AI Field Guide: Sales · Copilot, Claude, Gemini & ChatGPT
Rev. 2026.9

persona guide 01 · sales

More time selling. Fewer misses.

A short, practical guide for account executives and sales reps. Learn the few habits that make AI useful, walk through a real account plan, then use the plays for the tool your company gives you.

the goal

Give hours back to real selling

the habit

One workspace per account

the rule

You verify before a customer sees it

how to read

Foundations, the example, then your tool

Module 00 / 13

Start here

Objective: learn the three moves behind every good result, and how to use this guide.

Three moves: direct the work, supply the context, verify the result 1 · Direct Say what you want and in what form 2 · Supply Give it the deal context it cannot know 3 · Verify Check numbers, claims, and promises before sending These three moves work the same in every tool.
fig. 00 · the three moves

Treat an AI assistant like a sharp new teammate on day one. It is fast and well read, and it has never met your customers. It fills gaps with confident guesses unless you give it the facts.

How to use this guide

  1. Read the Foundations, modules 00 to 03. They apply to every tool.
  2. Walk through the account plan example in module 04.
  3. Open the chapter for the tool your company approved. The tool picker at the top remembers your choice.
  4. Practice with the fictional account below before using real customer data.
  5. Keep the Play library and Guardrails open as reference, or print the prompt card.

Practice account

Northbeam Logistics (fictional): email, notes, pipeline

All names, numbers, and dates are invented for practice.

practice · email thread
From: Dana Ruiz, IT Director, Northbeam Logistics
Thanks for the call. Three things before we go further. Our CFO wants a comparison with simply renewing our current vendor. We have 14 sites, and two run on outdated equipment. My team is small, so anything that adds work is a hard sell. Can you send something by Friday?

From: You
Thanks, Dana. I will send a comparison Friday and bring in our solutions engineer on the site question.

From: Dana Ruiz
One more item. Our board is asking about ransomware risk. Can the proposal cover that?
practice · call notes
Attendees: Dana Ruiz (IT Director), Marcus Lee (CFO, joined late), me, our solutions engineer
Current state: contract with current vendor renews next quarter. Security team of three. Too many alerts.
Pain: remote sites hard to manage. Board worried about ransomware.
Budget: not confirmed. CFO wants a cost comparison.
Decision: CFO signs. Board briefing in March.
INTERNAL, do not share: Dana sounded frustrated with the current vendor's support.
Next steps: comparison to Dana by Friday. Site design call next week.
practice · pipeline (paste into a spreadsheet)
Account	Stage	Amount	Close date	Last activity
Northbeam Logistics	Discovery	180000	2026-12-15	2026-09-10
Oakmere Schools	Proposal	95000	2026-09-30	2026-07-22
Kestrel Bio	Negotiation	240000	2026-08-29	2026-08-14
Cardinal Mills	Qualification	60000	2027-02-01	2026-09-02
Harrow Bank	Proposal	310000	2026-10-31	2026-06-30
Tidewater Ports	Negotiation	420000	2026-09-25	2026-09-08
Juniper Retail	Qualification	45000	2026-08-15	2026-05-19

Module 01 / 13

Where AI helps in the sales cycle

Objective: see where AI saves real time, and where the judgment stays with you.

Sales cycle: research, prep, meet, follow up, propose, forecast AI drafts and organizes at every stage Researchaccount brief Prepcall plan Meetnotes, recap Follow upemail, summary Proposenarrative, deck Forecastpipeline review You own pricing, terms, and every commitment
fig. 01 · the cycle and where AI fits
StageAI does the first passYou decide
ResearchSummarizes the company, recent news, likely priorities, with sourcesWhich facts are true and worth raising
PrepPulls what you promised and what is open; suggests questionsThe goal of the call
MeetTakes notes and captures action itemsWhat the customer really meant
Follow upDrafts the recap and the emailWhat to commit to, and what stays internal
ProposeDrafts the narrative, rewrites for executives, outlines the deckScope, pricing, and product claims
ForecastFlags stalled and past-due deals, totals by stageThe number you commit to

Module 02 / 13

Prompts that work

Objective: write requests that get a usable first draft.

