How SellersGPT works

You set the goal. SellersGPT runs the GTM.

Provide the essentials about your company, products, markets, and ideal buyers. SellersGPT turns them into a visible B2B GTM workflow and delivers qualified leads against criteria agreed with you.

Built for control

Less operation does not mean less control.

SellersGPT is engineered to minimize administrative friction. Four operational principles ensure your team stays in command without becoming operators.

  1. Speak business, not marketing software

    You describe your target facilities, manufacturing tolerances, and ideal project sizes in plain language. You never have to manage email sequences, DNS records, or scraping algorithms.

  2. Intelligence stays close to your industry

    SellersGPT is built around complex industrial specifications — from aerospace AS9100 requirements to custom forging weights — so outreach reads like it was written by an experienced sales engineer.

  3. Routine work moves within approved boundaries

    Outreach runs autonomously, but strictly within the business rules, blacklisted companies, and market parameters your management team sets.

  4. Important work stays visible

    Every account match, generated email draft, and buyer response is mapped clearly to a public Work Plan. No dark operations, no hidden actions.

Any skill set

Your team brings the expertise. SellersGPT carries the operational load.

You Bring the Business Truth

  • Company knowledge and manufacturing capabilities
  • Product applications and target industry verticals
  • Geographic boundaries and local market logic
  • Blacklists and existing customer exclusions
  • Case studies, reference material, and technical specifications

SellersGPT Runs the System

  • Structuring target industry content into narratives
  • Applying technical attributes to contact models
  • Proposing ideal customer profiles (ICP) for review
  • Deep background research on matched target accounts
  • Preparing highly personalized outbound email copy
  • Running compliant email infrastructure and monitoring deliverability
  • Organizing conversation evidence for inbound replies
  • Surfacing immediate task triggers directly to your inbox

You Keep the Decisions

  • Confirming target market segments and exclusions
  • Setting monthly volume limits and overall budgets
  • Approving first outbound campaign copy before send
  • Pausing or shifting campaign direction instantly
  • Overseeing sales pipelines and forecasting meetings
  • Making all critical strategic and commercial decisions

Three guided stages · one activation decision

Pipeline setup only proceeds through strict milestones.

We do not assume permission. Setup progresses through explicit stages, culminating in a manual lock-and-launch activation only when your team confirms readiness.

STAGE 01

Business Setup

Why you need it

  • Core products, ideal account specs, capabilities, and existing exclusions.
  • Translates industrial parameters and drafts segment interests.
  • Proposed Go-To-Market strategy map inside your dashboard view.

STAGE 02

Delivery Setup

Why you need it

  • CRM credentials, domain preferences, and business volume limits.
  • Cold infrastructure layers and routing mechanisms provisioned.
  • DNS safety validations, verification files, and delivery checkups.

STAGE 03

Activate AI Team

Why you need it

  • Final control point on generated messaging playbook and ICP segments.
  • Begins precision prospecting and stages approved outreach to recipient accounts.
  • Live action tasks, structured pipeline signals, and next handoffs to your team.

Formal work and real Work Plan items appear only after successful Stage 3 activation.

After activation

The work moves. Your team stays in control.

Once activated, the platform runs a sequence of operational cycles. Here is exactly what runs in the background and what your team monitors.

  1. Shape the Market

    Your team
    Provide exclusions, set focus rules, blacklist rivals.
    SellersGPT work
    Scale-wide databases, shipping logic, and local manufacturing indicators to match parameters.
    Visible output
    Validated segment dashboard with active industry target accounts.
  2. Prepare and Run Cold Email

    Your team
    Review messaging angles and lock custom templates.
    SellersGPT work
    Generates contextual drafts referencing localized projects or industry logic — including deliverability setup.
    Visible output
    Outbound logs showing delivery status, open-rate safety metrics, and replies.
  3. Build the Buyer Universe

    Your team
    Adjust contact pools and accuracy inside the tool.
    SellersGPT work
    Identifies procurement leads, plant managers, and VP-engineering contacts at target facilities.
    Visible output
    Clean target list with verified direct emails and organizational relevance.
  4. Read the Market

