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April 10, 2026

Best Sales AI Agents: Tools Teams Are Actually Using in 2026

Sales teams don’t really have a “tool problem” anymore, there are plenty of those. What’s changed is how much of the actual work can now be handled, assisted, or at least accelerated by AI agents.

Not in a flashy, “replace your team overnight” kind of way. More like quietly taking care of the repetitive parts - researching prospects, drafting outreach, following up when things slip through the cracks. The stuff that usually eats up most of the day.

That’s where sales AI agents are starting to show up in a meaningful way.

Below is a curated list of platforms and tools in this space. Not a ranking, not a “best for X” breakdown, just a grounded overview of companies building products around AI-assisted sales workflows, each with its own angle on how much autonomy AI should actually have.

Know Which Sales Messages Are More Likely to Convert

Not all sales approaches perform the same. Even with AI agents, results depend on how offers, messaging, and creative angles resonate with your audience.

Extuitive helps evaluate sales messaging and creative concepts before launch by simulating how potential customers are likely to respond. Instead of relying only on live testing, you can compare ideas and identify stronger directions early.

If you’re working with sales AI agents, Extuitive can help you:

  • compare different messaging and creative angles
  • evaluate how audiences may respond to your offers
  • identify approaches more likely to drive engagement

See which sales messaging is more likely to perform with Extuitive.

1. Salesloft

Salesloft presents itself as a platform built around the idea of coordinating revenue work in one place. It connects different parts of the sales process, from early outreach to closing and forecasting, with shared data and AI-driven workflows. The system is structured around modules like Cadence, Conversations, Deals, and Forecast, each covering a specific part of the pipeline while feeding into a broader view of performance and activity.

The platform leans on AI agents to handle repetitive tasks and surface insights tied to deals and buyer behavior. Instead of focusing on a single function, it brings engagement, analytics, and forecasting together so teams can see what is happening across the pipeline and act on it without switching tools. The emphasis is on connecting signals from different stages and turning them into next steps inside the same workflow.

Key Highlights:

  • Unified platform covering outreach, deal management, and forecasting
  • AI agents that assist with tasks and surface deal-related insights
  • Cadence tools for managing prospecting and follow-ups
  • Conversation intelligence tied to buyer interactions
  • Forecasting and analytics built on real-time pipeline data

Who It’s Best For:

  • Teams managing complex sales pipelines across multiple stages
  • Organizations that want visibility across the full revenue cycle
  • Sales operations looking to centralize tools and workflows
  • Companies already using multiple systems that need consolidation 

Contact Information:

  • Website: www.salesloft.com
  • App Store: apps.apple.com/us/app/salesloft-mobile/id1455032473
  • Google Play: play.google.com/store/apps/details?id=com.salesloftmobile
  • Twitter: x.com/salesloft
  • LinkedIn: www.linkedin.com/company/salesloft
  • Instagram: www.instagram.com/salesloft
  • Address: 1180 W Peachtree St,
NW Suite 2400, Atlanta, GA 30309
  • Phone: +1 (770) 756-8022

2. Momentum

Momentum positions itself around capturing what usually gets lost in sales conversations and turning it into structured data. It listens to customer interactions, extracts key details, and pushes that information into systems like CRM in real time. The idea is to reduce the gap between what is said on calls and what actually gets recorded and acted on.

A big part of the platform lives inside communication tools like Slack, where updates, deal signals, and next steps are shared automatically. It also runs workflows in the background, handling things like follow-ups, stage updates, and internal notifications based on predefined rules. Rather than adding another layer of tools, it tries to sit between conversations and systems, keeping everything in sync without much manual input.

Key Highlights:

  • Captures and structures data from customer interactions
  • Real-time CRM updates based on call and conversation insights
  • Slack-based workflows for deal visibility and coordination
  • Automated follow-ups, task creation, and process enforcement
  • AI agents for deal execution, coaching, and retention

Who It’s Best For:

  • Teams that rely heavily on calls and need better data capture
  • Revenue operations managing CRM accuracy and consistency
  • Organizations using Slack as a central coordination tool
  • Sales teams dealing with complex, fast-moving pipelines 

Contact Information:

  • Website: www.momentum.io
  • Twitter: x.com/dealmomentum
  • LinkedIn: www.linkedin.com/company/dealmomentum
  • Instagram: www.instagram.com/dealmomentum

3. Instantly

Instantly focuses on outbound sales workflows, especially around cold email and lead generation. It combines lead discovery, campaign setup, and message creation into a single flow, with AI handling parts like personalization and sequencing. The platform is built to reduce the manual steps involved in launching and managing outreach campaigns.

