AI for GTM Founder / Solo GTM

AI workflows for founders and solo GTM operators

Research prospects, prepare for sales conversations, and reuse your best material. A practical path through the work you own when the team is small.

A solo operator moves between prospecting, selling, content, and reporting in the same afternoon. The cost is often the restart: finding the notes, remembering the last decision, and rebuilding the brief before useful work begins. Pick one repeated handoff and make it dependable.

This page collects plays across the funnel because you own work across the funnel. Begin with a task you understand well enough to review, using the tools you already have. The goal is one useful result you can produce again next week, with enough context saved that you do not have to reconstruct the process.

Start here

One prospect, one conversation, one clear next step

A practical starting sequence
  1. Understand the account

    Use the company URL and your target-customer definition. Verify the brief and choose a reason to contact the person.

    Open the account-brief prompt →
  2. Draft a specific message

    Connect the account evidence to the problem you solve. Review the claim and the ask before sending it yourself.

    Open the cold-email prompt →
  3. Follow through on the conversation

    Turn checked meeting notes into agreed actions and open questions. Keep the next step explicit for both you and the prospect.

    Open the follow-up prompt →
Complete and review one step before using its output in the next.
The small-team workflow

Start with the job that keeps slipping

List the tasks you postpone even though the inputs are available: account research, follow-ups, repurposing a useful explanation, or checking a campaign file. Choose one whose finished output you can describe. A specific definition of done is more useful than a plan to automate sales.

Borrow the workflow for the seat you are covering. Use the SDR material for research and outreach, the AE material for discovery and follow-up, and the marketing material for content. Keep the inputs and review criteria with the chosen play so you can return to it after a week spent elsewhere.

Use the tool setup that fits the actual job. A prompt may be enough for a draft. A repeatable file operation or connected workflow needs its own instructions, dependencies, and checks. The Claude, ChatGPT, and Codex guides explain those tools separately; each playbook names what its implementation requires.

Maintainable work

Make the workflow easy to pause and resume

Save the source brief, the instruction, and one reviewed example together. Write down what must be checked every time, especially facts, customer commitments, and destinations for an output. Future you should be able to tell what the workflow does without rereading a long conversation.

Keep publication, sending, and changes to live systems visible. A small team has fewer people to notice an incorrect campaign or a broken data job. Start with drafts and proposed actions, and follow the approval steps in the selected playbook when you connect more tools.

Review the maintenance cost as well as the time saved. A workflow that needs constant repair may be a poor trade for a task you do twice a month. Expand the dependable pieces and remove the ones you no longer use.

Playbooks

Use cases for Founder / Solo GTM

Complete workflows with their implementation tools listed below. Follow each playbook's setup and review steps.

Discover Account Research

Account Research: Turn Any Company URL Into a First-Call Brief

Run the account research for a first call from a single company URL: a structured, cited, talking-point-ready brief before every first call, in minutes instead of an hour.

Tools: Claude web search, Claude, HubSpot / Sheets
Read →
Engage & Convert Cold Outbound

Cold Email Personalization at Scale, From Real Research

Cold email personalization at volume: research each prospect automatically and generate one genuinely personalized email per person, then send at scale without sounding like a mail merge.

Tools: Clay, Apollo.io, Claude, Smartlead
Read →
Engage & Convert Content

Generate LinkedIn Ad Angles, Hooks, and Creative Concepts

Turn your positioning and real customer language into a slate of genuinely distinct LinkedIn ad angles, hooks, and creative concepts ready to test.

Tools: Claude, Claude web search, Google Sheets
Read →
Engage & Convert Cold Outbound

Video Prospecting at Scale Without Capping at 20 a Day

Scale video prospecting past the 20-a-day ceiling: record one base video and have AI personalize the opening and on-screen details per prospect, so each recipient gets a video that feels made for them.

Tools: Sendspark, HeyGen, Clay, Smartlead
Read →
Close & Expand Deal Execution

Turn Discovery Into a Business Case and Mutual Action Plan Template

Turn raw discovery notes into a tailored business case and a mutual action plan template your champion can use to sell internally without you in the room.

