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Resume action verbs that don't sound like AI wrote them

The verbs that signal a person wrote the bullet — and the ones that signal a template or a language model did. With specific replacements.

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Resume action verbs that don't sound like AI wrote them
On this page
  1. 01Verbs that work vs. verbs that don't
  2. 02Same bullet, two verbs
  3. 03Four categories of verbs that work
  4. 04Specific verbs to retire
  5. 05Verbs that survive
  6. 06The "could a third party verify this verb" test
  7. 07What this isn't
  8. 08Sources

Most "use action verbs" advice goes the same way: a list of two hundred verbs, alphabetized, with no guidance on which work and which don't. The list usually includes "spearheaded," "leveraged," and "championed" — words that have lost any meaning through resume-template overuse and now signal "I copy-pasted from a generator" the moment a recruiter reads them.

The strong-verb test isn't whether the word sounds powerful. It's whether the word communicates a specific action a person took. "Shipped" passes. "Spearheaded" doesn't. This post is about which verbs land and which to retire.

Verbs that work vs. verbs that don't

Verbs that work vs. verbs that don't

Word audit
Match60%

The strong-verb side reads as a person describing their work. The cliché side reads as a resume template — or an AI generation.

Matched · 9
ShippedRenegotiatedMigratedCutOwnedCoachedSoldWroteBuilt
Missing · 9
LeveragedSpearheadedSynergizedPioneeredDrove (impact)OrchestratedOptimizedChampion­edInnovated

The "strong" side is short, mostly one-syllable Anglo-Saxon. Each verb describes a specific kind of action — you can picture what someone did when they "shipped" or "renegotiated" something. The "cliché" side is mostly Latin-derived, polysyllabic, and vague — "leveraged" and "orchestrated" describe a tone (impressive) without describing an action.

The cliché list isn't wrong because the verbs are big words. It's wrong because resumes have been using them for so long that they've become noise. A recruiter reading their thirtieth resume of the morning sees "spearheaded" and the brain registers nothing. "Renegotiated three vendor contracts" registers immediately.

There's also a 2024 wrinkle: large language models love the cliché list. Resumes drafted with AI help often read as a wall of "leveraged," "spearheaded," "optimized," "championed." Recruiters have pattern-matched on this. The cliché stack now actively signals "this was AI-generated" — and not in a good way.

Same bullet, two verbs

The cleanest demo:

Same bullet — cliché verb vs. concrete verb

Specific edits
Concrete (use)
  • Renegotiated three vendor contracts in 2024, cutting annual spend by $42k.
  • Shipped the analytics dashboard now used daily by every clinical lead at the hospital.
  • Coached two engineers through their senior promotions; built the interview rubric the org uses.
  • Wrote and shipped the onboarding email sequence that lifted week-1 retention 8%.
Cliché (replace)
  • Leveraged strategic vendor relationships to drive cost optimization initiatives.
  • Spearheaded the development of innovative analytics solutions for the clinical team.
  • Championed talent development efforts that resulted in successful career advancements.
  • Orchestrated comprehensive email marketing strategies to enhance user engagement metrics.

Read both columns and notice how much faster the right column lands. Each "do" bullet has a clear verb + specific object + concrete outcome. Each "don't" bullet has a cliché verb + abstract object + vague outcome. Same work, same person — but the left column reads as someone describing their actual job and the right reads as a template.

Four categories of verbs that work

A verb is strong when it pairs with a specific kind of object. Organize the verb library by category:

Four categories of strong action verbs

By the work you did
Building / Creating
Shipped · Built · Wrote · Designed · Coded · Launched · Authored

Use for work where you produced a tangible output. Concrete, past-tense, specific. The reader can picture the thing you made.

Improving / Changing
Cut · Raised · Lifted · Reduced · Sped up · Migrated · Refactored

Use for work where you changed a number or moved a system from A to B. Pair with a quantified delta when possible.