Once campaigns are running, it tracks performance across metrics tied to pipeline and revenue rather than just opens or clicks. It also adjusts workflows automatically, pausing underperforming campaigns and scaling those that show results. The system connects with common tools and uses triggers to move leads through different stages without much manual intervention.

Key Highlights:

  • AI-assisted lead discovery and outreach campaign setup
  • Automated email personalization and sequencing
  • Workflow triggers based on lead behavior and responses
  • Campaign performance tracking tied to pipeline outcomes
  • Integrations with common sales and productivity tools

Who It’s Best For:

  • Teams focused on outbound and cold email strategies
  • Agencies managing outreach for multiple clients
  • Founders or small teams handling their own prospecting
  • Sales development roles working with high-volume campaigns 

Contact Information:

  • Website: instantly.ai
  • App Store: apps.apple.com/us/app/instantly-ai/id6474658497
  • Google Play: play.google.com/store/apps/details?id=ai.instantly.app
  • Facebook: www.facebook.com/groups/coldemailmasterclass
  • Twitter: x.com/InstantlyAI
  • LinkedIn: www.linkedin.com/company/instantlyapp
  • Instagram: www.instagram.com/instantly.ai

4. Apollo

Apollo combines a large B2B data set with tools for outreach, deal management, and automation. It brings together lead sourcing, enrichment, and engagement into one system, so teams can move from finding contacts to running campaigns without switching platforms. The data layer plays a central role, supporting targeting and personalization across workflows.

The platform also includes AI features for tasks like meeting prep, follow-ups, and call summaries. It covers both outbound and inbound processes, including lead routing and nurturing. Instead of focusing on one part of the funnel, it tries to handle most of the steps involved in building and progressing pipeline within a single environment.

Key Highlights:

  • Large database of contacts and companies for prospecting
  • Combined outbound, inbound, and data enrichment tools
  • AI support for meeting prep, follow-ups, and task creation
  • Workflow automation for outreach and lead management
  • Built-in scheduling, routing, and pipeline tracking

Who It’s Best For:

  • Teams looking for an all-in-one sales platform
  • Organizations that rely on data-driven prospecting
  • Sales development and marketing teams working together
  • Companies trying to reduce the number of separate tools

Contact Information:

  • Website: www.apollo.io
  • Google Play: play.google.com/store/apps/details?id=io.apollo.app
  • Email: press@apollo.io
  • Facebook: www.facebook.com/UseApolloIo
  • Twitter: x.com/useapolloio
  • Instagram: www.instagram.com/useapollo.io

5. Artisan

Artisan frames its platform around the idea of AI employees that handle outbound sales work. Its main agent, Ava, is designed to take over tasks like lead research, email writing, and follow-ups. The system combines multiple outbound tools, including data sourcing, personalization, and deliverability, into a single workflow.

Instead of requiring users to manage each step manually, the platform runs campaigns based on defined targeting and messaging. Ava gathers data from different sources, identifies signals, and builds outreach sequences across channels. The goal is to reduce the amount of manual effort involved in prospecting while keeping the process structured.

Key Highlights:

  • AI BDR that handles research, outreach, and follow-ups
  • Access to a large B2B contact database
  • Multi-channel outbound sequences with automated timing
  • Personalization based on external data and intent signals
  • Built-in tools for email deliverability and campaign setup

Who It’s Best For:

  • Teams focused primarily on outbound prospecting
  • Startups and smaller teams with limited sales resources
  • Companies running high-volume outreach campaigns
  • Organizations experimenting with AI-led sales workflows 

Contact Information:

  • Website: www.artisan.co
  • Email: hello@artisan.co
  • Twitter: x.com/getartisanai
  • LinkedIn: www.linkedin.com/company/artisanai
  • Instagram: www.instagram.com/getartisan

6. Relevance AI

Relevance AI takes a broader approach by framing sales work as something that can be gradually handed over to AI agents. It starts with assisting tasks like research and email drafting, then moves toward more autonomous workflows that run based on signals and predefined playbooks. The platform is built around the idea of an evolving system rather than a fixed set of tools.