Tools: Claude, Gong, Fathom, Google Drive
Read →
Close & Expand Deal Execution

Security Questionnaire Template and AI First-Draft Answers

Start from a security questionnaire template, then use AI over your own approved documents to first-draft the answers, turning a multi-day deal-blocking slog into a few hours of focused human review.

Tools: Claude, Google Drive, Google Sheets
Read →
Cross-Stage Competitive Intel

Weekly Competitor Intel Digest, Run by a Claude Routine

You know the competitive-intel chore: someone is supposed to track what competitors shipped this week, and that someone is slammed. This hands the whole job to a Claude Routine that researches with web search, keeps only the moves that change a deal, and drops a cited digest in Slack every week. Nobody owns the chore, and there is no glue to keep alive.

Tools: Claude web search, Claude Routines, Slack (via MCP)
Read →
Cross-Stage Content

Turn One Webinar Into 15+ Content Assets

Turn a single webinar transcript into 15+ ready-to-edit assets: a blog post, social posts, emails, clip scripts, and a FAQ, from one reviewed outline.

Tools: Fathom, Claude, Google Drive
Read →
Engage & Convert Paid Media

Automate Google Ads Management with AI

Most Google Ads accounts run on a human exporting a report, then clicking. Wire yours to a Claude agent instead: it reads the account through the Google Ads API, writes its own weekly diagnosis, mines the search-terms report for wasted spend, and executes only the changes you approve by ticking a checkbox, negatives, bids, budgets, and pauses, the same week, not next month.

Tools: Google Ads API (GAQL), Google Analytics 4, Claude Code, Claude Code Routines, Google Ads (mutate API)
Read →
Engage & Convert Paid Media

Automate LinkedIn Ads Management with AI

Most LinkedIn ad accounts run on a human reading a dashboard, then clicking. Wire yours to a Claude agent on a weekly routine instead: every Monday it ranks the changes worth making, and executes the ones you approve, bids, budgets, pauses, launches, and audience edits, the same day you approve them, not days later.

Tools: LinkedIn Marketing API, Claude Code, Claude Code Routines, LinkedIn Campaign Manager
Read →
Cross-Stage RevOps

Run Your GTM Automations as Claude Agents with MCP

Most GTM automations are a pile of Zapier zaps and n8n flows nobody maintains. Move the logic onto one Claude agent with MCP connectors to your stack: it reads the context, reasons, decides, and writes, all in a brief you can actually read.

Tools: Trigger (webhook or schedule), Claude Code + MCP, HubSpot / Slack / Drive
Read →
Cross-Stage RevOps

Put Recurring GTM Work on Autopilot with Claude Routines

Every GTM team has a list of recurring chores that quietly slip: the Monday pipeline-risk read, the competitor check, the CRM-hygiene sweep. A Claude Routine runs each one on a schedule as a cloud agent, so the work shows up whether or not anyone remembered it.

Tools: Claude web search / MCP, Claude Routines, Slack / your CRM
Read →
Cross-Stage Enablement

Turn Your Best GTM Plays into Claude Skills the Whole Team Runs

Your best account brief, battlecard, and follow-up live in one person's head and one clever prompt nobody else can reproduce. Package them as Claude Skills: the play, the format, and the guardrails, versioned and shared, so every rep runs it at the same quality.

Tools: Your best prompts + docs, Claude Skills, Every rep's Claude
Read →
Close & Expand Sales Leadership

Pipeline Review on Autopilot: A Monday Digest from a Claude Routine

The Monday pipeline review is the most expensive meeting in sales, and most of it is spent establishing facts that were sitting in the CRM the whole time. This play hands the facts to a Claude Routine: every Monday at 7am it reads the pipeline over MCP, works out what moved, what went stale, what has no next step, and where coverage sits against quota, and posts a written digest to Slack. The meeting starts at the decisions.

