A STRONGER VERSION OF WHAT IS ALREADY THERE

CV Optimizer — Upload Your CV and Let AI Improve It

Improve an existing CV with clearer wording and better organization. Review the changes and the evidence behind them, then keep the version that accurately represents you.

INSIDE THE APP

See the wording. Keep the final say.

Scroll to see the result
YOU HAVE THE FINAL WORD

AI suggests. You decide.

Review a stronger version of your achievement alongside its original wording. Check flagged details, edit the suggestion, then accept it—or keep your original.

  • Example details are flagged for review
  • Your original stays until you confirm
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harvardcv. / ai suggestions

Actual AI achievement review with editable wording, flagged details, use wording and keep original controls
01 / Review before accepting a suggestionActual app · illustrative CV
TALK IT THROUGH

Ask for the change you want.

Describe an achievement, add missing context, or ask for a clearer bullet. Work with AI in a conversation while your CV draft takes shape.

  • Use your own words
  • Refine your draft with follow-up requests
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harvardcv. / chat

Real AI chat showing a user's request and a recommended achievement bullet
02 / Refine your CV in chatActual app · illustrative CV
01

Start with an accurate baseline

Optimization works best when the source CV is already factually correct. Fix stale contact details, wrong dates, and incorrect qualifications before asking AI to polish the language. A more confident sentence cannot repair an inaccurate source.

Decide what you want improved. A broad review can identify weak sections, while a focused request can shorten a summary or strengthen one achievement. Keep a clear distinction between improving the presentation of evidence and inventing evidence that the draft lacks.

02

Read the explanation, not just the score

A quality score is an internal assessment of the draft under the app’s review criteria. It is not an ATS pass mark and does not predict whether an employer will shortlist you. The useful part is the accompanying feedback: what changed, what remains unclear, and which claims need support.

Prioritize corrections that affect understanding. A missing employment date or vague responsibility may matter more than replacing one action verb. If a suggestion does not fit your experience, edit it or leave the original in place.

03

Improve achievements without overstating them

A useful bullet identifies an action, its context, and a supported outcome where one is known. Numbers can add context, but a truthful qualitative result is better than an impressive invented percentage.

When AI supplies an example metric, replace it with a documented result or remove it. For shared projects, describe your contribution rather than attributing the whole team’s output to yourself. After applying changes, read adjacent bullets together to remove repetition.

IN PRACTICE

Specificity does not require an invented metric

Illustrative rewrite using a stated activity, cadence, and audience. Only use these details if they match your actual work.

STARTING POINT

Responsible for reports.

A MORE USEFUL VERSION

Prepared weekly sales reports and highlighted changes in regional demand for the account team.

Before you move on

  • Correct factual errors before optimizing.
  • Read the change summary alongside the draft.
  • Treat the quality score as internal feedback.
  • Verify or remove every example metric.

Need to change your current layout? Convert your existing CV to Harvard format without retyping.

How the CV Optimizer Works

1

Upload Your Current CV

Bring the CV you already have — PDF, Word, or text, up to 8MB. No retyping required.

2

AI Restructures and Strengthens

The AI converts your content into the Harvard format and strengthens weak bullets using Harvard career guidance.

3

Review, Edit, and Download

Review the change summary and quality score, edit anything manually, then download your ATS-friendly PDF.

What the AI CV Review Gives You

Harvard-Format Conversion
Your existing CV is restructured into the Harvard format — clear sections, achievement-led bullets, and a layout recruiters can scan in seconds.
Change Summary
Every improvement is explained. You see what the AI changed and why, so you stay in full control of your own story.
Quality Score Out of 100
Get an objective quality score for your optimized CV, so you know where you stand before you start applying.
Honest Warnings
The AI flags weak areas, missing sections, and skills you claim but never demonstrate — instead of papering over gaps.

Why Optimize Into the Harvard Format?

The Harvard format is a clean, single-column layout built around clear section headings and achievement-focused bullet points. That structure makes it an ATS-friendly CV by design — applicant tracking systems can parse it reliably, and recruiters can read it fast. If you want the full section order, length, and layout rules, read our guide to the Harvard resume format. And once your CV is optimized, you can tailor your CV to a job description before each application.

Simple Pay-Per-Use Pricing

Simple Credit Pricing
Buy only the CVs and cover letters you need

Pay as you go

one-time credits, no subscription

CV credits start at $9.99. Cover-letter packs start at $4.99 for 10 letters.

CV Optimizer FAQ

Ready to Fix Your CV?

Upload the CV you already have and get a Harvard-format, ATS-friendly version back — with a clear breakdown of every improvement.

    ONE-TIME CREDITS

    Ready for your next move?

    Choose a bundle. Pay once. Get back to your CV.