It allows teams to build what it calls AI workforces, where multiple agents handle different parts of the process such as inbound qualification, outbound outreach, and research. These agents can connect to various tools and data sources, acting across systems instead of staying within one interface. Over time, the system can take on more responsibility as workflows become more defined.

Key Highlights:

  • AI agents that evolve from assistance to full workflow automation
  • Multi-agent systems handling different GTM functions
  • Integration with a wide range of tools and data sources
  • Customizable workflows based on signals and triggers
  • Support for both inbound and outbound sales processes

Who It’s Best For:

  • Teams exploring deeper automation beyond basic AI features
  • Organizations with established sales processes to build on
  • Revenue teams working across multiple tools and systems
  • Companies interested in long-term AI adoption strategies

Contact Information:

  • Website: relevanceai.com
  • Twitter: x.com/RelevanceAI_
  • LinkedIn: www.linkedin.com/company/relevanceai

7. Tidio

Tidio sits closer to the customer interaction side of sales, combining live chat, help desk tools, and an AI agent called Lyro. It focuses on handling conversations with website visitors and customers, covering both support and early-stage sales interactions. The platform is designed to keep communication organized while automating common requests.

Lyro is trained on company data to respond in a way that matches the brand’s tone and context. It can handle routine questions, qualify leads, and trigger actions like booking meetings or routing conversations. Alongside the AI agent, Tidio includes tools for managing tickets, workflows, and real-time chat, keeping everything within a single interface.

Key Highlights:

  • AI chat agent for handling customer and lead conversations
  • Live chat and help desk features in one platform
  • Automation of repetitive support and qualification tasks
  • Workflow tools for routing and managing conversations
  • Integrations with common ecommerce and CRM systems

Who It’s Best For:

  • Teams handling inbound leads through website interactions
  • Ecommerce and SMB businesses with high chat volume
  • Support teams that also contribute to sales workflows
  • Companies looking to automate first-line customer communication

Contact Information:

  • Website: www.tidio.com
  • App Store: apps.apple.com/us/app/tidio/id916822567
  • Google Play: play.google.com/store/apps/details?id=com.tidiochat.app
  • Email: support@tidio.net
  • Facebook: www.facebook.com/TidioCX
  • Twitter: x.com/tidiocx
  • LinkedIn: www.linkedin.com/company/tidio-ltd
  • Instagram: www.instagram.com/tidiocx

8. Gong

Gong approaches sales AI through data collected from customer interactions. It captures calls, emails, and other touchpoints, then connects them into a broader system that reflects what is happening across deals and accounts. This data is organized into what it calls a revenue graph, which ties activities to outcomes.

On top of this, Gong uses AI agents to assist with tasks like follow-ups, pipeline updates, and forecasting adjustments. It also provides insights that can be used for coaching and performance tracking. Rather than focusing on outbound or automation alone, the platform centers on understanding patterns in conversations and using them to guide decisions.

Key Highlights:

  • Captures and analyzes customer interactions across channels
  • Centralized data model linking activities to revenue outcomes
  • AI agents for follow-ups, forecasting, and pipeline updates
  • Conversation insights for coaching and performance analysis
  • Tools for engagement, forecasting, and enablement

Who It’s Best For:

  • Teams that rely heavily on sales calls and conversations
  • Organizations focused on coaching and performance improvement
  • Revenue operations teams working with large data sets
  • Companies needing deeper visibility into deal progression

Contact Information:

  • Website: www.gong.io
  • App Store: apps.apple.com/us/app/gong-io/id1289289459
  • Google Play: play.google.com/store/apps/details?id=io.gong.mobileapp
  • Email: sales@gong.io
  • Facebook: www.facebook.com/To.GongIO
  • Twitter: x.com/gong_io
  • LinkedIn: www.linkedin.com/company/gong-io
  • Instagram: www.instagram.com/gong.io

9. Lindy

Lindy is positioned more as a general work assistant that overlaps with sales tasks, especially around communication and scheduling. It focuses on managing email, drafting replies, organizing inboxes, and handling meeting logistics. The tool operates directly within email and calendar environments, which makes it feel closer to daily workflow than a separate platform.

