How to Write a General Cover Letter (With Examples and Tips)
A general cover letter is a reusable base that you adjust for each role rather than drafting every letter from scratch. It can help when approaching staffing agencies, recruiter databases, or several employers within the same role family. Adapt the evidence and motivation to the actual recipient before sending it.
We built this guide on the 2026 evidence rather than on habit, and the evidence is messier than the advice mills suggest. Some of what passes for research on cover letters is vendor marketing recycled for a decade. What follows separates what we could verify from what we could not, then gives you a template and two worked examples.
What is a general cover letter?
A general cover letter is a role-agnostic professional letter that presents your qualifications and motivation without naming a specific employer, used as a reusable base you customise before sending.
Harvard’s Office of Career Services describes the underlying job plainly: the letter introduces you in narrative form alongside your resume, covering your qualifications and your interest in both the role and the organisation (Harvard OCS). A general letter does that job without the employer-specific layer.
The word “general” here means the letter is written for a type of employer rather than a named one. It is not a form letter. Form letters get mass-mailed with the recipient line left saying “Dear Sir or Madam.” A good general cover letter names a sector, a role family, and a value you actually hold, then leaves three labelled slots you swap per application.
Do employers still read cover letters in 2026?
Sometimes. The honest answer is that reading is inconsistent, and the reason has shifted away from enthusiasm and towards filtering.
The most quotable dismissal came from Judd Kessler, an economist at the Wharton School, in an interview with Fortune in March 2026. “I expect that in the not too distant future, cover letters are gone,” he said, predicting one of two outcomes: cover letters become universally required, machine-written and ignored, or employers stop requesting them once they realise they were not reading them properly (Fortune, 23 March 2026).
Kessler runs a research pipeline himself, which makes his account useful. He said that across fifteen years of selecting research assistants, “all of the best cover letters have come in the last 12 months.” The quality went up. The signal went down.
David Paffenholz, founder of the AI recruitment firm Juicebox, described the same squeeze from the recruiter side in Fast Company in July 2026. Candidate-side AI tools drove “a huge surge in volume of applications,” while recruiting teams were constrained in where they could apply AI tooling themselves. Application volume surged faster than the software recruiters use to read it (Fast Company, 9 July 2026).
Companies are now seeing “nearly three times as many applications for entry-level positions as in 2022,” and 90% of US employers use AI screening tools to sort and rank candidates — Stanford HAI, 21 May 2026 (Stanford HAI).
The 90% adoption estimate is background context reported by Stanford HAI, not a rate measured by the study of 150 employers. The study’s scale is a separate point. The underlying paper, Algorithmic Monocultures in Hiring, tracked 4 million applications from roughly 3.4 million people across 1,700 postings at 150 employers, all screened by algorithms from a single vendor (Stanford HAI). Fortune’s independent coverage puts the employer count at 156 and the position count at 1,746, with the vendor identified as Pymetrics (Fortune, 26 May 2026).
One detail from Fortune’s reporting deserves more attention than it got. Pymetrics does not read resumes at all. It screens candidates through online games measuring cognitive traits such as risk tolerance, processing speed and altruism. That study’s assessment setup should not be treated as evidence of how every ATS processes cover letters.
So: read sometimes, by some employers, in a way that no longer reliably sorts. The usefulness of a letter depends on the employer and application channel. Use it to explain relevant evidence and motivation that the resume alone may not convey.
Is the evidence on cover letters actually strong?
No, and we want to be straight about that. If you read a confident claim that cover letters triple interview rates, check whether the number traces to a career-services page, a résumé-writing vendor, or a study with a stated method. Most do not survive the second look.
Two pieces of behavioural research do hold up, and they point in opposite directions.
A 2025 study published in the International Journal of Selection and Assessment examined application materials and job search outcomes of 183 Canadian co-operative education students. Greater detail, clarity, and structure in resumes and cover letters were associated with higher interview rates and faster placement, even after accounting for several applicant characteristics and tailoring. Because the study was observational and limited to a specific student population, its findings should not be interpreted as proof that a general cover letter will improve every applicant’s results.
The second finding comes from a September 2026 working paper by Itai Ashlagi, Ramesh Johari, Jon Kleinberg, and Anushka Murthy. Their model treats application materials as noisy evidence about fit, and asks what happens when AI tools let every applicant tailor those materials cheaply. The answer is that materials carry less information, firms fall back on coarse observables like prior experience, and candidates without experience lose the individualised evidence that would have distinguished them (arXiv, 24 September 2026).
