Best AI Tools for Sales Teams
Best AI Tools for Sales Teams
A sales rep can finish a busy day without having spent much of it actually selling. There are accounts to research, CRM records to update, calls to review, and follow-up emails that still need writing. Each task is necessary. Together, they leave less time for conversations with buyers.
AI tools can take some of that work off a team's plate. The difficulty is choosing one that solves the right problem. A tool that helps a manager understand stalled deals serves a very different purpose from one that finds contact details or improves cold emails.
This guide looks at 12 options across those categories, including where each one fits and what might make you choose something else. The aim is to help you build a shortlist around the way your team works.
AI Sales Tools at a Glance
| Tool | Best suited to | Main use | Pricing approach* |
|---|---|---|---|
| Salesforce Sales Cloud + Agentforce | Large teams using Salesforce | CRM automation, lead prioritization, and forecasting | Subscriptions with additional paid capabilities |
| HubSpot Breeze Prospecting Agent | Growing teams using HubSpot | Prospect research and personalized outreach | Sales Hub access and usage credits |
| Microsoft Sales agent | Teams working in Outlook and Teams | Bringing CRM information into daily communication | License requirements vary |
| Gong | Teams that need better call coaching | Conversation analysis and deal insights | Custom quote |
| Clari | Revenue leaders and operations teams | Forecasting and pipeline risk | Custom quote |
| Outreach | Established outbound teams | Sales sequences, meeting assistance, and execution | Custom quote |
| Apollo | Startups and smaller B2B teams | Contact discovery, enrichment, and outreach | Free entry plan and paid tiers |
| ZoomInfo Copilot | Teams with substantial account research needs | B2B data, buying signals, and account intelligence | Custom quote |
| LinkedIn Sales Navigator | Teams that rely on professional relationships | Lead research, account insights, and introductions | Per-seat plans |
| Clay | Teams building custom prospecting workflows | Research, enrichment, and lead scoring | Usage- and credit-based plans |
| Lavender | Reps who need stronger sales emails | Writing feedback and personalization | Free entry option and paid plans |
| Regie.ai | Teams exploring automated outbound work | Prospect research, messaging, and calling workflows | Individual and team options |
These are broad pricing descriptions from the supplied draft, rather than current quotes. Product names, features, plan availability, and pricing should be checked with each vendor before publication or purchase.
1. Salesforce Sales Cloud + Agentforce
Best for large sales teams already working in Salesforce.
For a business that keeps its customer history, opportunities, and reporting in Salesforce, adding AI there has an obvious appeal: reps can work with information the company already holds.
Sales Cloud, Einstein capabilities, and Agentforce support tasks such as prioritizing leads, drafting outreach, summarizing activity, and forecasting revenue. Agent features can also assist with prospect research and qualification, with the results connected to CRM records.
The main capabilities to assess are:
Lead and opportunity scoring
Pipeline forecasts and recommended next steps
Personalized email drafts and activity summaries
Prospect research and qualification workflows
Central administration, permissions, and reporting
That integration is Salesforce's biggest advantage. It gives administrators a way to manage sales workflows and data access in the same environment.
It also means the quality of the result depends on the quality of the setup. Incomplete records, inconsistent sales stages, or poorly configured workflows will limit what the AI can do. Implementation may need an experienced administrator, and additional AI or data capabilities can raise the overall cost.
Salesforce deserves a close look if it is already central to your business. For a small team that simply needs to find prospects and send follow-ups, it may be more platform than the job requires.
2. HubSpot Breeze Prospecting Agent
Best for growing businesses that want prospecting connected to their CRM.
HubSpot's appeal is the connection between its sales, marketing, and customer records. Its prospecting agent brings research and outreach into that environment, which can make it easier to turn existing account information into a relevant next step.
The agent can help research companies, source and enrich contacts, monitor buying signals, and draft personalized emails. Selling profiles let teams adapt instructions to different products, audiences, or markets. Connections to data providers such as Apollo and ZoomInfo can support contact research as well.
