Category

AI Sales Prospecting Agents

Expert-built sales prospecting agents for every step of outbound: defining your ICP, building and cleaning lists, researching prospects, writing and grading cold emails, and running a daily prospecting queue.

Browse agents

  • Sample result
    Score a cold email draft
    RuleStatusLine Callout
    1. Body LengthFAIL (132 words)"We provide end-to-end franchise payroll software..."
    2. Consequence-LedFAIL"We are a leading provider of automated payroll..."
    3. Pub TestFAIL"Optimizing cross-entity reconciliation workflows..."
    4. Single PainFAILCovers onboarding, overtime rules, W-2s, and tip distribution.
    5. Interest CTAFAIL"Are you free for a 30-minute demo next Tuesday?"
    6. Zero FillerFAIL"I hope this email finds you well! My name is..."

    Paste any cold email and get it scored against 8 rules: length, consequence-led, pub test, one pain per email, CTA quality, first line, filler, and subject line. Each fail gets a line-level callout with specific suggestions to fix it. A quick diagnostic before you rewrite.

  • Sample result
    Draft cold email from buying signal
    matter intake bottlenecks
    To:Milo Lindqvist

    Milo, Scaling intake across active litigation matters usually leaves senior partners drowning in manual conflict checks before new paralegals finish onboarding. Capacity gets tighter before it expands—and active client filings cannot stall. We helped a 40-attorney litigation firm cut intake processing from 5 days to 4 hours so cases moved straight to billable work. Worth taking a look at how they structured it?

    Spotted a buying signal? Drop in the prospect and the trigger. The skill researches them, builds a consequence chain from the signal, picks the right framework, and writes a sub-75-word email. The signal drives the email without ever appearing in the copy. Ready to send.

  • Sample result
    Build a prospect research brief
    Research FocusVerified Signal / FactSource & Confidence
    Role ScopeVP of Clinical Operations managing 14 outpatient medical centersLinkedIn Profile (High)
    Recent SignalsPosted about opening 3 new urgent care sites in Q3LinkedIn Post (9 days ago)
    Prior ContextFormer Regional Operations Director at Novant HealthSalesforce Contact Record
    Approach StrategyFocus on clinic manager onboarding & patient check-in velocityWebinar Panel (Jun 14)

    Use when the user wants one specific person researched before outreach or a call: "research this prospect", "give me a brief on this VP Sales", "who is this person and how should I approach them", "pull context on this stakeholder". Returns a verified-identity brief with hooks and an approach recommendation. Not for choosing among stakeholders at an account (Champion & Entry-Point Finder) and not company-only research.

  • Sample result
    Build today's prospecting queue
    Account & ContactSignal ReasonScore
    Rivet Union — Marisol Silva (VP Dev)Downloaded Solar+Storage Financing Guide; pilot budget inquiry92 / 100
    Apex Clean Power — Devon Vance (Dir. Finance)Inbound pricing request for 20MW tax equity structure88 / 100
    Solaria Capital — Anika Patel (Head of Capital)Re-engaged on ESG debt financing announcement after 45 days74 / 100
    GridVolt Energy — Marcus Thorne (Partner)ICP target match; quiet activity, sourced from playbook fallback61 / 100

    Use to run the user's daily prospecting: "run my daily prospecting", "build today's queue", "who should I work today", "add these to today's queue". Scans the CRM and inbox for commercial signals (plus any targets the user hands it), applies suppression, scores and buckets every candidate, and returns a ranked action queue with drafts and approval-gated CRM writeback. This skill owns the daily prospecting verb and today's queue additions; Sales Navigator list work is Sales Nav Daily Operator, and ranking territories is Territory & Account Prioritizer.

  • Sample result
    Draft 5 look-alike outbound emails
    Brixton's new Houston hazmat hub & compliance tracking
    To:Camille Marchetti

    Hi Camille, I saw Brixton Holdings recently broke ground on your 120,000 sq ft specialty chemical facility in Houston to expand Gulf Coast solvent distribution. Operating multi-tier hazardous storage under updated EPA Tier II reporting rules usually introduces significant inventory tracking friction. ChemFlow helps specialty chemical distributors automate real-time SDS tracking, lot traceability, and carrier compliance across expanding warehouse hubs. On average, our clients…

    Find five look-alike companies based on the active company's ICP, identify one evidence-backed trigger per account, choose the best contact, and draft personalized outbound emails. Use when the user asks for look-alike account sourcing, ICP-based prospecting, signal-led outreach, or a five-account personalized email batch.

