AI Memory & Search

SAM

SAM is a relationship-driven sales AI platform for B2B, commercial real estate, and staffing teams. It helps sales organizations leverage relationship data and AI to improve prospecting and deal generation.

Starting at$95 per seat/month

Visit SAM →

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In Plain English

Overview

SAM is an AI Memory & Search relationship-driven sales AI platform for B2B, commercial real estate, and staffing teams that helps sales organizations use relationship data and AI to improve prospecting and deal generation. Its public pricing page lists self-serve paid plans starting at $95 per seat per month when billed annually, with Growth at $150 per seat per month, Business at $195 per seat per month, and Enterprise available through custom pricing based on team size and volume.

The website positions SAM as the “#1 Relationship-Driven Sales AI” for 3 named markets: B2B sales, commercial real estate, and staffing. Its core value proposition is not generic contact search; it is helping teams turn existing relationship data into actionable prospecting and deal-generation workflows. That makes it most relevant for organizations where who knows whom, prior touchpoints, account context, and relationship paths materially affect sales outcomes.

Compared to many of the 870+ AI tools in our directory, SAM appears more specialized than broad AI search or CRM-assistant products. It is framed around relationship-driven selling rather than general knowledge retrieval, chatbot support, or simple lead list enrichment. For B2B teams, this can be useful when prospecting depends on introductions and account mapping; for CRE teams, it can support network-based deal sourcing; and for staffing firms, it can help recruiters and sales teams use relationship context when matching clients, candidates, and opportunities.

SAM now shows clearer commercial signals than a pure enterprise-only tool: public Starter, Growth, and Business plans include get-started paths, monthly and annual billing are described, annual billing is positioned as saving 33%, and Enterprise users can schedule a consultation for custom pricing, dedicated implementation, white-glove onboarding, SLA support, and custom integrations. Based on the visible positioning, SAM is best assessed as a paid sales-intelligence platform for teams with enough relationship data and sales process maturity to benefit from AI-assisted prospecting, with both self-serve plan entry points and an enterprise sales motion.

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Key Features

Relationship-driven sales AI+

SAM is positioned as a relationship-driven sales AI platform rather than a generic AI assistant. Its value is centered on helping teams use relationship data to improve prospecting and deal generation.

B2B prospecting support+

The website explicitly names B2B teams as a target audience. In that context, SAM is best suited for prospecting workflows where account access, warm introductions, and relationship context can improve outreach quality.

Commercial real estate use case+

Commercial real estate is one of the 3 named markets in the visible website content. CRE teams can use relationship intelligence to support deal sourcing and network-aware outreach where relationships between brokers, owners, tenants, and investors matter.

Staffing workflow support+

Staffing teams are also specifically named on the website. SAM’s relationship-data focus is relevant for firms that need to connect client relationships, candidate pipelines, prior interactions, and new business opportunities.

Deal generation focus+

SAM’s public positioning emphasizes deal generation, not just data storage or passive search. That makes it a revenue-oriented platform for sales teams that want AI to help convert relationship context into pipeline opportunities.

Pricing Plans

Plan 1

$95 per seat/month

Plan 2

$150 per seat/month

Plan 3

$195 per seat/month

Plan 4

Custom pricing

See Full Pricing →Free vs Paid →Is it worth it? →

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Best Use Cases

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A B2B sales team wants to identify warmer paths into target accounts by using internal relationship data instead of relying only on cold outbound lists.

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A commercial real estate team wants to support deal sourcing by mapping relationship context across owners, brokers, investors, tenants, and previous interactions.

🔧

A staffing firm wants recruiters and account managers to surface useful relationship history when pursuing client openings or matching candidates to opportunities.

🚀

A revenue leadership team wants a relationship-intelligence layer for prospecting and deal generation across multiple sellers or business units.

💡

An enterprise sales organization wants to operationalize relationship data that may otherwise remain scattered across individual reps, contacts, notes, or account histories.

🔄

A sales team in a relationship-heavy market wants a more specialized tool than a generic AI search assistant or basic CRM automation add-on.