It learns from user behavior over time, adapting how it drafts messages and prioritizes tasks. In a sales context, this shows up in faster response handling, meeting coordination, and follow-ups after calls. It also connects with other tools, allowing it to pull in context and automate routine actions without requiring much setup.

Key Highlights:

  • Email triage and reply drafting based on user style
  • Automated meeting scheduling and rescheduling
  • Call preparation, note-taking, and follow-up summaries
  • Continuous learning from user behavior and preferences
  • Integrations with email, calendar, and collaboration tools

Who It’s Best For:

  • Individual contributors managing high email volume
  • Sales reps handling scheduling and follow-ups daily
  • Small teams without dedicated sales automation tools
  • Professionals looking to reduce routine communication tasks

Contact Information:

  • Website: www.lindy.ai
  • Email: support@lindy.ai
  • Twitter: x.com/getlindy
  • LinkedIn: www.linkedin.com/company/lindyai

10. MagicBlocks

MagicBlocks describes its product as an AI sales agent that lives directly on a website and handles conversations with visitors in real time. It builds the agent by scanning the site, picking up messaging, tone, and positioning, then turning that into a conversational flow aimed at guiding users toward a specific action. The setup is minimal, with most of the work happening automatically based on existing site content.

From there, the agent focuses on engaging visitors as they arrive, asking questions, qualifying interest, and keeping conversations moving toward a defined goal. It adapts to user behavior, including page activity and context signals, and tries to keep the interaction aligned with the intended outcome instead of drifting into generic chat. The approach leans more toward guided conversations than open-ended support.

Key Highlights:

  • AI agent built directly from website content
  • Real-time visitor engagement and qualification
  • Conversation flows tied to specific calls to action
  • Context-aware responses based on user behavior
  • No-code setup with automated configuration

Who It’s Best For:

  • Businesses relying on website traffic for lead generation
  • Teams that want to respond to visitors outside working hours
  • Companies looking to replace or support live chat workflows
  • Marketing teams focused on improving conversion from site visits 

Contact Information:

  • Website: magicblocks.ai
  • Email: hello@magicblocks.ai
  • Twitter: x.com/magicblocksai
  • LinkedIn: www.linkedin.com/company/magicblocks
  • Instagram: www.instagram.com/magicblocks.ai
  • Address: Suite 225. 188 Valley St. Providence. RI. 02909. USA

11. Reply.io

Reply.io presents itself as a sales engagement platform that combines data, outreach, and automation in one place. It includes tools for finding contacts, enriching data, and building outreach campaigns across different channels like email, LinkedIn, and calls. The system is structured around moving from lead discovery to conversation and then to booked meetings.

At the same time, AI agents are introduced as an option to handle parts of the process, including generating sequences, writing replies, and managing follow-ups. The platform supports both manual and automated workflows, so teams can decide how much of the process they want to control versus delegate. Everything is tied together through sequences that adjust based on prospect behavior.

Key Highlights:

  • Access to a large pool of B2B contacts and data enrichment
  • Multichannel outreach across email, social, and calls
  • AI-generated sequences and reply suggestions
  • Built-in meeting scheduling and calendar integration
  • Workflow automation based on prospect interactions

Who It’s Best For:

  • Teams running structured outbound campaigns across channels
  • Sales development roles managing high outreach volume
  • Agencies handling outreach for different clients
  • Organizations balancing manual and AI-assisted workflows 

Contact Information:

  • Website: reply.io
  • Email: sales@reply.io
  • Facebook: www.facebook.com/reply.io
  • Twitter: x.com/ReplyAppTeam
  • LinkedIn: www.linkedin.com/company/replynow
  • Phone: +1 855 747 99 53

12. Lemlist

Lemlist focuses on outbound sales with an emphasis on personalization and multichannel outreach. It combines lead sourcing, enrichment, and messaging into a single workflow, allowing users to build campaigns that run across email, LinkedIn, calls, and other channels without switching tools. The platform also includes features to help maintain email deliverability.

The AI layer is used to gather data about prospects and adjust messaging based on available context, such as social profiles or company information. Campaigns are structured as sequences that adapt over time, while replies and interactions are tracked in a unified inbox. The overall setup is meant to keep outreach organized while reducing manual effort in research and personalization.