A prompt has four parts: goal, context, source, format GoalWhat do I need? ContextWho, which deal, stage? SourceWhich files or notes? FormatLength, tone, layout? Add one line to every prompt: "If you are not sure, say so instead of guessing."
fig. 02 · anatomy of a sales prompt
vague

Write a follow-up email.

specific

Write a follow-up to Dana Ruiz after our discovery call, using the notes below. Under 150 words, friendly. Confirm the comparison arrives Friday. Leave out anything marked internal.

template · four-part prompt
Goal: [what you need]
Context: [who it is for, the deal, the stage, what they care about]
Source: use [the thread, notes, or files] only. Leave out anything marked internal.
Format: [length, tone, layout]
If you are not sure about something, say so instead of guessing.

Steer, do not restart

The first answer is a draft. Tell it what to change: "Shorter." "Write it for a CFO." "Sound more like me." Then ask the two questions that expose guesses:

checklist C-02

Ask before you trust a draft

  • "What did you assume that I did not tell you?"
  • "Which parts are you least sure about?"

Module 03 / 13

Ground your deals

Objective: make the AI answer from your account material instead of general guesses.

Account sources flow into one workspace, which returns answers with sources. Each tool has its own workspace type. Your sources Email threads Call notes Account plan RFP or requirements Approved product sheets Account workspace one per key account plus standing instructions Grounded answers deal status, objections, gaps each tied to its source Stale sources give stale answers. Refresh weekly. Where the workspace lives in each tool Copilot · Notebook Claude · Project Gemini · Gem ChatGPT · Project
fig. 03 · the account workspace pattern (Gemini can also use Gemini Notebook, formerly NotebookLM)

Grounding means pointing the AI at specific material so it answers from that material. Every tool in this guide has a place to collect it. The habit that pays off most: one workspace per key account.

put in

Account plan, key threads, call notes, the customer's requirements, approved product and competitive material.

keep out

Anything your policy excludes, passwords and keys, customer network or security details, old pricing and outdated sheets.

Workspace instructions

template · workspace instructions
This workspace covers [account]. Answer only from the files here.
If the answer is not in them, say so. Name the file each point comes from.
Write short and plain, for an account executive. No marketing language.

Weekly routine

routine R-03

Every week, per account

  • Add the week's emails, notes, and recaps.
  • Remove outdated pricing, proposals, and product sheets.
  • Ask: "What is new this week, and does it change status, risks, or next steps?"

Module 04 / 13 · worked example

Build an account plan with AI

Objective: follow one real process from start to finish, and see exactly where AI helps and where you decide.

Seven steps. For each step, AI drafts one piece and you make one decision. AI drafts gap check cited brief people map fit ideas risk list 90-day draft the document 1 Gather 2 Profile 3 Map people 4 Find fit 5 Weigh risks 6 Set goals 7 Publish You decide what goes in facts hold who matters real need act or watch owners, dates review, share
fig. 04 · account planning: one AI draft and one decision per step

Use this for a new strategic account or an annual plan refresh. Try it first with the Northbeam practice account. Each step below shows what AI does, what you do, a prompt to copy, and the checkpoint before you move on.

  1. Gather the sources

    ai

    Reviews what you added and lists what is missing or out of date.

    you

    Create the account workspace. Add the current plan if one exists, key email threads from the last quarter, call notes, a CRM export, any RFP, and approved product sheets.

    step 1 · gap check
    I am building an account plan for [account]. Review the files in this workspace. List what a solid account plan needs that is missing here, and flag any file that looks out of date.
    checkpointNothing in the workspace breaks your company's data policy.
  2. Profile the account

    ai

    Runs research and writes a short, cited brief: what the company does, its strategy, recent news, and likely priorities.

    you

    Confirm each fact and its date. Cut anything you cannot verify. Add what you know from the relationship.

    step 2 · cited brief
    Write a one-page profile of [account]: business model, strategy, news from the past year, and likely priorities for the next twelve months. Cite a source for every fact. Label anything that is your inference.
    checkpointEvery fact has a source you opened. Inferences are labeled.
  3. Map the stakeholders

    ai

    Lists the people in your emails and notes: role, what they care about, last contact, and apparent stance, with the evidence.

    you

    Correct stances, add people the AI cannot see, and name the gaps, such as no contact with the budget owner.

