How to write CV bullets that actually land interviews
Stop describing duties. Start landing offers. The formula, the verbs, and 10 before/afters behind every great bullet on a staff-level CV.
Most CV bullets describe what someone was responsible for. Great CV bullets describe what someone changed. The difference between a CV that gets a callback and one that gets deleted almost always comes down to the bullets — not the design, not the font, not the length.
In this piece we'll go through the formula behind strong bullets, the action verbs that actually land, how to quantify when you don't have clean numbers, and ten before/after rewrites across common roles so you can rewrite your own CV in an hour.
Duties vs. outcomes — the shift
The weakest bullets describe duties (what you were assigned to do). The strongest describe outcomes (what the company now has that it didn't before).
Weak — duty
Responsible for onboarding new enterprise customers.
Strong — outcome
Rebuilt enterprise onboarding playbook; lifted time-to-first-value from 21 to 9 days and cut churn by 14% in-year.
Same job, same person. The second version earns the callback because it tells the hiring manager exactly what a comparable outcome at their company would look like.
The formula
Every strong bullet fits this shape:
[Action verb] + [What you did] + [Measurable result or meaningful consequence]
Lead with an action verb. Say specifically what you did (concrete nouns). End with the result, ideally quantified.
Action verbs that pull their weight
These verbs do work because they imply ownership and force you to describe outcomes:
- Led, drove, owned, built, shipped, launched
- Grew, doubled, tripled, scaled, accelerated
- Reduced, cut, eliminated, saved, consolidated
- Designed, architected, re-platformed, migrated
- Mentored, hired, promoted, ran a team of
Words that quietly kill your CV
- Responsible for (invisible — implies nothing about outcome)
- Helped with, assisted, participated in (minimizes your role)
- Worked on, was part of (same)
- Various, multiple, diverse (imprecise filler)
- Passionate about, driven to (tell-don't-show)
Quantify — even when you don't have clean numbers
The #1 pushback I hear from coaching candidates: "I don't have metrics." Almost everyone does — they're just not looking in the right places. Here's a ladder you can use from most to least precise:
- Hard number: "Grew ARR from $2.1M to $8.4M in 18 months."
- Percentage change: "Reduced support ticket volume by 32% over two quarters."
- Range: "Shipped 3–5 new features per quarter across 2 years."
- Comparison: "First team to hit the company's weekly NPS target."
- Scope: "Owned roadmap for a product used by 280+ enterprise customers."
- Team size: "Mentored 4 engineers, 2 promoted to Senior during my tenure."
Find hidden numbers
Look at: team size, number of customers, volume of tickets/requests, launch cadence, dollar value of deals, scope of migration, user count, before/after survey scores, revenue impact, time saved per task × frequency.
The STAR bullet method
STAR — Situation, Task, Action, Result — is a great structure for interview stories. For CV bullets, you want a compressed version: just the Action and Result, with enough Situation context to make the outcome meaningful.
Compressed STAR
After a major outage (situation), led the cross-team incident review process (action) and reduced repeat-cause incidents by 70% over the following six months (result).
10 before/afters
Product manager
Before
Responsible for the onboarding flow and improving retention.
After
Rebuilt onboarding flow around a 3-step activation loop; day-1 activation 34% → 58% in 6 weeks, day-30 retention +11pp.
Software engineer
Before
Worked on migrating the backend from Python to Go.
After
Led migration of pricing service from Python to Go; cut p99 latency 420ms → 60ms, halved infrastructure cost at peak load.
Designer
Before
Designed new checkout screens and worked with engineers on implementation.
After
Redesigned checkout flow; A/B test lifted mobile conversion 8.3% and unlocked $1.1M/qtr. Open-sourced design-tokens kit now used across 4 teams.
Marketing manager
Before
Managed multiple paid campaigns and reported on results.
After
Ran $2.4M paid-acquisition budget across Meta, Google, and TikTok; drove CAC from $87 → $42 while tripling monthly signup volume.
Customer success
Before
Handled a book of business of enterprise customers.
After
Owned a $4.8M ARR enterprise book (18 accounts); delivered 114% net retention across two fiscal years and spun up a new QBR framework now used org-wide.
Data analyst
Before
Built dashboards for various stakeholders.
After
Built self-serve growth dashboard used daily by 40+ stakeholders; replaced 6 weekly manual reports and freed ~12 analyst hours/week.
Sales
Before
Exceeded quota in 2023.
After
Finished FY23 at 147% of quota ($2.8M, #2 AE company-wide); closed our first $500k+ logo and set the team's playbook for the Series C motion.
Manager
Before
Managed a team of engineers.
After
Led a team of 7 engineers across two time zones; promoted 3, retained 100% through a competitive hiring year, and shipped 4 P1 initiatives on-time.
Recent grad
Before
Intern project analyzing user data.
After
Built attribution model for the mobile growth team as part of 12-week internship; recommendation adopted and now drives $180k/month in reallocated spend.
Career pivoter
Before
Transitioned into product management.
After
Pivoted from ops into product after leading the 0→1 partner-onboarding workflow; now shipped 3 features end-to-end and own the internal-tools roadmap.
Your 30-minute CV audit
- Underline every verb. Replace weak ones.
- Circle every number. If less than half your bullets have one, add numbers wherever possible.
- Count the words per bullet. Aim for 15–25 — longer is usually waffle.
- Ask: "Could a peer in a similar role have written this exact bullet?" If yes, make it more specific.
- For each role, keep 3–5 bullets. Prune the weakest one.
Do this across two or three roles and you'll have a CV that makes hiring managers stop scrolling. No redesign needed.
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