Tools: HubSpot or Salesforce (via MCP), Claude Routines, Claude Code (optional), Slack (via MCP)
Read →
Cross-Stage RevOps

CRM Data Cleanup on a Schedule: A Claude Agent That Proposes, You Approve

CRM data cleanup is the job every RevOps team owns and nobody schedules, so it happens as a panicked spreadsheet purge the week before the board deck. This play makes it a weekly run: a Claude agent reads the CRM over MCP, finds duplicates, non-standard values, empty fields, orphan records, and dead deals, proposes every fix as a line in a change list with the evidence beside it, and writes only the lines you tick. The database gets cleaner every week, and nothing merges without a human looking at it.

Tools: HubSpot or Salesforce (via MCP), Claude Code, FullEnrich or Clay, Slack (via MCP)
Read →
Close & Expand Deal Execution

AI RFP Response with Provenance: A Claude Answer Library That Cites Its Sources

An RFP lands with 180 questions and a deadline in nine days, and the first thing an AE does is open the last RFP and start copying. Half those answers were written for a different buyer, a few are a year stale, and nobody remembers which. This play puts Claude over your approved sources instead: it drafts every answer from the security docs, the product docs, and the answer library, tags each with the source it came from and when that source was last verified, flags anything it could not source as 'needs a human', and exports in the buyer's numbering. The AE spends the nine days on the twenty answers that need a person.

Tools: Notion or Google Drive (via MCP), The buyer's RFP file, Claude Projects, Claude Code, The answer library
Read →
Close & Expand Sales Leadership

Sales Forecasting with AI: A Weekly Claude Agent That Builds the Bottoms-Up Forecast Brief

The Monday forecast call spends its first forty minutes reconciling: the CRM says one number, the rep's spreadsheet says another, the manager's gut says a third. This play hands the reconciliation to a Claude agent. Every Monday at 6am it reads every open deal in the quarter, checks each committed deal against a written evidence checklist (a dated next step, a named champion, a paper process that has started, activity in the last ten days), flags deals whose stage disagrees with their evidence, rolls it up by rep against quota and against last week, and writes the forecast call brief. The call starts at the deals worth arguing about. The number stays the human's.

Tools: HubSpot or Salesforce (via MCP), Gong (via MCP), Quota + snapshot files, Claude Code, Slack (via MCP)
Read →
Engage Outbound

How I’d take a cold email draft through QA to a Smartlead import

A finished email draft still needs evidence review, suppression checks and a reliable handoff. I built a small offline workflow for that last mile, with a fictional batch you can reproduce before using your own prospects.

Tools: Python, Smartlead
Read →

All use cases →

Skills

Skills for Founder / Solo GTM

Reusable procedures for the tool or runtime named on each card. Check the setup before adding one to your workflow.

Claude Skill Engage & Convert

LinkedIn Ads Optimization Skill for Claude

Reads a LinkedIn ad account by layer and format, flags what moved week over week, and returns a ranked, evidence-backed list of changes to approve. It classifies before it counts and proposes, never executes.

View →
Claude Skill Engage & Convert

Google Ads Optimization Skill for Claude

Reads a Google Ads account through the API, writes a dated diagnosis, mines the search-terms report for negatives, and returns a ranked, evidence-backed list of typed changes to approve. It categorizes before it counts and proposes, never executes.

View →
Claude Skill Discover

ICP Framework Builder: Turn Your Wins and Losses Into a Scoring Rubric

Feeds Claude what you sell plus a dozen recent won and lost deals and gets back an ICP framework a new hire could apply without judgment: measurable disqualifiers, weighted attributes that sum to 100, tier cut-offs, and a back-test against the deals you gave it.

View →
Claude Skill Cross-Stage

Competitor Monitoring Skill: Diff a Competitor's Public Surface Every Week

Turns competitor monitoring into a weekly diff: the skill reads one competitor's public pages, compares them with the snapshot it saved last run, and returns each change classified, rated for deal impact, and translated into what it means for your reps. Run it by hand, in a Project, or as the brain of a scheduled Routine.

View →
Claude Skill Engage

Cold email campaign QA: the skill I’d run before importing leads

I want to know exactly why a prospect and a message are ready before either reaches a sender. This skill produces a review queue, ties decisions to the final copy, and exports approved records to a Smartlead import CSV.