  • Sample result
    LinkedIn conversation starter brief
    Post Topic / HookReactions & CommentsEngagement Rate
    Variable rate nitrogen application in drought-heavy soil142 reactions, 28 comments3.21%
    Autonomous tractor telemetry vs manual field logs98 reactions, 19 comments2.21%
    Grain storage moisture monitoring during unseasonable heat84 reactions, 15 comments1.87%
    Co-op rebate structures for carbon credit compliance71 reactions, 12 comments1.57%

    Paste in a LinkedIn profile URL and my agent builds a one-page brief on that person before you reach out. It pulls their last 20 posts, ranks them by engagement, and summarizes the themes they post about most. For the top 10 posts, it generates conversation starters tied directly to what they wrote. So instead of a generic opener, you have a specific reason to reach out that shows you actually know them. That's the whole point. People respond when you show you've paid attention. My agent gives you the receipts in about a minute.

  • Sample result
    Draft two pain-led cold emails
    data pipeline breakage
    To:Imani Vasquez

    Imani, when your analytics team pushes daily data pipeline updates, how confident are you that silent schema changes aren't breaking downstream executive dashboards before anyone notices? At Nimbus Group's scale, manual schema checks usually leave gaps that surface only after financial reporting is impacted. One B2B analytics team your size eliminated 94% of pipeline breakage by automating data quality checks before tables load. Open to seeing how they set it up?

    No signal? No problem. Drop in a prospect and the skill researches them, matches to your ICP, identifies the most likely pain for their role, and writes two versions using different frameworks. A/B test ready. Built for full-TAM campaigns where you can't personalise by trigger.

  • Sample result
    Draft 3-email cold sequence
    demand charges
    To:Hassan Cardenas

    Hassan, opening two new regional fulfillment centers usually causes peak utility demand charges to spike on your operational P&L. When peak tariff brackets trigger, energy expenses jump by 30% without warning during high-volume shipping months. A) I send over a 1-page breakdown of how regional logistics centers cap daytime power costs, or B) 10-minute call to review solar offset options — either work? Best, Marcus Vance Senior Solar Advisor, Helios Commercial Solar

    Drop in a prospect and get three standalone emails, each targeting a different pain point with a different framework and staged CTAs: A/B option, outcome-tied, then friendly doc offer. Every email under 75 words, consequence-led. Push the sequence straight into your sending tool.

  • Sample result
    Draft reframed follow-up email
    dock-to-stock bottlenecks
    To:Elodie Cardenas

    Elodie, the reason I reached out is because Apex Distribution reduced dock-to-stock unload times by 42% within three weeks of deploying our autonomous pallet rovers. They cleared peak volume bottlenecks across three regional fulfillment centers without adding seasonal labor shifts. Worth taking a quick look at how their dock layout compares to Nimbus Technologies? Best, Marcus Vance Account Executive | Waypoint Automation marcus.vance@waypointauto.io

    Your first email didn't get a reply. Paste it in with the engagement data and get a follow-up that changes the angle entirely — not a bump. New context, new proof, or a reframe based on whether they opened, clicked, or ignored. Plus a one-line bump and breakup suggestion.

  • Sample result
    Build a multichannel outbound sequence
    1. 1Day 1: LinkedIn Profile View & Soft Connection
    2. 2Day 1: Call Attempt 1 & Recognition Voicemail
    3. 3Day 2: Email 1 — Peak-Hour Latency Positioning Angle
    4. 4Day 4: Call Attempt 2 & Incumbent Objection Handling
    5. 5Day 6: LinkedIn Touch — Hospitality Operations Insight
    6. 6Day 8: Email 2 — Proof Point & Kitchen Integration
    7. 7Day 10: Call Attempt 3 & Value Voicemail
    8. 8Day 20: Email 4 — Permission Close & Nurture Transition

    Build a complete cold outbound sequence with one positioning angle, a day-by-day cadence, cold-call objection paths, phone-screen email copy, LinkedIn touches, voicemail, and silence handling. Use for cold outreach, outbound cadences, follow-up sequences, new campaigns, SDR onboarding, or sequence rewrites; not for a single isolated message when a full cadence is needed.

  • Sample result
    Campaign status report
    Funnel StageActual Count / RateBenchmark
    Dials → Connects850 dials / 54 connects (6.3%)4.0 – 8.0%
    Connects → Conversations54 connects / 14 conversations (25.9%)25.0 – 40.0%
    Conversations → Meetings14 conversations / 1 meeting (7.1%)10.0 – 20.0%
    Meetings → Opportunities1 meeting / 0 opps (0.0%)30.0 – 50.0%

    Diagnose outbound campaign performance and build a complete multichannel cold outbound sequence from the same campaign context. Use this whenever someone shares dials, connects, replies, meetings, pipeline numbers, or asks why outbound is not producing; asks for a weekly or monthly campaign report; wants to decide whether to extend, change, or stop a campaign; asks for cold emails, a call script, LinkedIn touches, a follow-up cadence, objection handling, or what a rep should say; or is launching, critiquing, or rewriting an outbound campaign. Select the diagnostic mode for funnel-health and reporting work, the sequence mode for messaging and cadence work, and apply both when the request contains both. Not for broad brand marketing or general sales coaching without outbound campaign data or a concrete sequence request.