    step 3 · people map
    From the files here, build a table of everyone involved at [account]: name, role, what they care about, last contact date, and stance (supporter, neutral, skeptic). Quote the evidence for each stance. Then list the roles we have not reached.
    checkpointStances rest on evidence, not guesses. Personal opinions stay out of shared versions.
  4. Find the opportunities

    ai

    Matches the customer's stated needs to your approved offerings and lists where you could grow, each tied to a source.

    you

    Validate fit with your solutions engineer. Drop any idea without a real customer need behind it.

    step 4 · fit and growth
    Compare [account]'s stated needs with the approved product material here. List each opportunity: the need, the offering that fits, the evidence, and your confidence. Do not claim any capability the material does not state.
    checkpointNo product claim goes further than approved material.
  5. Weigh the risks

    ai

    Lists risks such as budget, timing, competition, and relationship gaps, with evidence and a suggested response for each.

    you

    Rate each risk for likelihood and impact, then decide which ones you will act on this quarter.

    step 5 · risk list
    List the risks to our position at [account]: budget, timing, competition, and relationship gaps. For each, give the evidence from the files and one practical response. Mark any risk that rests on thin evidence.
    checkpointYou, not the AI, rank the risks.
  6. Set goals and actions

    ai

    Drafts a 90-day plan: a few goals, actions with a suggested owner and date, and how you will measure progress.

    you

    Commit to realistic owners and dates. Agree the plan with your manager and anyone named in it.

    step 6 · 90-day plan
    Using steps 2 to 5 above, draft a 90-day plan for [account]: three goals, the actions under each with a suggested owner and date, and one measure of progress per goal. Keep it to one page.
    checkpointEvery named owner has agreed. No dates you cannot keep.
  7. Publish and keep it current

    ai

    Assembles the plan document, and a short review deck if you want one. Each week, it reports what changed.

    you

    Review, share with your team, and run the weekly routine from module 03.

    step 7 · assemble the plan
    Assemble the account plan for [account] as a document with these sections: summary, account profile, stakeholder map, opportunities, risks, 90-day plan, and open questions. Use only what we agreed above. List the sources at the end.
    checkpointThe plan is internal. Run the Guardrails checklist before any part goes to a customer.

Where to run each step

NeedCopilotClaudeGeminiChatGPT
Workspace (steps 1, 3 to 6)NotebookProjectGem or Gemini NotebookProject
Research (step 2)Researcher agent (add-on)Research (paid plans)Deep ResearchDeep research
Plan document (step 7)Word with CopilotWord file or Claude DocGoogle DocsDocument in Work

Module 05 / 13 · tool chapter

Microsoft Copilot

Objective: run the sales plays inside Outlook, Word, Excel, PowerPoint, and Teams.

Copilot connects to Outlook, Word, Excel, PowerPoint, Teams, and Notebooks Copilotyour Microsoft 365 Outlook: inbox, prep Word: recaps, drafts Excel: pipeline PowerPoint: decks Teams: call recaps Notebooks: accounts
fig. 05 · where Copilot works for a seller

Best when your company runs on Microsoft 365. Copilot works inside the apps you already use and can reach your email, calendar, chats, and files, depending on your license.

Check your license first

FeatureCopilot Chat (included)Microsoft 365 Copilot (add-on)
Web answers and files you uploadYesYes
Copilot in Outlook for inbox and calendar questionsYes, limited dataYes, plus chats and wider work data
Copilot inside Word, Excel, and PowerPointOnly with the M365 Copilot (Basic) label, at standard accessYes, full experience with priority access
Answers from your files, email, chats, and people without attaching themNoYes
Teams meeting recaps, Researcher and Analyst agentsNoYes

To check, sign in at m365.cloud.microsoft, scroll to the bottom of the home page, and read the label under your name: Copilot Chat (Basic), M365 Copilot (Basic), or M365 Copilot (Premium). Premium means you have the add-on license. Microsoft explains the labels in What Copilot license do I have.

Set it up once

  • Create a Copilot Notebook for each key account and add its emails, meetings, and files as references.
  • Add the workspace instructions from module 03 to each notebook.
  • Save your best prompts so you are not retyping them.