These sources address different questions: one reports associations in a student population, and the other models how cheap AI-assisted tailoring can reduce the informational value of applications. They support caution about generic claims, not a guaranteed effect of a reusable letter on interviews.
When should you use a general cover letter instead of a targeted one?
Use a general cover letter when the employer is unknown or the channel is indirect. Use a targeted one when you know the organisation and have thirty minutes.
| Dimension | General cover letter | Targeted cover letter |
|---|---|---|
| Names a specific employer | No | Yes |
| Names a specific role title | Optional, use a bracketed slot | Yes, exact title |
| Written from scratch each time | No, edited from a master | Yes |
| Best channel | Staffing agencies, recruiter databases, career fairs, cold email, referral asks | Direct applications to a named company |
| Time to produce | About 5 minutes per send | 30 to 60 minutes per send |
| Main risk | Reads as mass-distributed | Reads as formulaic if the research is thin |
| Signals | Consistency, readiness, fit with a role family | Fit with this organisation specifically |
Situations where a general letter is the right tool:
- You have registered with a staffing agency that will pitch you to multiple clients
- You are uploading to a recruiter database or an online talent community
- You are cold-emailing a hiring manager or a recruiter for the first time
- You are mailing a packet at a career fair where recruiters scan quickly and file most of it
- You are a career changer whose story does not fit one job title’s expected shape
- You are networking, and the letter arrives after a conversation rather than before it
One caveat on that last point. NACE member voices are openly sceptical of career fairs as a hiring mechanism, arguing the format has not changed while the market underneath it has (NACE, 30 April 2026). If you bring a general cover letter to a fair, treat the conversation as the deliverable and the letter as the thing they keep.
How long should a general cover letter be?
A one-page letter of roughly 250–400 words is a practical editorial guideline, not a universal hiring requirement. Follow the employer’s instructions for length and format, and use enough space to explain your most relevant evidence without repetition.
The support for that is more conventional than empirical. The UC Berkeley Career Center advises matching your cover letter’s format to your resume, including header, font, font size and margins. A letter that runs to two pages breaks the visual contract you just established.
What matters more than word count is paragraph count. Four paragraphs, each with one job, beats eight paragraphs of anything.
What should a general cover letter include?
Five blocks, in this order:
- A header with your name and contact details matching your resume
- A salutation and a single opening line that states the type of work you want
- A short paragraph on the kind of problem you solve, with one concrete achievement
- A paragraph on why this sector or role family interests you, tied to something real
- A close that invites a conversation, plus your signature
Note what is missing. There is no “to whom it may concern” in a letter that has a recipient, and no paragraph declaring that you have attached your resume, because everyone already knows.
The four-paragraph structure of a general cover letter
General cover letter structure: the opener names your target role family, the middle two paragraphs prove capability and motivation, and the close asks for a conversation.
- Opener (2 to 3 sentences). Name the work you want and the strongest credential that qualifies you. Make it possible for a recruiter filing this under “supply chain” to know instantly that it belongs there.
- Evidence (3 to 4 sentences). One achievement with a number, a scope or a duration. Connect it to the problem this role family solves, not to a task description.
- Motivation (3 to 4 sentences). Explain why this sector, at the level of problems rather than company values. A sentence about supply chains that actually interests you beats a sentence about “your commitment to innovation.”
- Close (2 sentences). Ask for a conversation and state your availability. Include a bracketed line the recipient can personalise in fifteen seconds if they want to.
How to write a general cover letter: six steps
- Write the evidence paragraph first. It is the hardest part and the only part that cannot be faked. Draft it before you know which employer you are writing to, then reuse it everywhere.
- Kill the adjective stack. Replace “results-driven and detail-oriented” with a single claim backed by evidence. The NACE Job Outlook 2026 Spring Update found employers overwhelmingly want demonstrated skills rather than listed ones; NACE’s analysis of its own data puts teamwork skills on the resume at 85% of employers (NACE, 20 April 2026).
- Build three bracketed slots.
[ROLE FAMILY],[SECTOR OR PROBLEM], and[SPECIFIC HOOK]sit at the top of the document. Every send, you overwrite them. - Cut it to one page. Then read it aloud. Anything you stumble over is not written well.
- Match the resume’s formatting. Same font, same margins, same header style, per Berkeley’s guidance.