For a lean team already using HubSpot, this can reduce the work involved in moving information between separate applications. It also gives managers a clearer connection between prospecting activity and the rest of the customer journey.
Pay attention to the package and credit model, though. A workflow that looks inexpensive at a small scale may consume considerably more credits once the whole team uses it. Some automation and reporting capabilities may also require a higher subscription tier.
HubSpot is worth evaluating when you want a more connected sales process and already use, or are considering, its CRM. Before committing, run a realistic week of prospecting and check both the output and the usage bill.
3. Microsoft Sales Agent
Best for sales teams that spend their day in Outlook and Microsoft Teams.
Sales work often happens in an inbox or a meeting, while the information needed to do it sits somewhere else. Microsoft's Sales agent brings CRM context into Microsoft 365 applications, helping sellers prepare for meetings, draft responses, and capture follow-up work.
The product described in the original draft as the successor to Microsoft 365 Copilot for Sales connects with Dynamics 365 Sales and Salesforce. Its capabilities include meeting insights, summaries, action items, and access to connected CRM records.
The practical benefit is less switching between applications. A rep can review relevant customer information while preparing a reply, or capture what happened in a meeting before those details are forgotten.
Licensing and deployment deserve attention early. The available experience can depend on your Microsoft 365 setup, CRM connection, meeting settings, and administrator configuration.
If Outlook and Teams are already where your sellers work, this is a sensible candidate for a pilot. Ask the vendor to demonstrate the exact workflows available under your proposed licenses.
4. Gong
Best for understanding sales conversations and turning them into useful coaching.
A short CRM note rarely captures everything that mattered in a call. A buyer may have raised a concern about implementation, mentioned another decision-maker, or quietly changed the timeline. Those details can affect the deal even when they never reach the opportunity record.
Gong records and analyzes customer interactions so teams can revisit that information. Its conversation intelligence capabilities include transcripts, summaries, action items, topic tracking, and signals that help managers inspect deals.
For coaching, the value is in specific examples. A manager can review how a rep handled an objection or share a useful discovery question with a new hire. That gives the discussion more substance than a general instruction to improve the next call.
The investment is harder to justify if recordings and summaries simply accumulate without anyone using them. Managers need a routine for reviewing calls and applying what they learn. Teams should also establish suitable recording, access, and retention practices.
Gong belongs on your shortlist when important deal information is being lost in conversations or when coaching needs more direct evidence from customer calls.
5. Clari
Best for revenue teams that need a clearer view of their pipeline and forecast.
Forecast meetings become difficult when every manager interprets the pipeline differently. One team may be optimistic about close dates; another may leave stale opportunities untouched. Leadership is then left trying to turn inconsistent inputs into a dependable number.
Clari brings together CRM information, sales activity, and other revenue signals to support forecasting and deal inspection. Its broader platform helps teams identify risk and coordinate follow-up work, while Clari Copilot adds conversation intelligence.
The most relevant capabilities include:
Pipeline inspection and revenue forecasting
Signals that an opportunity may slip or stall
Call insights through Clari Copilot
Shared revenue analytics and coordinated workflows
This is especially useful when sales, finance, and revenue operations need a common view of performance. It does require agreement on how the business manages its pipeline, along with reliable underlying data.
For a small company with a short sales cycle, a dedicated forecasting platform may be difficult to justify. Clari makes more sense when forecast reliability has become a recurring management problem.
6. Outreach
Best for established outbound teams that need a consistent way to execute sales activity.
Outreach brings sequences, calls, account work, and sales guidance into a broader execution platform. It can help teams organize multichannel prospecting, assign tasks, and monitor how their sales process is being followed.
Its Kaia conversation capabilities add meeting transcription, summaries, action items, and assistance during calls. The wider platform also covers deal and forecasting workflows.