Plays

PlayWhereAsk for
Inbox triage after a field dayOutlookUnread customer and partner emails that need you, ranked by urgency
Meeting prepOutlook or Copilot appWhere things stand, open questions, what you promised, three questions to ask
Account researchResearcher agent (add-on)A cited brief from the web and your files, email, meetings, and chats
Call recapTeams (add-on)Decisions, action items with owners, customer concerns
Customer summaryWordOne-page recap from your notes, internal comments removed
Stalled dealsExcelDeals with no recent activity or a past close date
Review deckPowerPoint: create a presentation from a fileA draft deck built from one referenced file, such as your account plan in Word or a PDF
copilot · meeting prep
I meet with [customer] tomorrow. From my recent emails, meetings, chats, and files about them, summarize where things stand, their open questions, and anything I promised to send. List your sources. Then suggest three questions to ask.
good to know

Microsoft updates Copilot often, and admins can turn features off. If something in this chapter is missing, ask your IT team whether it is enabled for your license.

Module 06 / 13 · tool chapter

Claude

Objective: use Claude for research, careful writing, and account work grounded in Projects.

Claude connects to Projects, connectors, Research, file creation, Microsoft Office add-ins, Chrome, and Slack Claudewriting and analysis Projects: accounts Connectors: your apps Research: cited reports Files: docs, decks Word, Excel, PowerPoint Chrome, Slack
fig. 06 · where Claude works for a seller

Best when the job is careful writing, long documents, or research you need to trust. Proposals, executive rewrites, RFP analysis, and objection practice are strong fits.

Set it up once

  • Create a Project for each key account. Add its files and the workspace instructions from module 03.
  • Turn on the connectors your company allows, such as Microsoft 365 (Outlook, OneDrive, SharePoint, Teams), Gmail, Google Drive and Calendar, or a CRM from the connectors directory.
  • Save a skill for recurring work, such as your proposal format or an email template. Your company can also provide skills to everyone.

Plays

PlayWhereAsk for
Account researchResearchA cited brief drawing on the web and your connected apps
Inbox triageClaude for Outlook (beta)Messages sorted by what needs your reply, with drafts you review and send yourself
Deal reviewAccount ProjectStatus, stakeholders, risks, and gaps, each tied to a file
RFP breakdownChat with the RFP attachedEvery requirement in a table with section numbers
Proposal narrativeAccount Project, or Claude for WordExecutive summary as a Word document, in your company template
Objection practiceAny chatA skeptical buyer role-play with a score at the end
Pipeline cleanupClaude for ExcelStalled deals, totals by stage, formula help, with cell-level citations
claude · objection practice
Act as a skeptical [buyer role] at a [industry] company evaluating [product category]. Raise the objections a real buyer would, one at a time. Push back when my answer is vague. After five exchanges, score each answer and tell me what to fix.
good to know

Research, most connectors, Claude in Chrome, and Claude for Word, Excel, and PowerPoint need a paid plan (Pro, Max, Team, or Enterprise). Claude for Outlook is in beta. In Slack, Claude Tag is a beta for Team and Enterprise plans. Admins control connectors, and Research can use connected tools automatically, so connect only what the task needs.

Module 07 / 13 · tool chapter

Gemini

Objective: run the sales plays inside Gmail, Docs, Sheets, Slides, and Meet.

Gemini connects to Gmail, Docs, Sheets, Slides, Meet, Gems, and Gemini Notebook Geminiyour Google Workspace Gmail: inbox, replies Docs: recaps, drafts Sheets: pipeline Slides: decks Meet: notes Gems, Gemini Notebook
fig. 07 · where Gemini works for a seller

Best when your company runs on Google Workspace. Gemini appears in the Ask Gemini side panel in Gmail, Docs, Sheets, Slides, Drive, and Chat, and can take meeting notes in Meet.

Set it up once

  • Build a Gem as your deal coach: paste the workspace instructions from module 03 and add your approved product material under Knowledge. Files you add from Drive stay current as they change.
  • For deep account work, create a Gemini Notebook (formerly NotebookLM) per key account, if your admin has turned it on. You can add a notebook to a Gem as a source.
  • Turn on Take notes for me in customer calls you organize in Meet, with the customer's agreement.