Leading / Influencing
Owned · Led · Hired · Coached · Mentored · Sold · Recruited

Use for work where you brought other people along. Specific to the leadership move, not vague ('managed,' 'oversaw').

Deciding / Solving
Renegotiated · Diagnosed · Resolved · Decided · Pivoted · Killed

Use for work where you made a judgment call. Strong verbs because they imply ownership of the decision and the outcome.

A useful trick: when you can't remember what you did, work backwards from the verb category. What did you build? What did you change? Who did you coach? What did you decide? Each category prompts a different memory.

Specific verbs to retire

A few that have become so overused they actively weaken bullets:

  • Leveraged. Used to be a Wall Street trader's verb (you leverage capital). Then a consultant's word. Now a generic resume filler. Replace with the actual verb: "used," "applied," or — better — the specific verb that describes what you did with the thing.
  • Spearheaded. Implies leading the charge but reveals nothing about the work. "Led" is shorter and clearer. "Owned" is even better.
  • Championed. Vague. What did you actually do? "Argued for X and got buy-in" is specific. "Championed X" is filler.
  • Drove (impact). A consulting carryover. "Drove customer engagement" or "drove revenue growth" — you didn't drive; you did some specific thing that affected the metric. Name the specific thing.
  • Synergized. Cut.
  • Pioneered. Almost always inflated. If you genuinely did something first, "First [role] at [company] to [X]" reads stronger.
  • Innovated. Always vague. What did you innovate? The actual verb is the specific build/create verb that fits the work.
  • Optimized. Sometimes correct ("Optimized the build pipeline, cut CI time from 28 minutes to 9"), often vague ("Optimized team workflows"). When in doubt, replace with "improved" + the specific delta.
  • Orchestrated. Implies coordination but reads as filler. "Coordinated" is fine; the specific verbs for the underlying actions are better.
  • Curated. Borrowed from museum work. Almost never the right verb on a corporate resume. "Selected," "chose," or "built" usually fit better.

Verbs that survive

Conversely, verbs that have remained credible over decades because they describe specific actions:

  • Shipped — implies completion, common in tech but applies broadly.
  • Built — almost always correct for a construction action.
  • Wrote — specific, undervalued.
  • Sold — direct, especially for sales-adjacent work.
  • Hired — owns the action, doesn't vague-up the responsibility.
  • Fixed — straightforward, more credible than "resolved."
  • Cut — concrete deltas. "Cut spend by $42k" is unambiguous.
  • Won — for competitions, contracts, deals, awards. Direct.
  • Lost — surprisingly powerful when honest. "Lost three accounts in Q2 to a pricing competitor; built the pricing-objection playbook the org now uses."
  • Killed — for projects you correctly stopped. "Killed the legacy analytics pipeline after determining it was unrecoverable."

The pattern: short verbs that describe one specific kind of action.

The "could a third party verify this verb" test

A test for any verb you're considering: could someone from your team or company independently verify the action described?

  • "Shipped X" — verifiable. Either X shipped or it didn't.
  • "Spearheaded X" — unverifiable. What does spearheading look like vs. participating in?
  • "Coached two engineers to senior promotion" — verifiable. They either got promoted or didn't, and they either credit you or don't.
  • "Championed engineering excellence" — unverifiable. What's the evidence?

Verbs that fail the verification test are the ones that hollow out a resume. They sound substantive but communicate nothing checkable.

What this isn't

A few clarifications:

  • It's not a vendetta against polysyllabic verbs. "Migrated," "renegotiated," and "architected" are all longer words that work fine — because they describe specific actions.
  • It's not anti-AI-drafting advice. AI can produce good resume drafts, but the default vocabulary it uses skews heavy on the cliché list. Replace those verbs in your post-AI editing pass and the result is much stronger.
  • It's not formula-driven. A bullet can fail the test without using any cliché verb — vagueness in the object or the outcome can hollow it out just as much.

The short version: pick verbs that describe specific things you did, in the smallest words that fit. The bullets that pass that test land harder than any verb-list-derived alternative.

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