Best AI Sales Agents and GTM Tools
13 tools · listed in dataset order, no ranking
This page compares AI tools for B2B sales teams by the part of the sales motion they handle: AI SDRs that run outbound prospecting (11x, Artisan, and the self-hosted AgentSDR), data and prospecting platforms (Clay, Apollo.io), signal-based lead finding with approved direct-message outreach (Pancake), agents that work on deals already in progress from calls, email, and CRM data (Gong Agents, Overpath), agents that answer inbound leads and run live product demos (SalesCloser AI), voice AI agents that call and qualify leads (Harmony), and a pipeline CRM (Pipedrive). Decide which part you want automated and how much a person should review before anything is sent or changed, then compare the tools that do that job.
Pipedrive
Pipedrive
Sales CRM for Small Teams — Pipeline Management and AI Follow-Up
Best for: Small to mid-size sales teams that need a structured CRM with pipeline visibility and AI-assisted follow-up, without the complexity of enterprise platforms like Salesforce
11x
11x
AI Digital Workers for Outbound and Inbound Sales
Best for: Sales teams with a validated outbound motion that want to scale prospecting and follow-up without adding SDR headcount
Artisan
Artisan
AI Sales Employee for Outbound Workflows
Best for: Sales teams that want a single platform combining contact data, AI BDR research, and automated outbound sequencing
Clay
Clay
GTM Data Enrichment and Workflow Platform
Best for: GTM and RevOps teams that want to design custom prospecting and enrichment workflows across many data sources
Apollo.io
Apollo.io
B2B Sales Platform: Prospecting Data, Sequencing, and AI Agents
Best for: Sales teams that want one self-serve platform for prospecting data, sequencing, and AI agents with human checkpoints
Gong Agents
Gong
Gong Agents: Pre-built and Custom AI Agents for Revenue Teams, Grounded in Sales Calls and CRM Data
Best for: Sales, RevOps, enablement and customer success teams at mid-size and large B2B companies that already record calls in Gong and want CRM updates, call and deal reviews, follow-ups and forecasting signals produced from those conversations
Overpath
Overpath AI
Overpath: Molly, an AI Sales Teammate That Drafts Follow-ups, Updates the CRM and Coaches Reps on Every Deal
Best for: B2B sales teams running Salesforce or HubSpot with a defined methodology such as MEDDPICC, whose reps lose time to CRM updates and follow-ups and whose managers want deal risk and coaching gaps flagged before the forecast call
SalesCloser AI
SalesCloser Technologies Ltd.
SalesCloser AI: AI Sales Agents That Join the Call and Run Your Product Demo
Best for: SaaS and service businesses with a repeatable product demo and more demo requests or inbound calls than their reps can cover, especially across time zones and languages
AgentSDR
Kandid
AgentSDR: Open-Source, Self-Hosted AI SDR for Email, LinkedIn and WhatsApp Outreach
Best for: Technical founders, small sales teams and outbound agencies who want email, LinkedIn and WhatsApp outreach plus AI reply triage in one tool they own, with no per-seat fees, and who can run a server and manage their own Google Workspace, Unipile and model-provider accounts
Pancake
Pancake (Basalt AI Inc.)
Pancake: Always-On GTM Plays That Find Warm Leads and Start LinkedIn Conversations, Run From Claude, ChatGPT or Codex
Best for: Founders doing their own sales, small B2B teams, agencies and GTM engineers who sell through LinkedIn, want signal-based lead finding without buying and wiring data providers, are happy to approve each lead, and like to work from Claude, ChatGPT or Codex
Harmony
monday.com
Harmony: monday.com's Voice AI Sales Agents That Call and Qualify Leads, Book Meetings and Write Results Back to Your CRM
Best for: Mid-market and enterprise sales, insurance, finance and real estate teams in the US, UK, Australia or Singapore that call large lead volumes and want an AI SDR, dialer and CRM write-back in one vendor-managed product with SOC 2, ISO 27001 and HIPAA BAA options
Needle
Needle (Needle Technologies Inc.)