    Your team
    Step in immediately for direct customer negotiation.
    SellersGPT work
    Identifies trending replies, separates out-of-office and invalid messages, flags positive intent signals.
    Visible output
    Categorized inbox with clear response triggers and evidence files.
  5. Capture Buyer Conversation

    Your team
    Confirm handoff criteria and review tone of voice.
    SellersGPT work
    Packages buyer-side conversations with full transcripts, capability matches, and follow-up instructions.
    Visible output
    Handoff files aligned to the qualification criteria ledger.
  6. Verify Qualification Evidence

    Your team
    Spot-check a sample of the evidence packages each cycle.
    SellersGPT work
    Cross-references each handoff against the ledger rules — account fit, contact relevance, engagement context.
    Visible output
    Billable entry list with evidence attached to every row.
  7. Run Dispute Resolution

    Your team
    Raise disputed entries through the documented exception path.
    SellersGPT work
    Re-reviews the evidence against the agreed criteria and revises the ledger accordingly.
    Visible output
    Resolved dispute log with updated billing status.
  8. Tune Matching for Outcomes

    Your team
    Mark handoffs as successful or unqualified.
    SellersGPT work
    Adjusts company matching and personalization filters to align with real closed-won outcomes.
    Visible output
    Continuous feedback loop tuned to your campaign performance.

Transparency by design

See what the system is doing — without managing the machinery.

The primary interface is a shared Work Plan. No mystery algorithms, no opaque email sends. Every activity, queue placement, and outcome is visible.

Today's AI Work Plan

Friday W2 — August 15, 2026

  1. Validate Texas Custom Forging Contacts

    Target accounts with custom weight specs (>15,000 lbs) for defense aerospace contracts. ANY: decision authority on procurement, known history.

    In progress

  2. Draft Email Outreach for Ohio Machining Group

    Client proposal highlighting AS9100 tolerances and precision alloy weld work. Matching senior lead in Texas.

    Out for review

  3. Segment Map Validation — Midwest Casting

    Identified foundry suppliers fitting target capacity, reach, and geographic scope. Human review in 24 hours.

    Completed

Alert Center

  1. Approve Ohio Segment Copy

    Action needed: Texas campaign weekly limit reached.

    Action needed

  2. Resolve Exclusion Boundary

    Decide delivery path for certain CRM attribute list.

    Awaiting decision

  3. Confirm Deliverability Lock

    Awaiting final Tier-2 deliverability verification.

    Pending verification

Open Task Center →

The handoff

A qualified lead should arrive with evidence — not just a name.

We do not count single email opens or generic website clicks as qualified leads. SellersGPT only hands off prospects who have actively engaged in conversation and demonstrated real intent.

Every handoff profile includes a complete transcript, company parameters matching your exact capabilities, and explicit follow-up instructions.

  • Explicit capability matching verified
  • Direct contact intent confirmed
  • Verified direct-dial and email data included

Common questions

What your team should know before starting.

Do we need a dedicated GTM team to operate this?
No. SellersGPT is designed for organizations without internal marketing departments. Your standard sales reps or engineers only need to review proposed segments and handle warm replies when notified.
How much daily operation is required?
Review items appear only when there is something for your team to confirm — usually segment approvals at Stage 1, messaging approvals at Stage 3, and handoff reviews during the billing cycle. Daily operation is intentionally minimal.
Does outbound work start immediately at Stage 2?
No. Stage 2 prepares the infrastructure; outreach work only begins after Stage 3 activation is confirmed by your team. No formal activities run before that point.
What exactly makes a lead qualified?
A qualified lead is one that meets the firmographic, contact, and engagement criteria documented and approved for your campaign — verified against the qualification ledger. The single-source definition is rendered on this page.
Does SellersGPT replace our existing sales reps?
No. SellersGPT handles the AI-driven research, prospecting, and outreach work, and routes warm replies back to your sales team for direct conversation. Your team keeps all commercial decisions.
Which outreach channels are included?
The scope of channels for a given campaign — typically email plus optional supporting touches — is set during Stage 2 and locked in your campaign pricing record.

Build a new revenue pipeline with less operational overhead.