Customer success work is easy to describe and hard to evidence. Your book of business, the segment you carried, what renewed, what expanded and which escalations landed on your desk are the substance — and each of those is a number you own rather than one an AI can guess. These prompts get the structure right and leave the figures to you.
Before you paste any of these
Define the book before writing any bullet — Account count, ARR or contract-value band, segment (SMB, mid-market, enterprise), industry, and whether you were named, pooled or hybrid coverage. Ask the AI to place that under each title, because the same renewal rate means different things across a book of 8 and a book of 200.
Separate what you owned from what you influenced — Renewals you carried the number for, expansion you sourced versus closed alongside an AE, churn you were accountable for. Tell the AI to word ownership precisely rather than smoothly — owning a renewal number, supporting one and contributing to one are three different claims, and blurring them invites a question you would rather answer on your own terms.
Show the escalation and the mechanism — A red account you turned, an executive sponsor relationship you rebuilt, a QBR cadence or health-score model you introduced, an onboarding runbook other CSMs adopted. These are the bullets that separate you from someone who was assigned a list of accounts.
Refuse invented attainment in the prompt itself — Write it in: never state a retention rate, NRR, quota attainment or account count I have not given you — ask me and use [X%] until I answer. Left alone the AI produces a confident figure, and a number you cannot source is a number you will have to walk back.
3 prompts to copy
Every prompt ends with the same rules: use only what you give it, and mark a missing number with a placeholder instead of guessing one.
Your customer success bullets read like account babysitting — managed a portfolio, built relationships, ensured satisfaction — and nothing on the page says how big the book was or what moved because you owned it
What to have ready
•The customer success bullets from your current resume
•Your book of business: segment, account count, and total ARR if you track it
•Which numbers you were personally measured on — renewal, retention, expansion, adoption, or none of them
•Who owned the renewal conversation on your accounts: you, the account executive, or shared
You are helping me rewrite the customer success section of my resume.
My current bullets:
[PASTE BULLETS]
My book of business:
- Segment: [SMB / mid-market / enterprise / mixed]
- Accounts I carried: [NUMBER, or "pooled" if there was no named book]
- ARR under management: [$X, or "unknown"]
- What I was measured on: [renewal / gross retention / net retention / expansion / adoption / CSAT / none]
- Who owned the renewal conversation: [me / the account executive / shared]
- Tools I worked in, only the ones I actually used: [Gainsight, Totango, Catalyst, Vitally, Salesforce, ...]
Do this in order.
1. For each bullet, name the failure in one line. The 3 I care about: it describes presence rather than ownership (managed, supported, maintained, ensured), it claims a customer outcome I may not have driven, or it hides the size of the book.
2. Ask me up to 6 questions, one per missing fact you would need to write the bullet honestly. Prioritize book size, what I was measured on, what changed while I owned it, and the mechanism — the play, cadence, or process I built or ran that produced the change.
3. Stop and wait for my answers. Do not answer the questions yourself and do not rewrite anything yet.
4. Then rewrite each bullet in this shape: what I owned, at what scale, what I did, what changed. Use verbs that mean something in post-sale work — renewed, recovered, expanded, escalated, onboarded, migrated, rebuilt — not managed or supported. Where I have not given you a figure, leave a bracketed placeholder such as [X accounts], [$X ARR], or [X% gross retention] rather than a number.
5. Split credit honestly. If an outcome was shared with an account executive, support, or product, write it as shared and say what my part was.
6. Finish with a list titled "Numbers to go find": the specific figures I should pull before I send this resume, and which report or tool each one usually lives in.
Rules — these override everything above:
- Use only the experience I give you. Do not invent employers, job titles, dates, degrees, certifications, skills, or metrics.
- If a number would strengthen a line and I have not given you one, write a placeholder like [X%] or [$X] for me to fill in. Do not estimate it.
- Do not add a tool, skill, or credential I did not list, however standard it is in my field.
- Rewrite, reorder, tighten and re-emphasize what is already there. Where I have given you too little to work with, ask me for it or leave [add detail].
Send this next
Paste the rewritten bullets back and ask: which of these would a hiring manager read as work the account executive did rather than work I did?
ChatGPT: If ChatGPT answers its own 6 questions instead of asking you, reply "ask me the questions, do not answer them" and it will restart at step 2.