Needle: Agent-Native Outbound Engine That Lets Claude, ChatGPT or Cursor Run LinkedIn and Instagram Campaigns over MCP
Best for: Founders, small sales, recruiting and partnerships teams, and agencies that prospect mainly on LinkedIn or Instagram, already work in Claude, ChatGPT, Codex or Cursor, and want their agent to build lists and run sequences with flat per-sender pricing instead of per-lead credits
Dapta
Dapta
Dapta: No-Code AI Voice, WhatsApp and SMS Agents That Answer, Qualify and Book Leads for Small Businesses, in English and Spanish
Best for: Small and mid-sized businesses in sales-led, appointment-driven fields such as home services, law, real estate, insurance and education, particularly bilingual English and Spanish teams in the US and Latin America, that want AI to answer every call and WhatsApp message, qualify leads and book meetings without hiring engineers
How to choose a sales tool
Decide what you actually need to automate first
11x and Artisan run outbound prospecting (research, drafting, and sequencing) and assume you already have a validated motion; AgentSDR does the same job as free, self-hosted software where you connect and pay for the mailboxes, LinkedIn and WhatsApp access, model, and data providers yourself. Clay builds and enriches prospect lists from 150+ data providers and can now send email through its own sequencer. Apollo.io combines its own contact database, sequencing, a dialer, and AI agents in one platform. Pancake is narrower: you describe who to reach, it runs scheduled searches for people showing a buying signal, such as hiring for a role or engaging with a competitor's posts, and it messages only the leads you approve, from your own account; by its own description it does not send email, sync to a CRM, or make calls. Gong Agents and Overpath work on deals already in progress, reading recorded calls, email, and the CRM to update records, draft follow-ups, coach reps, and flag deal risk. SalesCloser AI covers inbound demand: its agents answer leads by phone or on your website, qualify them, run live product demos on web video calls or Zoom, and hand ready buyers to your team. Harmony, a monday.com company, puts voice AI agents on the phone: a built-in dialer places and answers calls, the agents qualify leads, handle objections, and book meetings, and the results are written back to the CRM. Pipedrive is the CRM where the resulting deals are tracked, and it has AI of its own, including Nova for call briefs and drafted CRM updates. Picking the wrong shape produces a tool that overlaps with what you already have rather than filling the actual gap.
Check what each tool sends or changes without asking
Defaults differ. Artisan's Ava runs autonomously by default, but each campaign can require approval before anything is sent. AgentSDR drafts every reply for a person to approve. Pancake searches on its own schedule but contacts no one until you approve the lead, and you can edit its drafted message first. Overpath and Pipedrive Nova draft CRM updates for a rep to approve, while Gong's AI Data Extractor fills CRM fields automatically once an admin sets it up. Apollo.io's agents return lead lists and sequences for you to review before launch, though Apollo may switch some agents on automatically for eligible users. 11x's public pages describe replies handled automatically and do not document an approve-before-send mode, so ask about review controls before a pilot. SalesCloser AI and Harmony talk to buyers live, so your control is the information and call flow you approve and the point where a person takes over; Harmony's live hot transfer to a rep is an Enterprise feature.
AI scales whatever you give it, including weak inputs
Every AI SDR or AI assist in this category amplifies the team's ICP, targeting, and messaging. A clear ICP and tested messaging produce useful outbound at scale; an unclear ICP produces noise at scale. Before turning AI loose on outbound, make sure the underlying motion works on a small scale with humans. AI is a multiplier, not a substitute for sales strategy.
Deliverability and compliance remain the team's job
Cold outreach run by an AI agent is still cold outreach. Sender reputation, opt-out handling, regional regulations (CAN-SPAM, GDPR, CASL, and others), and human review of edge cases stay with the team regardless of vendor. The most disciplined teams treat AI outbound as a capacity multiplier that still needs human oversight on review queues and reply handling.