- Personalise the hook even when the rest stays general. One true sentence about the recipient’s organisation costs you a minute and separates your letter from the pile.
The annotated general cover letter template
Copy this into a text file first. Editing directly in a word processor tends to hide length problems until the print preview.
================================================================
GENERAL COVER LETTER TEMPLATE
Suggested format: single-spaced, 11-12pt, 1-inch margins
File type: follow employer instructions (PDF, DOCX, or other accepted format)
Suggested length: 250-400 words / one page, unless instructed otherwise
================================================================
YOUR FULL NAME
City, Country | phone | email | linkedin.com/in/yourname
[ DATE ]
Dear [ HIRING MANAGER / RECRUITER NAME ],
[ OPENER — 2-3 sentences.
Name the role family you want and your strongest qualifying
credential. Example: "I'm a supply chain analyst who spent four
years cutting order errors by a third at a regional food
distributor." ]
[ EVIDENCE — 3-4 sentences.
One achievement with a number, a scope or a duration.
Connect it to the problem this role family exists to solve.
If you have no metrics, use scope or duration instead:
"ran a vendor base of 140 suppliers", "12-week turnaround". ]
[ MOTIVATION — 3-4 sentences.
Why this sector, described as a problem rather than a value.
[SPECIFIC HOOK] sits here: one true sentence about this
organisation, its market, or a product you have actually used. ]
I'd welcome a short conversation about where a background like
mine would be most useful. I'm available [YOUR AVAILABILITY],
and my resume covers the detail.
Kind regards,
YOUR FULL NAME
================================================================
WHAT EACH BRACKET IS FOR
[ DATE ] Today's date. Never reuse an old one.
[ HIRING MANAGER ... ] Use a real name when you have it.
Otherwise "Dear Hiring Manager" is
accepted practice, not a failure.
[ OPENER ] The filing label. Recruiters sort by
role family, so state it plainly.
[ EVIDENCE ] Relevant, verified achievements or
contributions supporting your application.
[ MOTIVATION ] Sector-level reasoning, plus your
one specific hook.
[ SPECIFIC HOOK ] Optional but strongly recommended.
Verify the detail before including it.
[ YOUR AVAILABILITY ] Notice period, start date, or
"from two weeks' notice".
================================================================
General cover letter examples
Both samples below are fictional. The people, employers and figures are invented for illustration.
Sample 1: career changer into operations
Marta Oliveira
Bristol, United Kingdom | +44 117 555 0142 |
marta.oliveira@example.com | linkedin.com/in/martaoliveira
8 October 2026
Dear Hiring Manager,
I'm a supply chain coordinator who spent five years running
fulfilment for an independent bakery before moving into
six years in secondary education, most recently running
timetabling for a 1,200-pupil secondary school.
I rebuilt the bakery's delivery routing across 46 depots and
cut late-order exceptions from 14% to 4% over two years. That
work is closer to what your operation does than my job title
suggests: a hard constraint set, tight deadlines, and a team
that has to trust the schedule. Timetabling taught me to hold
that same shape under pressure, in a setting where a mistake
is visible to parents rather than to a dashboard.
I like logistics because it is one of the few functions where
the work is measured honestly. Two of my three roles have put me
on the other side of that, and both were about making a promise
to a customer and keeping it. Operations is where that promise
is built, and I would rather work on the supply side of it than
the demand side.
I'd welcome a short conversation about where a background like
mine would be most useful. I'm available from four weeks'
notice, and my resume covers the detail.
Kind regards,
Marta Oliveira
Why it works: the opener names the role family for filing purposes, and the evidence paragraph reframes an unrelated career as transferable rather than apologising for it.
Sample 2: recent graduate with work experience registering with a staffing agency
In this fictional example, Daniel gained two years of relevant experience through part-time work and co-operative placements while completing his degree.
Daniel Reyes
Austin, Texas | +1 512 555 0177 |
daniel.reyes@example.com | linkedin.com/in/danielreyes
8 October 2026
Dear Hiring Manager,
I'm a data analyst with two years of experience turning messy
operational data into decisions, most recently at a mid-sized
healthcare provider where I built the staffing forecast used to
schedule 1,900 clinical shifts a fortnight.
My forecasting work replaced a spreadsheet process that was
roughly a week stale by the time anyone acted on it. Moving it
to a weekly model with confidence intervals brought that to two
days, and the scheduling team pulled forward a change to weekend
cover that had been quietly costing overtime for months. I
learned there that an analysis nobody acts on is decoration.