That breadth can be useful for a team with a defined outbound process. Reps get a structured daily workflow, while managers can see activity and use conversation insights for coaching.
The trade-off is complexity. A small team may not need the full range of capabilities, and automation still depends on sensible targeting and good messaging. Repeating a weak email across more accounts will not make it more persuasive.
Evaluate Outreach if you need to coordinate an established sales motion across several reps or teams. During a demo, follow a real prospect from initial research through outreach, meeting, and follow-up to see how well the pieces connect.
7. Apollo
Best for smaller B2B teams that want prospect data and outreach in one place.
Apollo combines company and contact search with enrichment, sequencing, and AI assistance. That makes it a practical starting point for teams that would otherwise need separate products to build prospect lists and act on them.
Its AI features can support natural-language prospect searches, ideal-customer-profile matching, lead scoring, qualification, and research summaries. CRM integrations and automation help move selected contacts into the next stage of the workflow.
A free entry plan makes it easier to try the platform before making a larger commitment. The important question is whether its data fits your market. Coverage and accuracy can vary across countries, industries, and job functions.
Test contacts you know, inspect the results, and check how credits are consumed. Also consider whether the outreach workflow is comfortable enough for your reps to use every day.
Apollo is a useful option when budget matters and the immediate problem is finding relevant people to contact. The quality of the data in your particular segment should drive the decision.
8. ZoomInfo Copilot
Best for teams that rely heavily on account intelligence and buying signals.
A prospect list tells a rep who they could contact. Account intelligence helps explain why a particular company might deserve attention now.
ZoomInfo Copilot builds on company and contact data, account attributes, and intent signals to support research and prospecting. It can surface account summaries, relevant changes, and possible follow-up opportunities, helping sellers prioritize their work.
That context can be valuable when selling into large accounts with several stakeholders. It may also support territory planning and expansion work within existing customers.
The budget and data coverage need careful evaluation. Test the regions and customer segments you actually sell into, and compare the offering with any data or intent products you already pay for. Overlap can be expensive.
ZoomInfo Copilot is worth considering when timely account information has a clear role in your sales process. A team with straightforward contact-search needs may find a lighter product sufficient.
9. LinkedIn Sales Navigator
Best for B2B sellers who need professional context and paths to introductions.
Knowing someone's job title is useful. Knowing how they fit into an account, whether they recently changed roles, and who could introduce you can be more useful still.
Sales Navigator helps sellers search for leads and accounts, follow professional changes, and identify relationship paths through LinkedIn. Its AI capabilities include Account IQ, Lead IQ, and Message Assist, which support company research, lead insights, and InMail drafting.
Other relevant features include advanced search, account alerts, relationship maps, and CRM integrations on eligible plans.
Its value is strongest when professional relationships matter to the sale. A mutual connection or a change in a prospect's responsibilities can give a rep a more relevant starting point for a conversation.
You will still need a CRM and, depending on your process, a separate outreach platform. Plan availability also matters because some AI and team capabilities are restricted to particular packages.
Consider Sales Navigator when account research and relationship development are regular parts of your team's work.
10. Clay
Best for sales operations and growth teams that want to build their own research workflows.
Standard contact databases cannot answer every prospecting question. A team might need to combine several sources, investigate a particular company characteristic, or qualify accounts against a detailed set of criteria.
Clay gives teams the flexibility to build those workflows. It combines enrichment sources with AI-assisted research, scoring, and connections to CRM and outbound tools. The resulting information can help qualify leads, route accounts, or provide context for personalized messages.
The attraction is control: you can shape the research around your own sales strategy. That flexibility also creates work. Someone needs to design the workflow, inspect its results, and manage credit consumption.
An inefficient sequence of enrichment steps can become costly, while poorly framed research questions can produce information that sounds useful but does little to improve targeting.
Clay fits teams with a specific research process in mind and someone able to maintain it. If you want to search for contacts and start prospecting immediately, a more preconfigured platform may be easier to adopt.