Compare by job, what it takes on, what it works with, pricing, and review
Every tool in this category, using what each vendor publishes on its own site, checked on October 20, 2026 (Harmony on October 21). "Takes on" is our editorial reading of the work each tool is built to do; we have not run the same campaign through every tool.
- Sales job
- Outbound prospecting (Alice) and calling back inbound leads (Julian)
- Takes on
- Prospect research, personalized outreach, follow-up, and first-response calls
- Works alongside
- Native Salesforce, HubSpot, Pipedrive, and Zoho connectors; your reps make the calls Alice preps
- Pricing
- Not published; demo
- Human review
- Replies handled automatically; no approve-before-send mode documented publicly
- Sales job
- Outbound prospecting with Ava, an AI BDR
- Takes on
- Prospect research, email drafting, and sequencing, with an optional 250M+ contact database
- Works alongside
- Two-way Salesforce and HubSpot sync; runs alongside your stack or as your whole outbound stack
- Pricing
- Not published; talk to sales
- Human review
- Autonomous by default; each campaign can require approval before sending
- Sales job
- Self-hosted outbound across email, LinkedIn, and WhatsApp
- Takes on
- Sequencing and reply triage from one lead database, with an AI CRM
- Works alongside
- Your own Google Workspace, Unipile, model keys, storage, and enrichment providers
- Pricing
- Free, MIT-licensed; you pay for those services
- Human review
- AI drafts; a person approves before anything is sent
- Sales job
- Finding leads with a buying signal and messaging the ones you approve
- Takes on
- Signal research across 30+ included data providers, plus a drafted first message per lead
- Works alongside
- Claude, ChatGPT, or Codex over MCP, and Slack; no email outreach or CRM sync by design
- Pricing
- From $99/mo per workspace with 60,000 credits; White Glove $3,000/mo; Enterprise custom
- Human review
- Searches run on a schedule; you approve every lead and can edit each message before it sends
- Sales job
- Building and enriching prospect lists
- Takes on
- Manual research and buying data from many providers separately
- Works alongside
- Your CRM (from the Growth plan) and sequencer, or Clay's own sequencer
- Pricing
- Free plan; Launch $167/mo and Growth $446/mo billed annually
- Human review
- You design and run the workflows
- Sales job
- Prospecting database, sequencing, dialer, and AI agents in one platform
- Takes on
- Separate data, sequencing, and dialer tools, using 240M+ contacts
- Works alongside
- Salesforce, HubSpot, and others among 200+ integrations
- Pricing
- Free plan with no time limit; paid Basic and Professional plans
- Human review
- Agents return lists and sequences for review before launch; some may switch on automatically
- Sales job
- Agents on recorded calls, email, and CRM data
- Takes on
- Manual CRM updates, follow-up drafts, call and deal reviews, and forecasting
- Works alongside
- Gong itself, plus Salesforce, HubSpot, or Microsoft Dynamics
- Pricing
- Per-user licences plus a platform fee; quoted
- Human review
- CRM fields filled automatically once an admin configures them
- Sales job
- Follow-ups, CRM updates, call scoring, and deal-risk flags for reps
- Takes on
- Rep admin after calls and manager deal inspection
- Works alongside
- Salesforce or HubSpot, Gmail, Slack, and call recorders
- Pricing
- Free for selected design partners; Team pricing not yet announced
- Human review
- Drafts wait for one-click rep approval
- Sales job
- Answering inbound leads, qualifying, booking, and running live product demos
- Takes on
- First calls and repeat demos before an account executive joins
- Works alongside
- HubSpot, Pipedrive, Zoho, and GoHighLevel directly; Salesforce through Zapier
- Pricing
- Not published; priced on a call
- Human review
- Talks to buyers live using information you approve; hands ready buyers to your team
- Sales job
- Voice AI agents that place and answer sales calls from a built-in dialer
- Takes on
- Qualification calls, objection handling, meeting booking, and call notes in the CRM
- Works alongside
- Native Salesforce, HubSpot, and monday.com integrations; your reps take the warm prospects
- Pricing
- Pro $0.39/min plus a $250/mo platform fee and an implementation fee, up to 100 calls a day; Enterprise custom
- Human review
- Talks to prospects live within the guardrails you set; hot transfer to a rep on Enterprise