Key Highlights:

  • Lead database with enrichment for contact details
  • Multichannel sequences combining email, social, and calls
  • AI-assisted personalization based on external data
  • Deliverability tools including automated warm-up
  • Unified inbox for managing conversations

Who It’s Best For:

  • Teams running outbound campaigns across multiple channels
  • Sales reps who need personalization without manual research
  • Companies focused on improving email deliverability
  • Organizations managing outreach from a single workflow 

Contact Information:

  • Website: www.lemlist.com
  • LinkedIn: www.linkedin.com/company/lemlist

13. Drift AI

Drift AI positions its platform around agent-based automation that can be applied across different business workflows, including sales. It introduces a set of AI agents designed for tasks like lead research, outreach, and handling inbound interactions. These agents are built to integrate with existing systems and operate alongside current processes rather than replacing them.

The system covers multiple areas beyond sales, including internal knowledge access and customer communication, but sales-related agents focus on identifying leads, preparing outreach, and managing early-stage engagement. The broader idea is to automate routine work while keeping decision-making and oversight with the team.

Key Highlights:

  • AI agents for lead research, outreach, and engagement
  • Integration with existing tools and workflows
  • Support for both sales and operational use cases
  • Automation of repetitive tasks across processes
  • Context-aware insights based on data analysis

Who It’s Best For:

  • Teams looking to automate parts of their sales workflow
  • Organizations combining sales with broader automation needs
  • Companies that want flexible agent-based systems
  • Operations and sales teams working closely together 

Contact Information:

  • Website: drift-ai.tech
  • Email: contact@drift-ai.tech
  • LinkedIn: www.linkedin.com/company/drift-ai-tech

14. Lavender

Lavender approaches sales AI from the angle of email communication. It focuses on helping users write better emails by analyzing past messages and suggesting improvements in real time. The system learns from individual and team behavior, then uses that context to guide how emails are written and structured.

The platform includes an AI assistant that helps draft messages and adjust tone, aiming to make emails clearer and more aligned with what tends to get responses. Instead of automating full workflows, it stays close to the writing process, offering feedback and suggestions before messages are sent.

Key Highlights:

  • AI assistant for drafting and improving sales emails
  • Analysis of past email performance and patterns
  • Real-time suggestions on tone, clarity, and structure
  • Integration with email platforms for direct use
  • Focus on individual and team communication style

Who It’s Best For:

  • Sales reps who spend a lot of time writing emails
  • Teams focused on improving response rates
  • Organizations that rely on email as a main channel
  • Individuals looking for guidance rather than full automation 

Contact Information:

  • Website: www.lavender.ai
  • Email: support@lavender.ai
  • Twitter: x.com/lavenderhq
  • LinkedIn: www.linkedin.com/company/itslavenderduh
  • Instagram: www.instagram.com/itslavenderduh

15. Regie.ai

Regie.ai describes its platform as a way to coordinate sales outreach by combining AI agents and human workflows in one system. It brings together tasks like list building, message writing, sequencing, and dialing into a single environment, where both reps and AI agents contribute to the same process.

The platform is built around structured plays that define how outreach should happen based on signals like intent or persona. AI agents handle preparation work such as research and drafting, while reps step in for conversations and decisions. This setup is meant to keep execution consistent while reducing manual workload.

Key Highlights:

  • Combined workflows for AI agents and human reps
  • Tools for prospecting, messaging, and sequencing
  • Signal-based outreach using intent and persona data
  • Automation of research and preparation tasks
  • Centralized system for managing outbound plays

Who It’s Best For:

  • Teams running structured outbound strategies
  • Sales organizations with defined playbooks
  • Companies looking to reduce manual prospecting work
  • Revenue teams aligning SDRs and AEs in one workflow 

Contact Information:

  • Website: www.regie.ai
  • Facebook: www.facebook.com/regieai
  • Twitter: x.com/regieai
  • LinkedIn: www.linkedin.com/company/regie-ai

16. Smartlead

Smartlead focuses on outbound email infrastructure and automation, with an emphasis on deliverability and scale. It allows users to manage multiple mailboxes, run campaigns, and track responses from a single system. The platform handles technical aspects like warm-up, sender rotation, and domain setup in the background.

AI agents are used to support tasks such as writing emails, classifying replies, and managing follow-ups. The system also includes tools for organizing conversations and syncing data with a built-in CRM view. The overall setup is designed to keep campaigns running continuously while reducing manual adjustments.