Plays

PlayWhereAsk for
Thread catch-up and replyGmail: Ask Gemini, Help me writeSummary of a long thread, then a draft reply
Meeting prepGemini app with your WorkspaceWhat your email, calendar, and files say about the account
Call notesMeet: Take notes for meSummary, decisions, and next steps in a Doc saved to the organizer's Drive
Account researchDeep Research, with Gmail and Drive as sourcesA cited brief from the web and your own email and files
Account list enrichmentSheets, Fill with GeminiFill columns such as industry or recent news from the web
Review deckSlides: Ask GeminiNew slides that draw on your Drive files or Gmail
gemini · thread catch-up
Summarize this thread. List decisions, open questions, and anything I have been asked to do, with who asked and by when. Then draft a short reply that confirms [next step].
watch out

Web-filled spreadsheet cells look finished but are often wrong or out of date. Check every cell before you use the list.

good to know

Features depend on your Google Workspace edition or Google AI plan, and admins control several of them, including Gemini Notebook and beta features. For Meet notes, the meeting organizer's edition decides.

Module 08 / 13 · tool chapter

ChatGPT

Objective: use ChatGPT for research, drafting, and multi-step work across your connected apps.

ChatGPT connects to Projects, apps, deep research, Work, spreadsheets, and workspace agents ChatGPTversatile all-rounder Projects: accounts Apps and plugins Deep research Work: finished files Excel and Sheets Workspace agents
fig. 08 · where ChatGPT works for a seller

Best when you want one flexible assistant across many apps. Switch from Chat to Work for multi-step tasks that end in a document, spreadsheet, presentation, or report.

Set it up once

  • Create a Project for each key account with its files and the workspace instructions from module 03.
  • Set custom instructions with your role, your market, and how you like drafts written.
  • Connect only the apps your company allows, from Settings or the plugin directory. Admins decide which apps, and which actions inside them, are available.

Plays

PlayWhereAsk for
Account researchDeep researchA cited company brief
Meeting prepCompany knowledge (Business, Enterprise)Cited answers about the account from your connected email, drive, and CRM
Deal reviewAccount ProjectStatus, risks, and gaps from the Project files
Proposal packageWork, started from the account ProjectA draft summary, comparison sheet, and short deck, with a plan you approve first
Pipeline cleanupChatGPT for Excel or Google SheetsStalled deals and totals by stage, with changes you approve
Weekly pipeline digestWorkspace agent on a schedule (Business, Enterprise)Monday summary of deals that moved or stalled
Objection practiceAny chat or voiceA skeptical buyer role-play
chatgpt · deal review in a project
Using only the files in this project, summarize where the [account] opportunity stands: goals, decision makers, timeline, open objections, and the agreed next step. Name the file behind each point and flag anything that looks out of date.
watch out

Work and connected apps can take actions for you. Approve every send, update, or post yourself. Never let AI change your CRM or email a customer without your review.

good to know

Work, apps, and plugins depend on your plan and workspace settings, and actions that change things inside apps stay off until an admin turns them on. Workspace agents are for Business and Enterprise plans. ChatGPT for Excel and Google Sheets is on every plan, with limited use on Free and Go.

Module 09 / 13

Which tool, when

Objective: pick the right tool without overthinking it.

Start with what your company approved, then match the tool to where your work lives Step 1: what did your company approve? Microsoft 365use Copilot Google Workspaceuse Gemini Careful writinguse Claude Broad, many appsuse ChatGPT High stakes? Check with a second tool.
fig. 09 · a two-step choice

Copilot Microsoft

  • Lives in Outlook, Word, Excel, PowerPoint, Teams
  • Account workspace: Notebooks
  • Strongest on Microsoft 365 data

Claude Anthropic

  • Careful writing, long documents, research
  • Account workspace: Projects
  • Reaches your apps through connectors

Gemini Google

  • Lives in Gmail, Docs, Sheets, Slides, Meet
  • Account workspace: Gems or Gemini Notebook
  • Strongest on Google Workspace data

ChatGPT OpenAI

  • Flexible all-rounder with many app connections
  • Account workspace: Projects
  • Work mode for multi-step deliverables

For deeper tool comparisons, model tiers, and automation, see the AI Operator's Manual.

Reference · 10 / 13

Play library

reference · works in any tool

Objective: copy-ready prompts for the sales cycle. Fill in the highlighted parts.