- Sales job
- Pipeline CRM with built-in AI
- Takes on
- The system of record for deals, activities, and follow-up
- Works alongside
- The prospecting and outbound tools above
- Pricing
- Paid plans with a 14-day free trial; Nova included in all plans
- Human review
- Nova's CRM updates wait for your review and approval
| Tool | Sales job | Takes on | Works alongside | Pricing | Human review |
|---|---|---|---|---|---|
| 11x | Outbound prospecting (Alice) and calling back inbound leads (Julian) | Prospect research, personalized outreach, follow-up, and first-response calls | Native Salesforce, HubSpot, Pipedrive, and Zoho connectors; your reps make the calls Alice preps | Not published; demo | Replies handled automatically; no approve-before-send mode documented publicly |
| Artisan | Outbound prospecting with Ava, an AI BDR | Prospect research, email drafting, and sequencing, with an optional 250M+ contact database | Two-way Salesforce and HubSpot sync; runs alongside your stack or as your whole outbound stack | Not published; talk to sales | Autonomous by default; each campaign can require approval before sending |
| AgentSDR | Self-hosted outbound across email, LinkedIn, and WhatsApp | Sequencing and reply triage from one lead database, with an AI CRM | Your own Google Workspace, Unipile, model keys, storage, and enrichment providers | Free, MIT-licensed; you pay for those services | AI drafts; a person approves before anything is sent |
| Pancake | Finding leads with a buying signal and messaging the ones you approve | Signal research across 30+ included data providers, plus a drafted first message per lead | Claude, ChatGPT, or Codex over MCP, and Slack; no email outreach or CRM sync by design | From $99/mo per workspace with 60,000 credits; White Glove $3,000/mo; Enterprise custom | Searches run on a schedule; you approve every lead and can edit each message before it sends |
| Clay | Building and enriching prospect lists | Manual research and buying data from many providers separately | Your CRM (from the Growth plan) and sequencer, or Clay's own sequencer | Free plan; Launch $167/mo and Growth $446/mo billed annually | You design and run the workflows |
| Apollo.io | Prospecting database, sequencing, dialer, and AI agents in one platform | Separate data, sequencing, and dialer tools, using 240M+ contacts | Salesforce, HubSpot, and others among 200+ integrations | Free plan with no time limit; paid Basic and Professional plans | Agents return lists and sequences for review before launch; some may switch on automatically |
| Gong Agents | Agents on recorded calls, email, and CRM data | Manual CRM updates, follow-up drafts, call and deal reviews, and forecasting | Gong itself, plus Salesforce, HubSpot, or Microsoft Dynamics | Per-user licences plus a platform fee; quoted | CRM fields filled automatically once an admin configures them |
| Overpath | Follow-ups, CRM updates, call scoring, and deal-risk flags for reps | Rep admin after calls and manager deal inspection | Salesforce or HubSpot, Gmail, Slack, and call recorders | Free for selected design partners; Team pricing not yet announced | Drafts wait for one-click rep approval |
| SalesCloser AI | Answering inbound leads, qualifying, booking, and running live product demos | First calls and repeat demos before an account executive joins | HubSpot, Pipedrive, Zoho, and GoHighLevel directly; Salesforce through Zapier | Not published; priced on a call | Talks to buyers live using information you approve; hands ready buyers to your team |
| Harmony | Voice AI agents that place and answer sales calls from a built-in dialer | Qualification calls, objection handling, meeting booking, and call notes in the CRM | Native Salesforce, HubSpot, and monday.com integrations; your reps take the warm prospects | Pro $0.39/min plus a $250/mo platform fee and an implementation fee, up to 100 calls a day; Enterprise custom | Talks to prospects live within the guardrails you set; hot transfer to a rep on Enterprise |
| Pipedrive | Pipeline CRM with built-in AI | The system of record for deals, activities, and follow-up | The prospecting and outbound tools above | Paid plans with a 14-day free trial; Nova included in all plans | Nova's CRM updates wait for your review and approval |
Prices are the vendors' published figures in USD. Editorial comparison, not a ranking.