Key Highlights:

  • Multi-mailbox management with automated setup and warm-up
  • AI-assisted email writing and reply handling
  • Central inbox for managing campaign responses
  • Deliverability monitoring and optimization tools
  • Integrated CRM-style pipeline tracking

Who It’s Best For:

  • Teams running large-scale cold email campaigns
  • Agencies managing outreach for multiple clients
  • Sales teams focused on email as the main channel
  • Organizations needing control over deliverability

Contact Information:

  • Website: www.smartlead.ai
  • App Store: apps.apple.com/us/app/smartlead/id6504275681
  • Google Play: play.google.com/store/apps/details?id=com.smartlead
  • Email: support@smartlead.ai
  • Twitter: x.com/smartlead_ai
  • LinkedIn: www.linkedin.com/company/smartlead-ai
  • Instagram: www.instagram.com/smartleadai

17. DevRev

DevRev introduces its AI system as a general-purpose assistant that connects data across different tools and teams. Within sales, it supports tasks like preparing for meetings, summarizing pipelines, and updating records. The system is built around a shared data layer that combines structured and unstructured information.

AI agents operate on top of this data, taking actions such as updating tickets, routing requests, or following up with customers. The focus is less on a single sales function and more on providing context and automation across workflows. Sales teams use it as part of a broader system that includes support and operations.

Key Highlights:

  • Unified data layer combining multiple sources
  • AI agents that take action across workflows
  • Support for sales tasks like meeting prep and CRM updates
  • Integration with support and operations processes
  • Real-time insights based on connected data

Who It’s Best For:

  • Teams working across sales, support, and operations
  • Organizations needing a shared data system
  • Sales reps handling both selling and administrative work
  • Companies looking for cross-functional automation 

Contact Information:

  • Website: devrev.ai
  • Email: aditi.mishra@devrev.ai
  • Twitter: x.com/devrev
  • LinkedIn: www.linkedin.com/company/devrev
  • Instagram: www.instagram.com/devrev
  • Address: 39F Shibuya Scramble Square, 
2-24-12 Shibuya, Shibuya-ku, Tokyo 150-0002, Japan

18. Salesforce

Salesforce frames its platform around combining CRM, data, and AI agents into a single system. It brings together tools like Customer 360, Data 360, and Agentforce, where AI agents operate alongside users inside the same workflows. The goal is to keep customer data, communication, and actions connected.

Within sales, AI agents assist with tasks like lead management, follow-ups, and customer interactions. The system is designed to support both automated and human-driven processes, with Slack acting as a central interface for communication and coordination. Everything is tied back to a shared data model that keeps context consistent across teams.

Key Highlights:

  • Integrated CRM with built-in AI agents
  • Shared data layer connecting customer information
  • Slack-based interface for communication and actions
  • Automation of sales, service, and marketing workflows
  • Industry-specific setups for different use cases

Who It’s Best For:

  • Large teams managing complex customer data
  • Organizations already using CRM as a central system
  • Companies aligning sales with service and marketing
  • Enterprises looking for structured, scalable workflows

Contact Information:

  • Website: www.salesforce.com
  • Facebook: www.facebook.com/salesforce
  • Twitter: x.com/salesforce
  • LinkedIn: www.linkedin.com/company/salesforce
  • Instagram: www.instagram.com/salesforce
  • Address: 415 Mission Street, 3rd Floor, San Francisco, CA 94105
  • Phone: 1-800-664-9073

Conclusion

If you step back and look at all these tools together, the interesting part is not which one is “better” but how different their approaches are. Some lean into outbound and automation, others focus on conversations, data, or just making everyday tasks less messy. That’s kind of the current state of sales AI in general - it is not one thing yet. It is a mix of tools trying to take pieces of the workflow and make them a bit more manageable.

There is also a noticeable shift in how these platforms describe their role. It is less about replacing sales reps and more about sitting next to them, handling the repetitive parts, keeping things organized, and sometimes nudging what to do next. In practice, that usually means fewer gaps in follow-ups, cleaner data, and less time spent on things that do not really move deals forward.

So the list ends up being less about choosing a single “agent” and more about understanding where help is actually needed. Some teams need better outreach, others need visibility, others just want their inbox under control. That is probably the more useful way to look at it right now - not as a category, but as a set of tools that each solve a slightly different part of the same problem.

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