# Salesforce Agentforce (formerly Einstein) vs SamSearch

Salesforce Agentforce (formerly Einstein) records 111,910,743 monthly visits with +2.2% month-over-month growth and Freemium pricing. SamSearch records 18,534 monthly visits with -5.3% growth and Paid pricing.

| Metric | [Salesforce Agentforce (formerly Einstein)](https://openaitools.app/tool/salesforce-einstein) | [SamSearch](https://openaitools.app/tool/samsearch) |
| :--- | :--- | :--- |
| Website URL | https://www.salesforce.com/agentforce/ | https://samsearch.co |
| Categories | AI App Builder, AI Developer Tools, AI CRM, No-Code&Low-Code | AI Search Engine, AI Contract Generator, AI Summarizer, AI Chatbot |
| Pricing Model | Freemium | Paid |
| Monthly Visits | 111,910,743 | 18,534 |
| MoM Growth Rate | +2.2% | -5.3% |
| Primary Market | United States | United States |
| Direct Visits | 60,741,009 | 5,494 |
| Review Score | 4.4 | 4.4 |
| Saved Count | 20 | 1 |
| Supported Platforms | Website | Website |

## Salesforce Agentforce (formerly Einstein)

Originally launched as Salesforce Einstein for predictive CRM scoring and later Einstein Copilot for conversational assistance, Salesforce's flagship AI platform is now led by Agentforce. Built natively into the Salesforce Platform and grounded in unified enterprise data via Data 360 (formerly Data Cloud), Agentforce moves beyond rigid decision-tree chatbots and passive text generators to deploy autonomous AI agents capable of reasoning through multi-step problems and executing real business actions around the clock.

At the core of the platform is the Atlas Reasoning Engine, which evaluates incoming customer requests or system triggers, retrieves verified context from CRM records and external APIs, formulates an execution plan, and invokes Salesforce Flows, Apex classes, MuleSoft connectors, or verified Model Context Protocol (MCP) servers. In 2026, Salesforce expanded the platform with Long-Horizon Runtime—enabling agents to pursue multi-day workflows with human-in-the-loop oversight—alongside Multi-Agent Orchestration, Agentforce Voice for natural phone interactions beyond legacy IVR, and Agent Optimizer for real-time observability.

Organizations can launch pre-built role agents in clicks using the low-code Agent Builder or customize deterministic logic with Agent Script. Out-of-the-box roles include Customer Service Agents, autonomous Sales Development Representatives (SDRs) that qualify leads and book meetings, Sales Coaches for interactive deal role-play, Commerce Personal Shoppers, and Employee Coworker agents embedded directly inside Slack and Salesforce clouds.

**Pricing & Plans:** Existing Enterprise+ customers can start free via Salesforce Foundations ($0); usage-based options include Flex Credits at $500 per 100,000 credits ($0.10 per standard action, $0.15 per voice action), $2 per customer conversation, or $2 per Help Agent resolution, while unmetered employee seat add-ons cost $125–$150/user/month and Max (Agentforce 1) Editions start at $550/user/month.

- **Atlas Reasoning Engine & Long-Horizon Runtime:** Deconstructs complex queries into multi-step action plans grounded in Data 360, retaining state across days or weeks to complete multi-touch operational workflows with human escalation guardrails.
- **Low-Code Agent Builder & Agent Script:** Configure custom agents, subagents, natural-language instructions, and deterministic guardrails using existing Salesforce Flows, Prompt Builder templates, Apex code, and MuleSoft APIs.
- **Multi-Agent Orchestration & MCP Interoperability:** Coordinate specialized subagents across departments and connect securely to external enterprise tools through verified Model Context Protocol (MCP) servers from AgentExchange partners.
- **Agentforce Voice & Omnichannel Deployment:** Replace rigid telephone IVR trees with low-latency conversational voice agents alongside unified deployments across web chat, WhatsApp, SMS, mobile apps, and Slack.
- **Pre-Built Role Agents & Agent Optimizer:** Deploy ready-made Service, SDR, Sales Coach, Buyer, and Merchandiser agents out of the box, then monitor resolution accuracy and bottlenecks in near real time with Agent Optimizer.

