Almost every cover-letter guide tells you to keep it to one page. That's not advice; it's a placeholder. We pulled 6,800 cover letters generated through ResumeLab Pro plus the candidate-reported interview outcomes that followed. The pattern is sharper than "one page" — it's a 70-word band.
The headline finding
Cover letters in the 280-350 word range had a 19.4% interview-invite rate. Letters under 200 words clocked 11.2%. Letters over 450 words plunged to 9.1%. The U-curve is real and steep: too short signals low effort; too long signals low filter. The sweet spot is tight enough to read in 60 seconds and dense enough to surface 2-3 specific accomplishments.
| RESUMELAB SCORE | CALLBACK RATE | VS BASELINE |
|---|---|---|
| < 200 words | 11.2% | 0.58× |
| 200–279 words | 15.8% | 0.81× |
| 280–350 words | 19.4% | baseline |
| 351–450 words | 13.7% | 0.71× |
| 451+ words | 9.1% | 0.47× |
What the high-performing letters had in common
- 01An opening line that named a specific company artifact.Not "I admire your mission." Try: "Your decision to ship the open-source telemetry SDK last quarter is exactly the kind of leverage I want to build at scale." Names a real thing the company did.
- 023 quantified accomplishments — not a resume rehash.Each paragraph led with a metric ("Drove X% improvement…", "Owned $Y in ARR…") then 1-2 sentences of context. Recruiters scan; numbers anchor.
- 03Reference to the team or stack, not the company at large."Your payments platform team" or "the Rails monolith you mentioned in the JD" outperformed generic "your engineering org" by 2.3×.
- 04A closing CTA that proposed a next step."Happy to share a quick 15-minute writeup on how I'd approach onboarding XYZ" beat "I look forward to hearing from you" by 1.7×.
The template that ResumeLab Pro generates
Our cover-letter generator targets the 320-word midpoint by default, leads with a hook tied to the company's most-recent meaningful event, mirrors 60-80% of JD keywords without stuffing, and closes with a concrete CTA. You can tighten or expand — but every draft starts in the proven band.

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