  • Sample result
    Build conference speaker outreach plan
    Speaker & CompanySession & DayICP & CRM Status
    Priyanka Marchetti VP Ops, Dryft WorksDay 1: AI-Driven PLC Quality InspectionQualified ICP · Open Deal (Stage 2 Evaluation)
    Harlan Cobb Head of SCADA, Apex LogisticsDay 1: Edge Analytics in Warehouse RoboticsQualified ICP · Net-New Account
    Sven Lindqvist Chief Architect, Nordic PrecisionDay 2: Reducing Telemetry Downtime in AutomotiveQualified ICP · Active Customer
    Tanya Miller Marketing Director, SensorTech SystemsDay 2: B2B Branding for Hardware OEMsDisqualified · Hardware Vendor Competitor

    Turn a conference's public speaker list into a routed, event-timed outreach plan instead of a raw lead dump. Scrape every speaker off the event platform, map their sessions so the session title becomes the personalization hook and the speaking day sets priority, apply a two-gate ICP filter, cross-check survivors read-only against CRM and outreach tools, and hand back a decision per person: cold-approach, re-engage, hand to the account owner, or leave alone. Enrich only the approved few. Trigger when the user wants to work a conference or event speaker list, turn speakers or attendees into prospects, ICP-filter a speaker list, plan a conference meeting shortlist, or build outreach around an event. For the deep ICP itself use the ICP Builder skill.

What are AI sales prospecting agents?

Most sales prospecting tools hand you a database and a set of filters. The judgment that makes outbound work, who to target, why now and what to say, still sits with the rep. The agents in this category package that judgment from working practitioners. Each one runs a specific prospecting job on your own data and returns something you can use the same day, such as a researched brief, a prioritized queue or a sequence ready to load.

This is the largest category in the catalog and it covers the whole outbound workflow. Some agents build the foundation: an evidence-backed ICP, a total addressable market, exclusion lists and verified contact data. Others work the daily motion: prospect research before a call, LinkedIn Sales Navigator lists, territory prioritization and finding the right champion at an account. The rest focus on messaging, from signal-based and pain-led emails to multi-step sequences, follow-ups, cold call openers and a pre-send quality check.

Problems AI prospecting agents solve

  • Reps spend hours researching prospects before they write a single email.
  • Lists are built from broad filters, so most contacts never had a reason to reply.
  • Cold emails go out without anyone checking them against what actually earns replies.
  • Campaigns launch with bad data, missing suppressions or unverified emails.
  • Nobody is sure which accounts in the territory to work first.

Who uses AI prospecting agents

  • SDRs and BDRs: Run a daily prospecting queue with the research and drafts already done.
  • Account executives: Prioritize their territory and research key contacts before reaching out.
  • Founders: Build an ICP, a list and a first sequence without a full outbound team.
  • Outbound agencies and GTM engineers: Standardize list building, enrichment, copy and pre-send checks across campaigns.

What goes in and what comes out

What you connect

  • Your ideal customer profile, or the customer evidence to build one
  • Your CRM, so existing customers and open deals are handled correctly
  • Optional: LinkedIn and Sales Navigator, your sales engagement tool, or data sources such as Apollo, Hunter, Clay or Apify

What you get back

  • ICP reports, TAM builds and prioritized account lists
  • Verified, deduplicated contact lists
  • Prospect research briefs and conversation starters
  • Cold emails, sequences and follow-ups, graded or checked before sending
  • A daily prospecting queue of who to work and why

Works with

  • CRM
  • Email
  • LinkedIn
  • Sales engagement tools
  • Meeting notes
  • Apify
  • Clay
  • Instantly
  • Slack
  • Messaging
  • Google Sheets
  • Apollo
  • Hunter
  • Calendar

Related reading

Related agent categories

Frequently asked questions

Defining your ICP, building and verifying lists, researching prospects, writing and grading cold emails, building sequences and working LinkedIn Sales Navigator. Each agent packages one job and produces a concrete output.

Practitioners who run outbound for a living, such as SDR leaders, outbound agency founders and GTM engineers. Each agent packages the playbook they use with their own teams and clients, and every card shows who built it.

A prospecting database gives you raw records to work through. An agent applies a defined playbook to your own data and connected tools, does the research pass for you and hands back the finished result. You review and act instead of assembling it by hand.

Many do, so they can handle existing customers and open deals correctly and tailor the research. Each agent lists the tools it needs before you run it, and you can preview a sample result first.