Best for by scenario
Outbound AI SDR
11x
Alice runs outbound research, outreach, and follow-up; Julian calls back inbound leads to qualify and book them.
AI BDR with per-campaign approval
Artisan
Ava runs outbound autonomously or waits for approval before sending, with an optional 250M+ contact database.
Self-hosted outbound you control
AgentSDR
Free, MIT-licensed AI SDR for email, LinkedIn, and WhatsApp; you host it, connect your own services, and approve every reply.
GTM enrichment workflow builder
Clay
Spreadsheet-style workflow builder that combines many data providers for custom prospecting and enrichment, best with a RevOps operator.
Sales data, sequencing, and dialer in one platform
Apollo.io
B2B contact database, sequencing, dialer, and AI agents in one platform, with a free plan and self-serve paid plans.
Signal-based prospecting with per-lead approval
Pancake
Scheduled searches for leads showing a buying signal, each with a reason it fits; nothing is sent until you approve the lead.
Deal follow-up with rep approval
Overpath
Drafts follow-ups and CRM updates from calls, email, and the CRM, and waits for the rep to approve each one.
Inbound leads and live demos
SalesCloser AI
Answers leads by phone or on your site, runs the product demo itself on a video call, and hands ready buyers to your team.
High-volume qualification calls
Harmony
Voice AI agents and a dialer in one product that qualify leads by phone, book meetings, and write the results back to your CRM.
Pipeline CRM after prospecting
Pipedrive
Downstream of prospecting: pipeline visibility and CRM follow-up after conversations exist, with Nova for call briefs and drafted updates.
Editorial framing, not a ranking. Listings on this page are unordered.
Common tradeoffs
AI SDR execution vs data enrichment
11x, Artisan, and AgentSDR execute outbound. Clay enriches and qualifies the lists those tools execute on, and can now send email itself. The two shapes complement each other more than they compete.
Sales intelligence vs CRM pipeline management
Apollo.io is built around prospecting data, sequencing, and engagement, though it now also offers deal management and call recording. Pipedrive is a CRM built around the pipeline. Many teams run a prospecting tool alongside the CRM rather than choosing one.
Plug-and-play automation vs custom workflow design
Apollo.io, 11x, and Artisan ship opinionated workflows that small teams can turn on quickly. Clay is more flexible but rewards a RevOps operator who can design and maintain workflows. AgentSDR is the most hands-on: you host it and connect every underlying service.
Review before sending vs full autonomy
Apollo.io asks you to review agent-built sequences before launch, Artisan lets each campaign require approval, and AgentSDR and Pancake always wait for a person. 11x's public pages describe automatic reply handling. Choose based on how much sending you are willing to let run without review.
Automatic vs approved CRM updates
Gong's AI Data Extractor writes CRM fields automatically once configured; Overpath and Pipedrive Nova draft updates that a rep approves. Automatic updates save more time; approved updates keep the rep accountable for what the CRM says.
Data quality vs message quality
Strong enrichment with weak messaging still produces weak outbound, and vice versa. The teams that get the most out of these tools invest in both ICP and targeting data and tested messaging, not just one.
Automation speed vs compliance and human review
AI scales outbound faster than humans can review it. Sender reputation, opt-outs, and regional regulations are still the team's job. Build review queues and reply-handling discipline before turning automation up.
Common questions about sales tools
What is the difference between an AI SDR and a sales intelligence platform?