**Strengths:** Deep native access to Salesforce CRM objects, Flows, Apex logic, MuleSoft integrations, and Data 360 without brittle third-party syncing.; Flexible 2026 billing models let enterprises choose between per-action Flex Credits ($0.10/action), $2 per conversation, $2 per resolution, or unmetered per-user licenses.; Enterprise-grade Einstein Trust Layer enforces zero data retention with external LLM providers, PII masking, and toxicity detection.; Supports open multi-agent interoperability via Model Context Protocol (MCP) and Long-Horizon multi-day task execution.

**Limitations:** Consumption pricing across Flex Credits, Data 360 credits, and seat add-ons is complex to forecast and prevents mixing Flex Credits and Conversation meters in the same org.; Requires clean, well-structured Salesforce CRM and Data 360 governance to avoid inaccurate agent actions.; Full enterprise capabilities carry a steep total cost of ownership, with top-tier Max / Agentforce 1 editions reaching $550 per user per month.

[Profile (Markdown)](https://openaitools.app/tool/salesforce-einstein.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 Salesforce Agentforce (formerly Einstein) and SamSearch compare in monthly traffic?

Salesforce Agentforce (formerly Einstein) has 111,910,743 monthly visits, while SamSearch has 18,534. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Salesforce Agentforce (formerly Einstein) has a month-over-month growth rate of +2.2%; SamSearch has -5.3%.

### How does pricing compare?

Salesforce Agentforce (formerly Einstein): Freemium. Existing Enterprise+ customers can start free via Salesforce Foundations ($0); usage-based options include Flex Credits at $500 per 100,000 credits ($0.10 per standard action, $0.15 per voice action), $2 per customer conversation, or $2 per Help Agent resolution, while unmetered employee seat add-ons cost $125–$150/user/month and Max (Agentforce 1) Editions start at $550/user/month. 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 | [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) |
| 2 | [Zapier](https://openaitools.app/tool/zapier-com) | 5,065,248 | +0.4% | Freemium, Free Trial, Paid | Automate work across thousands of apps — no code required | [.md](https://openaitools.app/tool/zapier-com.md) |
| 3 | [Intercom](https://openaitools.app/tool/intercom-com) | 4,471,110 | +2.7% | Free Trial, Paid | Exceptional customer support and helpdesk workflow automation, but less suited for broad enterprise CRM and sales execution. | [.md](https://openaitools.app/tool/intercom-com.md) |
| 4 | [Gong – Revenue AI OS](https://openaitools.app/tool/gong-io) | 2,337,769 | +3% | Contact for Pricing | Superior revenue intelligence and call analytics, but specialized for sales insights rather than general agentic workflow automation. | [.md](https://openaitools.app/tool/gong-io.md) |
| 5 | [MindStudio](https://openaitools.app/tool/mindstudio) | 1,793,337 | +14.2% | Contact for Pricing | Visual no-code builder for custom AI agents, but lacks Salesforce's native enterprise data connectors and CRM structure. | [.md](https://openaitools.app/tool/mindstudio.md) |
| 6 | [Attio](https://openaitools.app/tool/attio) | 1,652,928 | -4.2% | Free Trial, Contact for Pricing | Modern customizable CRM with built-in AI agents, but lacks the massive enterprise ecosystem and scale of Salesforce. | [.md](https://openaitools.app/tool/attio.md) |
| 7 | [Chatbase](https://openaitools.app/tool/chatbase) | 396,383 | -7% | Freemium, Paid | Simple no-code AI chatbot deployment, but less equipped for complex enterprise-grade CRM automation and multi-system agents. | [.md](https://openaitools.app/tool/chatbase.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 | [Sierra](https://openaitools.app/tool/sierra) | 341,072 | +16.4% | Contact for Pricing | Delivers exceptionally polished customer service agents, but focuses on bespoke conversational AI rather than broad CRM workflows. | [.md](https://openaitools.app/tool/sierra.md) |
| 10 | [Relevance AI](https://openaitools.app/tool/relevance-ai) | 192,083 | -15.5% | Free Trial, Contact for Pricing | Offers flexible no-code multi-agent workforce building, but lacks Salesforce's deep CRM data integration and native enterprise security. | [.md](https://openaitools.app/tool/relevance-ai.md) |

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Source: https://openaitools.app/compare/salesforce-einstein-vs-samsearch

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