I'm interested in analytics roles in operations and supply
chain because those are the functions where a forecast has a
visible consequence within the same week. I enjoy the part of
the job where the model is right and someone is unhappy about
what it says.
I'd welcome a short conversation about where a background like
mine would be most useful. I can start in two weeks, and my
resume covers the detail.
Kind regards,
Daniel Reyes
These examples demonstrate how the same four-paragraph structure can support different professional backgrounds. The opening, supporting evidence, motivation, and closing should be adapted to the applicant’s experience and target roles. The examples are completed letters, not templates with three open brackets.
Do ATS systems read cover letters?
Some applicant tracking systems support cover letter uploads and structured text fields. For example, Greenhouse’s Job Board API accepts cover letters as file attachments or plain-text input. This is Job Board API documentation, not Harvest API documentation. It does not establish whether every uploaded letter is automatically parsed, scored, or used in candidate ranking. Those functions depend on the employer’s software configuration and recruitment workflow.
Applicant tracking systems differ in how they process application documents. Some primarily store and search text, while additional screening tools may analyse candidate information more extensively. There is no universal rule that a cover letter is automatically rejected because it lacks a particular keyword.
Follow the employer’s instructions and write the letter to communicate relevant evidence clearly, rather than chasing an assumed keyword threshold.
What mistakes get a general cover letter ignored?
| Instead of this | Write this | Why it matters |
|---|---|---|
| “I am writing to apply for the position advertised on your website” | “I’m a logistics coordinator who cut late-order exceptions by two-thirds at a regional distributor.” | The first sentence is identical for every applicant alive. The second gets filed. |
| “I am a hard-working, detail-oriented team player” | “Ran a vendor base of 140 suppliers across two depots.” | Berkeley’s guidance and NACE’s data both point the same way: evidence, not adjectives. |
| “Dear Sir or Madam” | “Dear [Hiring Manager name],” or “Dear Hiring Manager” | Berkeley’s FAQ explicitly names “Dear Hiring Manager” as the correct fallback. |
| “I have attached my resume for your review” | Delete the line | The resume is attached. Saying so wastes the reader’s first sentence. |
| Three paragraphs of company praise | One sentence about a problem the company has | Praise cannot be verified and cannot be falsified, so it carries no information. |
| A letter longer than one page | Cut to four paragraphs | Matches the visual contract set by your resume. |
Additional mistakes we see constantly:
- Sending the same file twice without changing a word. Reused wording may obscure individual experience or role fit; review the relevance before sending.
- Forgetting the date. A letter dated eight months ago signals a stale application, which is what it is.
- Resuming into the letter. The letter argues; the resume lists. Two documents doing one job halves the impact of each.
- Leaving the company name visible in a mail-merge field. It happens more often than anyone admits, and it can make the letter appear careless or addressed to the wrong employer.
How should I format and name the file?
Match your resume’s formatting exactly. Same typeface, same size, same margins, same header block. Berkeley’s Career Center is specific about this and treats it as a rule rather than a preference.
Follow the employer’s requested PDF, DOCX, or other supported file format. Use a clear filename so the resume and cover letter can be distinguished at a glance. For example, when PDF is accepted:
FirstnameLastname_CoverLetter.pdf
FirstnameLastname_Resume.pdf
Avoid spaces, parentheses and version numbers. “Daniel Reyes (cover letter) FINAL v2.pdf” tells a filing clerk that you have not finished thinking.
Application conventions vary internationally. In Germany, an Anschreiben is a conventional application cover letter, although individual employers may have different requirements. In Japan, a rirekisho is a standardised resume rather than a cover letter. Follow the documentation requirements of the relevant employer and country.
How do I adapt a general cover letter without rewriting it?
Five swaps, in order of impact:
- Replace
[ROLE FAMILY]. “Data analyst” and “operations analyst” send your letter to different people. - Replace
[SPECIFIC HOOK]. One verified sentence about the organisation’s product, market or a recent announcement. - Swap the evidence paragraph if you have a better story. Keep the four-paragraph shape, change the content.
- Fill in the salutation with a real name when you have one.
- Set the availability line. Notice periods vary more than any other variable in these letters.
Keep the overall structure if useful, but adapt the motivation whenever the target role or employer changes.
Should you attach a general cover letter to every application?
