Grounded resume tailoring

Tailor your resume to the job — without inventing a word.

The Resume IQ rewrites your resume to match a role, then runs every change past three guards. Anything it can’t ground in your real experience gets rejected — and we show you exactly what we skipped.

theresumeiq.com/tailor

Senior Product Manager

Tailoring your resume · v1.2 pipeline

Resume IQ7287
0100
Groundingevery claim traced to your resume
Voicesounds like you wrote it
Numbersno invented or inflated metrics

5 of 7 suggested changes passed all three guards. 0 fabrications. See what we skipped →

Your resume is never used for training. Your data stays yours.

  • Grounded in your real experience
  • Three-guard verification
  • Transparent rejections
  • Never used for training

How it works

One rewrite, three guards, nothing invented.

We parse both sides, tailor with a grounded model, then verify every single change in parallel before it reaches your screen.

Parse resume + jobExtract structure from both sides
TailorClaude Sonnet rewrites for the role, grounded
Three guards, in parallel
Fabrication guardRejects any claim it can't trace to your resume — new skills, tools, or achievements you never listed.Adds “Excel” you didn't have → surfaced as a gap, not a lie
Voice guardRejects rewrites that flatten your wording into generic AI phrasing or bolt on flowery, interpretive language.“Spearheaded transformative synergies” → rejected
Numerical guardRejects invented or altered numbers — percentages, dollar figures, team sizes, and dates.Inflates “15%” to “40%” → rejected
Grounded outputOnly changes that clear all three reach you

Every rejected change is logged with the guard’s reasoning — so you can open “see what we skipped” and read exactly why.

The guarantees

Five promises, enforced in code — not in a footnote.

Grounded edits

Every proposed change carries evidence from your resume. No supporting line, no change — it's rejected before you ever see it.

resumeEvidence required on every edit

Voice preserved

Tailoring sharpens your wording toward the role — it doesn't flatten you into generic AI phrasing or inflate with buzzwords.

Voice guard · rejects flattening

Numbers exact

Percentages, dollar figures, team sizes, dates. What you wrote is what ships — nothing invented, nothing rounded up.

Numerical guard · metrics locked

Transparent rejections

Open “see what we skipped” to read every change we rejected and the exact guard reasoning behind it. Nothing hidden.

Per-guard reasoning, logged

Gaps surfaced

Where your resume genuinely doesn't match the job, we tell you — as an honest gap to close, never a fabrication to paper over it.

Strong · partial · missing coverage

From one verified tailoring run — real figures, nothing rounded up

72 → 87

Resume IQ match lift

on the verified v1.2 run

0

Fabrications

every ungrounded change rejected

5 / 7

Changes grounded

the other 2 shown as skipped

3

Guards per change

fabrication · voice · numerical

Pricing

Free while we build. Fair when we launch.

Pricing isn’t finalized yet, so we’re not going to pretend it is. Early access is free — start now, and you’ll help shape what Pro becomes.

Free

$0

while in early access

The full wedge, honestly. Tailor a resume and see every guard at work.

  • Resume tailoring with three-guard verification
  • Match Meter score + projected gain
  • Transparent rejections with per-guard reasoning
  • Gaps surfaced against the job
  • Client-side PDF export
Get early access

Pro

Most wanted

Coming soon

priced at launch

For active job seekers running many roles at once.

  • Everything in Free
  • Unlimited tailorings
  • Cover letters, grounded the same way
  • Application tracking
  • Priority model access
Join the waitlist

Teams

Let's talk

coaches & bootcamps

For career coaches and programs supporting many candidates.

  • Everything in Pro
  • Multiple candidate workspaces
  • Shared templates & review
  • Usage insights
Contact us

Questions worth asking a resume tool.

Privacy & data

A resume is personal. We treat it that way.

The honesty guarantee extends past the output. Here’s exactly how your information is handled — in plain terms, not buried in a policy.

Never used for training

Your resume and the jobs you paste are never fed into model training — ours or anyone else's.

Stored to serve you only

We keep your data to power your own tailorings and history. That's the only reason it exists in our system.

You stay in control

Every change is yours to accept or reject, and your documents are yours to export or remove.

Detection stays internal

The AI-detection score we run on results is a private quality check — never surfaced, never shared with an employer.

Tailor honestly. Get the interview on your own record.

Upload a resume, paste a job, and watch three guards keep every edit grounded in the truth of your experience.

Get early access