View →

All skills →

Prompts

Prompts for Founder / Solo GTM

Individual tasks with required inputs and example outputs. Each prompt lists the assistants it supports.

Discover Account Research

Turn a Company URL Into a First-Call Brief

Turn a company URL into a sourced, opinionated first-call brief that maps your offer to your buyer's real pressures and earns the next meeting.

Works with: Claude, ChatGPT, Gemini, Perplexity
Copy →
Discover Account Research

Define Your ICP and Buyer Personas

Distill real win/loss evidence into an ICP, a buying-committee map, and a scoring model your whole team can act on, built on disqualifiers, not aspiration.

Works with: Claude, ChatGPT, Gemini
Copy →
Engage & Convert Cold Outbound

Write a Cold Email That Earns a Reply

Produce a tight, relevance-first cold email with one clear ask, built around the prospect's trigger not your pitch, sub-90 words, no fluff, no fabrication.

Works with: Claude, ChatGPT, Gemini
Copy →
Engage & Convert Content

LinkedIn Post Generator: Turn a Point of View Into a Post

A LinkedIn post generator that turns a raw opinion or experience into a post with a real hook, one sharp idea, and a concrete moment, in your voice, with the cringe stripped out.

Works with: Claude, ChatGPT, Gemini
Copy →
Close & Expand Deal Execution

Sales Discovery Questions, Tailored to the Deal

Build deal-specific, open-ended sales discovery questions mapped to pain, quantified impact, process, and competition, with the must-answer for each.

Works with: Claude, ChatGPT, Gemini
Copy →
Close & Expand Deal Execution

Objection Handling Script for Tough Objections

Turn a specific objection into an objection handling script: the clarifying question to ask first, the likely root causes, and three honest, non-defensive responses that advance the deal.

Works with: Claude, ChatGPT, Gemini
Copy →
Close & Expand Deal Execution

Turn Call Notes Into a Follow-Up and Action Plan

Convert raw call notes into a tight recap email, a mutual action plan with owners and dates, and the risk flags that predict whether the deal will drift.

Works with: Claude, ChatGPT, Gemini
Copy →
Cross-Stage Enablement

Battlecard: Build a Rep-Ready One vs Any Competitor

A prompt that builds a rep-ready, no-spin battlecard against a named competitor: where you win, where you honestly lose, the traps to set, and the landmines to avoid.

Works with: Claude, ChatGPT, Gemini, Perplexity
Copy →
Cross-Stage Content

AI Content Repurposing: One Transcript Into a Content Engine

AI content repurposing that turns one transcript into a blog post, social posts, an email, pull-quotes, and clip ideas, keeping the original point of view and grounded in the source.

Works with: Claude, ChatGPT, Gemini
Copy →
Cross-Stage Inbound

Reply Fast to an Inbound Lead

Draft a fast, intent-matched reply to an inbound lead that keeps momentum, qualifies with one smart question, and makes the next step one click.

Works with: Claude, ChatGPT, Gemini
Copy →

All prompts →

Learn the tools

Guides for your chosen assistant

Follow the guide for the tool you use. A shared workflow directory does not change the setup requirements of an individual playbook.

Claude

Open the Claude hub →

ChatGPT & Codex

Open the ChatGPT & Codex hub →

FAQ

Frequently asked questions

Where should a solo founder start?

Choose one task that repeatedly delays useful work and has an output you can judge. Account research and follow-ups are concrete starting points. Finish one small workflow before adding another.

Do I need several AI subscriptions?

Start with a tool you already use and a prompt that lists it as supported. Check the prerequisites of a full playbook before choosing it. Add another tool only when a specific workflow makes the need clear.

How much of GTM can I hand over?

Use the workflows for research, drafts, preparation, and repeatable operations. Keep ownership of customer relationships, positioning, commitments, and decisions about what should happen next. Review the work at the points where it reaches other people or changes a live system.

How do I avoid a pile of half-finished automations?

Keep one source of instructions, a reviewed example, and a short checklist for each workflow. Name its inputs and outputs, make failures visible, and remove workflows whose maintenance costs more than the work they save.

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