Research and prep

account brief
Research [company] before my first meeting. Cover what they do, news from the past year, likely priorities for a company like them, and anything in my connected apps that mentions them. Cite a source for every fact and keep facts separate from your inferences.
call plan
Plan my next call with [name, role]: the goal, three questions to ask, likely objections, and the one follow-up I must not forget. Use [notes or workspace].

Account planning

people map
From the files here, build a table of everyone involved at [account]: name, role, what they care about, last contact date, and stance. Quote the evidence for each stance, then list the roles we have not reached.
90-day plan
Draft a one-page 90-day plan for [account]: three goals, actions with a suggested owner and date, and one measure of progress per goal. Use only the files and decisions in this workspace.

The full seven-step process is in module 04.

Follow-up

customer recap
Turn these call notes into a one-page summary for the customer: their goals, what we heard, and next steps with owners and dates. Remove anything marked internal. Mark anything unclear as [confirm].
follow-up email
Draft a follow-up email to [name] that answers their questions at a high level, confirms [deliverable] by [date], and proposes [next meeting]. Under 120 words. Make no commitments beyond these.

Proposals

RFP requirements table
List every requirement in this RFP as a table: requirement, section number exactly as written, must-have or nice-to-have, and deadline. If unsure whether something is a requirement, include it and mark it [check].
executive rewrite for a CFO
Rewrite this for a non-technical [CFO / executive]. Keep the meaning. Lead with business risk and cost. Under 200 words. Add no capability that is not in the original.

Pipeline

stalled deals
Today is [date]. From this pipeline, list deals with no activity in 30 days or a close date that has passed. Show account, stage, amount, close date, and days since last activity.

Coaching

objection practice
Act as a skeptical [buyer role] evaluating [product category]. Raise real objections one at a time and push back on vague answers. After five exchanges, score my answers and tell me what to fix.

Verify

claim check
Review the draft above against the source material. List every claim, number, or commitment the sources do not clearly support. Do not rewrite anything yet.

No plays match. Try a different word or choose All.

Reference · 11 / 13

Guardrails

reference · applies to every tool

Objective: keep AI use safe for you, your customers, and your company.

Every AI draft passes a checkpoint before it reaches a customer AI draftemail, recap, deck Your checkpoint numbers traced · product claims current no new commitments · nothing internal names and dates right Customersent under your name
fig. 11 · nothing skips the checkpoint

Never from AI

  • Pricing, discounts, and deal terms
  • Contract or legal language
  • Product capabilities you have not confirmed
  • Commitments you did not decide to make

Data rules

  • Your company's AI policy comes first
  • Approved tools only, with your work account
  • No customer data in personal AI accounts
  • No passwords, keys, or customer security details

Connectors and agents

  • Connect only what the task needs
  • They see what you can see, so share workspaces carefully
  • You approve every send, update, and post
  • Get consent before recording a customer call
checklist C-11

Before anything reaches a customer

  • Every number traces to a source I trust.
  • Every product claim matches current, approved material.
  • No commitments I did not decide to make.
  • Nothing internal made it in.
  • Names, titles, and dates are right.
  • I would sign my name to it.

Reference · 12 / 13

Glossary and sources

reference

Glossary

Account plan
A living document that sets out an account's profile, people, opportunities, risks, and your next actions.
Agent
An AI that takes several steps toward a goal and can act in your apps.
Connector (app)
A link that lets an AI search or act in another tool, such as email or a CRM.
Custom instructions
Standing directions applied to every chat.
Gem
Gemini's reusable assistant with saved instructions and files.
Grounding
Pointing the AI at specific material so it answers from it.
Hallucination
A confident answer that is wrong or made up.
Notebook
Copilot's workspace that collects references for one piece of work. Google's similar tool is Gemini Notebook, formerly NotebookLM.
Plugin
In ChatGPT, a package that can bundle apps and skills for a workflow.
Skill
A saved set of instructions an AI loads for a repeatable task, such as your proposal format.
Project
A workspace in Claude or ChatGPT that keeps files and instructions together.
Prompt
What you type to tell the AI what you want.
Research mode
A slower mode that searches many sources and returns a cited report.

Sources

Checked against each maker's help pages on September 16, 2026. Features change often, and those pages have the latest details.

on staying current

The habits here outlast any release: direct, supply, verify, and one workspace per account. Tool names, menus, and plan rules change every few months. Recheck each tool chapter when a maker ships a major update.