An AI SDR (11x, Artisan, or the self-hosted AgentSDR) runs outbound prospecting for you: research, drafting, sequencing, and follow-up. A sales intelligence platform such as Apollo.io gives your reps contact data, sequencing, a dialer, and AI agents whose lists and sequences you review before they launch. The line is about who drives the motion, not whether review exists: Artisan can also require approval per campaign, and AgentSDR always waits for a person. See Apollo.io →
When should a team choose Clay instead of Apollo.io?
Choose Clay when you need flexible enrichment and custom GTM workflows across many data providers, and you have an operator able to design them. Choose Apollo.io when you want one platform with its own contact data, sequencing, and AI agents that smaller teams can self-serve. Clay now has its own sequencer, but some teams still use it upstream of Apollo.io for enrichment Apollo alone does not cover. See Clay →
When should a team choose 11x or Artisan?
Both run outbound prospecting with AI and fit teams with a validated motion that want more prospecting capacity without more SDR headcount. Before a pilot, compare what each documents: Artisan offers per-campaign approval before sending and an optional 250M+ contact database; 11x publishes native Salesforce, HubSpot, Pipedrive, and Zoho connectors, adds Julian for inbound calls, and describes automatic reply handling. Neither publishes prices, so the right pick depends on integration fit and how each performs against your ICP on a real pilot. See 11x · See Artisan →
Where do Gong Agents and Overpath fit?
Both work on deals already in progress rather than finding new prospects. Gong Agents run inside Gong's revenue platform, so they need your calls recorded in Gong, and they can fill CRM fields automatically. Overpath's Molly reads your CRM, inbox, calendar, and call recordings and drafts follow-ups and CRM updates for the rep to approve. Both complement an outbound tool and a CRM rather than replacing them. See Overpath →
Does an AI sales agent replace human sales reps?
No. The realistic outcome is that AI handles repetitive prospecting and follow-up work, while humans focus on qualification, complex conversations, and closing. Teams that frame AI sales agents as full SDR replacements tend to scale unverified outbound and burn sender reputation faster than teams that treat AI as capacity with human oversight on review and reply handling.
What matters most before using AI for outbound sales?
Four things. First, a clear ICP and tested messaging, because AI scales whatever you give it. Second, sender reputation and deliverability hygiene, because cold outreach run by AI is still cold outreach. Third, compliance with regional regulations (CAN-SPAM, GDPR, CASL, and others). Fourth, a working review queue so a human can catch edge cases and handle replies that need judgment.
Where does Pipedrive fit compared with AI outbound tools?
Pipedrive is a sales CRM focused on pipeline visibility and follow-up after leads and conversations already exist. Its own AI includes Nova, which prepares call briefs and drafts CRM updates that wait for your approval. AI outbound tools such as 11x, Artisan, AgentSDR, and Apollo.io sit upstream of that, sourcing and engaging prospects. Many teams run Pipedrive (or another CRM) for pipeline and a separate prospecting tool for top-of-funnel. See Pipedrive →
Related
- Apollo.io pricing, plans, and alternatives
The Apollo.io profile covers its free plan, paid tiers, and the tools teams compare it with.
- Compare Lindy for broader workflow assistance
Not a sales platform. Useful if you also need inbox, calendar, and meeting automation for the team behind sales.
- Browse AI customer support agents
Adjacent category, relevant when a prospect becomes a customer and the lifecycle hands off to support.
Vendor facts in this guide last checked October 20, 2026 against: Apollo AI overview, Apollo agents, Apollo agents launch, Apollo.io pricing, Clay pricing, 11x Alice, 11x Julian, 11x CRM integrations, Artisan campaign settings, Artisan pricing, AgentSDR, Gong AI agents, Gong AI Data Extractor, Overpath pricing, SalesCloser AI integrations, Pipedrive Nova, Pipedrive free trial, Pancake (llms.txt), Pancake pricing, Pancake agent docs (LinkedIn sequence), Harmony, Harmony pricing. Picks and tradeoffs are editorial judgments.