11. Lavender
Best for reps who want practical help writing better sales emails.
Sometimes the problem is the email itself. It takes too long to reach the point, sounds generic, or asks the recipient to do too much at once.
Lavender focuses on that part of the sales process. It provides feedback while a rep writes, suggests improvements, helps with first drafts, and offers personalization guidance. Team features can support coaching and onboarding.
Its narrow focus makes it relatively straightforward to evaluate. Give reps a set of real messages to work on, review the suggested changes, and see whether the feedback improves clarity without making every email sound alike.
The suggestions still need judgment. Reps should check factual details and make sure any personalization is relevant to the recipient. There may also be overlap with writing features already included in an engagement platform.
Lavender is worth trying when email quality is a clear weakness and the rest of the prospecting process is already in place.
12. Regie.ai
Best for outbound teams exploring AI assistance across several daily prospecting tasks.
Regie.ai supports lead sourcing, enrichment, messaging, calling workflows, and activity logging. Its assistants and agents aim to reduce the research and administrative work needed to keep outbound prospecting moving.
Capabilities described in the supplied draft include signal monitoring, email drafting or sending, LinkedIn tasks, calling support, and CRM logging. Individual and team offerings provide different ways to evaluate the product.
The appeal is continuity across tasks. Research can inform a message, which can lead into a call or a follow-up without requiring a rep to rebuild the context at every step.
That makes supervision important during a pilot. Review who the system selects, what it says, how frequently it contacts people, and whether the CRM records are accurate. Integration depth and administrative controls should be part of the evaluation too.
Regie.ai is a candidate for teams ready to test broader prospecting automation. Start with a manageable workflow and expand after the quality is consistent.
Which Tool Should You Shortlist?
Start with the work that is causing the most difficulty. This gives you a more useful comparison than ranking products that serve different purposes.
| Your main problem | Tools to investigate |
|---|---|
| Finding contacts and starting outbound prospecting | Apollo; HubSpot if you already use its CRM |
| Improving weak or inconsistent sales emails | Lavender |
| Reducing administration within an existing CRM | Salesforce Sales Cloud + Agentforce; Microsoft Sales agent for a Microsoft-based workflow |
| Understanding calls and coaching reps | Gong, Outreach Kaia, or Clari Copilot |
| Researching accounts and identifying buying signals | ZoomInfo Copilot |
| Finding relationship context and introduction paths | LinkedIn Sales Navigator |
| Building custom enrichment and qualification workflows | Clay |
| Coordinating outbound activity across a larger team | Outreach or Regie.ai |
| Improving pipeline inspection and forecasting | Clari; also assess relevant capabilities in Salesforce, Gong, or Outreach |
Your existing software should influence the shortlist. If a platform you already use can handle the task well, adopting its features may be easier than adding another subscription and integration.
How to Evaluate AI Sales Software
Pick one problem you can measure
“We need to use AI” is too broad to guide a purchase. A more useful starting point is that reps spend five hours a week on account research, call notes rarely reach the CRM, or managers cannot explain why close dates keep moving.
Choose the problem first, then decide what improvement would justify paying for a tool.
Check the integration in detail
An integration logo does not tell you how much work the connection will save. Ask which records the tool can read and update, which activities it logs, and what permissions it needs.
Have the vendor demonstrate the complete workflow with examples that resemble your own. Include the handoff back into the CRM.
Test the data in your actual market
For a contact or enrichment product, build a sample of around 100 known accounts or contacts. Check email validity, job titles, company matching, duplicates, and missing records.
Use the countries, industries, and roles you sell to. A large overall database is less useful than reliable coverage of your particular buyers.
Read the output
Review research summaries and email drafts closely. Look for unsupported claims, irrelevant personalization, and language your reps would never use.
Producing more content is only helpful if the content is accurate and useful. Track positive replies and qualified conversations alongside activity volume.