Limitations & What It Can't Do

We believe in transparent reviews. Here's what SAM doesn't handle well:

⚠Public plan pricing is available for Starter, Growth, and Business, but Enterprise pricing is still custom based on team size and volume.
⚠No traditional free trial is offered; SAM instead emphasizes month-to-month plans with zero setup cost and no long-term commitment.
⚠Some commercial details, such as exact monthly price equivalents, overage costs, implementation timing, and enterprise contract terms, may require checkout or sales confirmation.
⚠The product appears specialized for sales, CRE, and staffing workflows, so it may not fit general-purpose enterprise search needs.
⚠Value likely depends on the quality, completeness, and accessibility of a company’s existing relationship data.

Pros & Cons

✓ Pros

✓Clear vertical focus on 3 sales-heavy markets: B2B, commercial real estate, and staffing, rather than a broad one-size-fits-all AI assistant.
✓Built around relationship data, which is especially useful for teams where introductions, prior connections, and account context can affect deal outcomes.
✓Positioned specifically for prospecting and deal generation, so the product appears aligned with revenue workflows rather than general internal search.
✓Enterprise orientation may fit larger sales organizations that need a relationship-intelligence layer across teams, accounts, and opportunities.
✓The website’s “#1 Relationship-Driven Sales AI” positioning signals a specialized category focus compared with broader AI memory and search tools.
✓Compared to the 870+ AI tools in our directory, SAM has a more defined go-to-market niche than many general AI productivity tools.

✗ Cons

✗Lower-cost teams still need to evaluate whether per-seat pricing plus contact and delivery volume limits fit their outbound motion.
✗SAM does not offer a traditional free trial; the pricing page instead emphasizes month-to-month plans with zero setup cost and no long-term commitment.
✗Enterprise pricing remains custom, so larger buyers still need to contact sales to confirm implementation scope, contract terms, and volume-based pricing.
✗SAM appears focused on relationship-driven sales use cases, so it may be less suitable for teams that only need generic document search or CRM note summarization.
✗Organizations without clean relationship data or established sales processes may need internal data preparation before seeing value.

Frequently Asked Questions

What is SAM used for?+

SAM is used for relationship-driven sales workflows, especially prospecting and deal generation. The website specifically names B2B, commercial real estate, and staffing teams as target users. Instead of positioning itself as a generic AI chatbot, SAM focuses on helping sales organizations leverage relationship data. That makes it most useful when network context, warm paths, and prior relationships influence revenue opportunities.

Who is SAM best suited for?+

SAM is best suited for sales organizations in B2B, commercial real estate, and staffing. These are 3 relationship-heavy markets where deals often depend on knowing the right people, understanding account context, and identifying credible paths into prospects. Based on our analysis of 870+ AI tools, SAM is more specialized than general AI memory or search tools. It is likely a better fit for teams with existing relationship data than for individuals starting from scratch.

Does SAM publish pricing?+

Yes. SAM’s public pricing page lists Starter at $95 per seat per month when billed annually, Growth at $150 per seat per month when billed annually, and Business at $195 per seat per month when billed annually. The page also states that monthly and annual billing are available, annual billing saves 33%, and Enterprise uses custom pricing based on team size and volume. SAM does not offer a traditional free trial, but it describes month-to-month plans with zero setup cost and no long-term commitment.

How is SAM different from a normal CRM?+

Based on the website positioning, SAM is not presented as a standard CRM replacement. It is described as a relationship-driven sales AI platform that helps teams use relationship data for prospecting and deal generation. A CRM typically stores contacts, accounts, opportunities, and activity history; SAM’s visible positioning suggests it adds AI-driven relationship intelligence on top of sales data. The pricing page also says SAM can work with existing CRM tools or include its own CRM, depending on the buyer’s setup.

What information is missing from SAM’s public website content?+

SAM now publishes starting prices for several self-serve plans, but some buyer details still require confirmation. Enterprise pricing is custom, and teams may need to ask about exact monthly equivalents, overage pricing for additional contacts or email credits, implementation timeline, security certifications, and contract terms. That does not mean those capabilities are absent, but they are not fully verifiable from the pricing summary alone. Teams evaluating SAM should confirm these details during checkout, a walkthrough, or the enterprise consultation process.

