelligence to finance in one system; AI screening reduces huge solicitation volumes to qualified matches; Citations and compliance matrices traceable back to source requirements; Serves federal, SLED and DIBBS markets in a single platform

**Limitations:** No public pricing; requires a demo and sales process; Deep GovCon feature set may be complex for very new contractors; Best value depends on high pursuit volume and team adoption

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

## Frequently Asked Questions

### How do Manus and SamSearch compare in monthly traffic?

Manus has 19,195,779 monthly visits, while SamSearch has 18,534. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Manus has a month-over-month growth rate of -1.7%; SamSearch has -5.3%.

### How does pricing compare?

Manus: Free Trial. Free trial available, with paid subscription tiers and a business plan for teams and higher usage. Credit allowances and seat details change, so check the official pricing page. SamSearch: Paid. Pricing is not published publicly. SamSearch sells via demo request, with plans most likely segmented by company size and seat count. Prospects should contact the vendor for current quotes.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [ChatGPT](https://openaitools.app/tool/chatgpt-4) | 6,048,022,723 | +2.2% | Freemium | Provides powerful reasoning agents and deep research, but lacks Manus's specialized continuous cloud workspace execution. | [.md](https://openaitools.app/tool/chatgpt-4.md) |
| 2 | [Claude](https://openaitools.app/tool/claude-2) | 1,253,439,413 | +23.8% | Freemium | Features advanced computer use and interactive artifacts, but operates primarily as a chat assistant rather than a dedicated autonomous agent platform. | [.md](https://openaitools.app/tool/claude-2.md) |
| 3 | [Notion](https://openaitools.app/tool/t) | 173,441,670 | +0.1% | Freemium | The AI workspace where teams and agents get work done together | [.md](https://openaitools.app/tool/t.md) |
| 4 | [Muse](https://openaitools.app/tool/muse-ai-1) | 45,751,822 | +228.3% | Contact for Pricing | Executes tasks using cloud virtual Linux machines, but focuses more on personal desktop automation than complex multi-app research. | [.md](https://openaitools.app/tool/muse-ai-1.md) |
| 5 | [Hermes-Agent](https://openaitools.app/tool/hermes-agent-1) | 3,638,741 | -5.4% | Freemium | Provides open-source personal task automation, but lacks the polished cloud sandbox environment of Manus. | [.md](https://openaitools.app/tool/hermes-agent-1.md) |
| 6 | [Runable](https://openaitools.app/tool/runable) | 1,048,370 | -1.9% | Freemium | Automates multi-step workflows and asset creation, but with fewer built-in general browser navigation tools. | [.md](https://openaitools.app/tool/runable.md) |
| 7 | [Skywork.ai](https://openaitools.app/tool/skywork-ai) | 1,021,069 | -11.8% | Freemium | Converts prompts into structured office deliverables, but acts primarily as a document generation workspace. | [.md](https://openaitools.app/tool/skywork-ai.md) |
| 8 | [Deep Search](https://openaitools.app/tool/deep-search) | 359,001 | -52.7% | Paid | AI-enriched people profiles built from the public web, with sources you can verify | [.md](https://openaitools.app/tool/deep-search.md) |
| 9 | [LibreChat](https://openaitools.app/tool/librechat) | 346,879 | -3.5% | Free | Unites multiple models and custom agents in a self-hosted workspace, but lacks pre-built autonomous execution sandboxes. | [.md](https://openaitools.app/tool/librechat.md) |
| 10 | [Lindy](https://openaitools.app/tool/lindy) | 323,329 | -0.2% | Freemium, Contact for Pricing | Deploys autonomous business agents for operational work, but targets enterprise workflows rather than general open-ended research. | [.md](https://openaitools.app/tool/lindy.md) |

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Source: https://openaitools.app/compare/manus-vs-samsearch

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