Understand how customer information is handled
Ask about access controls, storage, retention, deletion, and whether submitted information is used for model training. For recordings and outbound activity, have the appropriate people in your organization review the proposed workflow before rollout.
Calculate the full cost
Include credits, implementation, integrations, administrator time, onboarding, and any usage charges. Then identify which existing subscriptions the new product can actually replace.
A modest license price can become a larger commitment once the whole team starts using the system.
Run a focused pilot
A four- to eight-week trial can help reveal whether the tool fits daily work. Use a representative group and compare its results with a reliable baseline or a similar group.
Choose a few measures tied to the original problem, such as research time, CRM completion, positive replies, qualified meetings, or forecast accuracy. Longer-term outcomes, including conversion and sales-cycle length, may need more time to assess.
Building a Sensible Sales Stack
For a solo seller or very small team, a CRM and one tool that addresses the largest bottleneck may be enough. Apollo is an option for prospecting; Lavender may be useful if writing emails is taking too much time or producing inconsistent results.
A growing business already using HubSpot can begin by evaluating its native prospecting features. Sales Navigator may fill a relationship-research gap, while a conversation platform may become useful as the team needs more structured coaching.
An established outbound organization may need a CRM, an execution platform such as Outreach, and a source of account data or custom research. Before adding Gong or Clari, identify the specific coaching or forecasting need and check for features already covered elsewhere.
For a large enterprise using Salesforce or Dynamics 365, the native AI capabilities are a logical starting point. Specialist tools should earn their place by solving a clear problem that remains after those capabilities are assessed.
Mistakes That Make AI Sales Tools Less Useful
Buying the same capability several times. Research, email drafting, call summaries, and lead scoring appear across many products. Map the overlap before purchasing another subscription.
Automating a process that is already struggling. Poor targeting and unclear qualification rules remain problems when software executes them. Fix the process before increasing its volume.
Accepting plausible claims without checking them. A confident research summary can still contain errors. Verify claims about prospects and review important customer-facing statements before sending them.
Treating email volume as progress. More sends can create deliverability problems and more irrelevant contact. Watch response quality, audience fit, and sender reputation.
Measuring usage without checking outcomes. Summaries created and records enriched can show adoption, but the buying decision should also consider time saved, opportunity quality, conversion, and other results relevant to the business.
Frequently Asked Questions
What is the best overall AI tool for sales teams?
There is no single choice that fits every sales process. Start with your CRM and the task you want to improve. Salesforce, HubSpot, and Microsoft offer options connected to their existing environments. Products such as Gong, Clari, Apollo, Clay, and Lavender focus on more specific needs.
What is a good affordable option?
Apollo is worth investigating for contact discovery and outreach, while Lavender offers a focused way to assess email coaching. Check current plan limits and estimate realistic usage before deciding which is affordable for your team.
Can AI replace sales representatives?
AI can take on parts of research, data entry, drafting, and routine follow-up. Complex sales still call for people to understand priorities, earn trust, handle uncertainty, and negotiate. Assign responsibility for the quality of the work even when software carries out some of the steps.
Is a general AI assistant enough?
For occasional drafting, meeting preparation, or practicing responses to objections, a general assistant may cover the immediate need. Dedicated sales software becomes more useful when you need connected CRM records, contact data, automated workflows, team reporting, and administrative controls. Use customer information only in tools your organization has approved for that purpose.
How many tools does a team need?
Begin with your CRM and one addition that solves a meaningful problem. Add another when you can explain what it contributes, who will use it, and why that contribution is worth the ongoing cost.
Making the Choice
Write down the task your team most wants to spend less time on. Choose two or three products that address it, then test them with real accounts and everyday sales work.
Ask the reps whether the tool helps, inspect the quality of its output, and compare the improvement with the full cost. Those answers will tell you more than a long feature list about whether it belongs in your sales process.