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What's New in 2026

As of the 2026 enrichment review, SAM’s public positioning remains focused on relationship-driven sales AI for 3 named markets: B2B sales, commercial real estate, and staffing. The most important pricing update is that SAM now publishes plan prices: Starter at $95 per seat per month billed annually, Growth at $150 per seat per month billed annually, Business at $195 per seat per month billed annually, and Enterprise as custom pricing based on team size and volume. The pricing page also lists month-to-month availability, zero setup cost, no long-term commitment for standard plans, 33% savings on annual billing, get-started links, schedule-a-consultation conversion paths, and a typical 24-hour enterprise response signal.

Alternatives to SAM

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Agent Platforms

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HubSpot

CRM & Sales Tools

All-in-one CRM platform with marketing automation, sales pipeline management, and customer service tools built around the inbound growth methodology.

View All Alternatives & Detailed Comparison →

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Overview

Key Features

Relationship-driven sales AI+

B2B prospecting support+

Commercial real estate use case+

Staffing workflow support+

Deal generation focus+

Best Use Cases

🎯

A B2B sales team wants to identify warmer paths into target accounts by using internal relationship data instead of relying only on cold outbound lists.

⚡

A commercial real estate team wants to support deal sourcing by mapping relationship context across owners, brokers, investors, tenants, and previous interactions.

🔧

A staffing firm wants recruiters and account managers to surface useful relationship history when pursuing client openings or matching candidates to opportunities.

🚀

A revenue leadership team wants a relationship-intelligence layer for prospecting and deal generation across multiple sellers or business units.

💡

An enterprise sales organization wants to operationalize relationship data that may otherwise remain scattered across individual reps, contacts, notes, or account histories.

🔄

A sales team in a relationship-heavy market wants a more specialized tool than a generic AI search assistant or basic CRM automation add-on.

Limitations & What It Can't Do

We believe in transparent reviews. Here's what SAM doesn't handle well:

⚠Public plan pricing is available for Starter, Growth, and Business, but Enterprise pricing is still custom based on team size and volume.

⚠No traditional free trial is offered; SAM instead emphasizes month-to-month plans with zero setup cost and no long-term commitment.

⚠Some commercial details, such as exact monthly price equivalents, overage costs, implementation timing, and enterprise contract terms, may require checkout or sales confirmation.

⚠The product appears specialized for sales, CRE, and staffing workflows, so it may not fit general-purpose enterprise search needs.

⚠Value likely depends on the quality, completeness, and accessibility of a company’s existing relationship data.

Pros & Cons

✓ Pros

✓Clear vertical focus on 3 sales-heavy markets: B2B, commercial real estate, and staffing, rather than a broad one-size-fits-all AI assistant.
✓Built around relationship data, which is especially useful for teams where introductions, prior connections, and account context can affect deal outcomes.
✓Positioned specifically for prospecting and deal generation, so the product appears aligned with revenue workflows rather than general internal search.
✓Enterprise orientation may fit larger sales organizations that need a relationship-intelligence layer across teams, accounts, and opportunities.
✓The website’s “#1 Relationship-Driven Sales AI” positioning signals a specialized category focus compared with broader AI memory and search tools.
✓Compared to the 870+ AI tools in our directory, SAM has a more defined go-to-market niche than many general AI productivity tools.

✗ Cons

✗Lower-cost teams still need to evaluate whether per-seat pricing plus contact and delivery volume limits fit their outbound motion.
✗SAM does not offer a traditional free trial; the pricing page instead emphasizes month-to-month plans with zero setup cost and no long-term commitment.
✗Enterprise pricing remains custom, so larger buyers still need to contact sales to confirm implementation scope, contract terms, and volume-based pricing.
✗SAM appears focused on relationship-driven sales use cases, so it may be less suitable for teams that only need generic document search or CRM note summarization.
✗Organizations without clean relationship data or established sales processes may need internal data preparation before seeing value.