Open inCopies the prompt, then opens the assistant
You have retention and expansion figures to put on the resume and you want to be certain each one is the metric you think it is, scoped to the book you actually held, and defensible when someone asks about it in the first call
What to have ready
•The raw retention and expansion figures you can read off — renewal reports, QBR notes, dashboard numbers
•The period and the book each figure covers
•For each figure, whether it was yours, your team's, or the whole company's
You are auditing the retention numbers I want to put on a customer success resume. Never round in my favor, and never derive a rate I have not given you the inputs for.
Here is what I have, with periods and sources:
[PASTE RAW FIGURES]
For each figure, give me a short block containing:
- What it actually measures. Be strict about the difference between logo retention, gross revenue retention, net revenue retention, renewal rate on the renewals that came up in the period, and expansion booked. If my label and the underlying math disagree, say so and use the correct name.
- The scope. Whose book, which segment, which period. A retention number with no scope is not usable on a resume.
- Whose result it is. Mine, my team's, or the company's. If it is not mine, tell me the defensible way to describe my share without overclaiming it.
- Whether it needs a baseline. Say which of my figures mean nothing without the prior period or the starting book, and which stand alone.
- The question a hiring manager will ask about it, and whether what I gave you answers that question.
Then write up to 5 resume bullets using only the figures that survived the audit. Where a bullet needs a number I did not supply, use a bracketed placeholder — [X% GRR], [$X expansion], [X of Y renewals] — and list it under a heading "Still missing" with the report I should pull it from.
If a figure cannot be stated honestly at all, say so plainly and drop it. Do not rescue it by making the wording vaguer.
Rules — these override everything above:
- Use only the experience I give you. Do not invent employers, job titles, dates, degrees, certifications, skills, or metrics.
- If a number would strengthen a line and I have not given you one, write a placeholder like [X%] or [$X] for me to fill in. Do not estimate it.
- Do not add a tool, skill, or credential I did not list, however standard it is in my field.
- Rewrite, reorder, tighten and re-emphasize what is already there. Where I have given you too little to work with, ask me for it or leave [add detail].
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Ask: if I had room for only 2 of these numbers, which 2 say the most about the size and the difficulty of my book?
Open inCopies the prompt, then opens the assistant
2 roles with the same Customer Success Manager title can be completely different jobs — one carries the renewal number, one runs onboarding, one covers a pooled queue with no named book. Run this before you tailor a single line
What to have ready
•The full job description text
•Your resume, or at least the customer success section of it
•Anything you know about the company's segment, CS team size, and whether CSMs there carry a number
Read the job description and my resume below, and work out which kind of customer success job this is before you suggest a single edit.
Job description:
[PASTE]
My resume:
[PASTE]
Step 1 — Classify the role from the posting alone, and quote the lines that decide it. The options:
- Renewal-owning: the CSM carries a retention or renewal target.
- Expansion-carrying: quota, upsell target, or commission language.
- Adoption and onboarding: implementation, time to first value, enablement, training.
- Technical or solutions-led: integrations, APIs, configuration, solution design.
- Scaled or pooled: one-to-many, digital touch, high account counts, no named book.
- Escalation and recovery: at-risk accounts, executive sponsors, save plans.
Name the primary archetype, name a secondary one if the posting carries a second, and say what evidence the person who wrote it will look for first.
Step 2 — From my resume only, list what I can evidence against that archetype. Quote my own lines back to me rather than paraphrasing them.
Step 3 — Name the gaps. For each, say whether it is a wording gap (I have done the work and did not write it down) or a real experience gap. Where you cannot tell from my resume, ask me instead of deciding.
Step 4 — For the wording gaps only, propose rewrites of my existing bullets that surface the relevant work. Every fact in the rewrite must already be in my resume. Do not add a metric, a tool, or a responsibility. Where the rewrite wants a number I have not given you, use a bracketed placeholder.
Step 5 — Give me 2 lists: the vocabulary from this posting I can honestly adopt because I have done that work, and the vocabulary I should leave alone because I have not.
Rules — these override everything above:
- Use only the experience I give you. Do not invent employers, job titles, dates, degrees, certifications, skills, or metrics.
- If a number would strengthen a line and I have not given you one, write a placeholder like [X%] or [$X] for me to fill in. Do not estimate it.
- Do not add a tool, skill, or credential I did not list, however standard it is in my field.
- Rewrite, reorder, tighten and re-emphasize what is already there. Where I have given you too little to work with, ask me for it or leave [add detail].
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Ask it to draft 3 interview questions that only a candidate who spotted the archetype would think to ask.
Open inCopies the prompt, then opens the assistant
General prompts that also work for a customer success manager resume
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