UC Berkeley recommends submitting a customised cover letter with every application, including when the employer marks it optional. In practice, applicants may need to prioritise their time, especially when managing a high volume of applications. When a cover letter is required, submit one. When optional, consider whether it can add meaningful information beyond your resume, while recognising that universities and employers may recommend different approaches. This practical time-allocation advice is distinct from Berkeley’s recommendation.
Frequently asked questions
What is the difference between a general and a targeted cover letter?
A general cover letter is written for a role family and reused. A targeted cover letter is written for one named organisation and one named role. The general version is faster; the targeted version is more persuasive. Use general when you cannot research the employer or are working through an intermediary such as a staffing agency.
Is a general cover letter enough for a career change?
Yes, provided the evidence paragraph does the heavy lifting. Sample 1 above is a career-change letter that works because it reframes six years in education as evidence for supply chain work rather than explaining why the candidate changed direction. The letter is not apologising. It is translating.
Can I reuse a general cover letter word for word across applications?
You can reuse accurate background material, but review the role, recipient, employer name, evidence, and motivation for each application. An unchanged letter may be less relevant; the cited sources do not establish that reuse will necessarily be discovered or automatically cost an interview.
Do general cover letters work for cold email outreach?
Better than most alternatives, because the letter lets you prove a claim without asking for a meeting in the same breath. Attach it, keep it short, and make the hook paragraph do the persuading. Then follow up once.
Sources
- Nature Careers — “How and when to use artificial intelligence in your science job application”, 10 August 2026 — https://www.nature.com/articles/d41586-026-02435-2
- Fast Company, Rebecca Heilweil — “The cover letter is officially dead: AI has created a new job-hunting paradox”, 9 July 2026 — https://www.fastcompany.com/91570917/the-cover-letter-is-officially-dead-ai-has-created-a-new-job-hunting-paradox
- Fortune, Catherina Gioino — “‘AI killed the cover letter.’ This Wharton economist says the hiring ritual’s days are numbered”, 23 March 2026 — https://fortune.com/2026/03/23/is-the-cover-letter-dead-ai-writing-for-ai/
- Fortune — “Largest study of AI hiring algorithms to date finds ‘clear racial disparities’”, 26 May 2026 — https://fortune.com/2026/05/26/ai-hiring-algorithm-racial-disparities-pymetrics-stanford-study/
- Stanford HAI — “AI Hiring Tools Can Yield Racial Bias and Systemic Rejection”, 21 May 2026 — https://hai.stanford.edu/news/ai-hiring-tools-can-yield-racial-bias-and-systemic-rejection
- Indeed Hiring Lab, Cory Stahle — “August 2026 JOLTS Report: Little Change, Limited Dynamism”, 29 September 2026 — https://hiringlab.org/2026/09/august-2026-jolts-report/
- Indeed Hiring Lab, Cory Stahle — “September 2026 Jobs Report: Steadiness Without a Spark”, 2 October 2026 — https://hiringlab.org/2026/10/september-2026-jobs-report/
- International Journal of Selection and Assessment — Timothy G. Wingate, Chet Robie, Deborah M. Powell & Joshua S. Bourdage, “The Signals That Matter: Resumes, Cover Letters, and Success on the Job Search”, August 2025 — https://doi.org/10.1111/ijsa.70022
- Itai Ashlagi, Ramesh Johari, Jon Kleinberg & Anushka Murthy — “Can Labor Markets Function in the Age of AI? The Evaluation Bottleneck in Hiring”, arXiv, 24 September 2026 — https://arxiv.org/abs/2609.30058
- National Association of Colleges and Employers (NACE) — “Job Outlook 2026: Spring Update”, April 2026 — https://www.naceweb.org/research/reports/2026/job-outlook/spring-update/
- NACE, Kevin Gray — “The Key Skills Employers Seek on College Students’ Resumes”, 20 April 2026 — https://www.naceweb.org/talent-acquisition/candidate-selection/the-key-skills-employers-seek-on-college-students-resumes
- NACE — “Trends & Predictions: Talent Acquisition”, 2026 — https://www.naceweb.org/talent-acquisition/trends-and-predictions
- NACE, Brandon Prew — “We’ve Outgrown the Career Fair—So Why Are We Still Doing Them?”, 30 April 2026 — https://www.naceweb.org/talent-acquisition/trends-and-predictions/weve-outgrown-the-career-fair-so-why-are-we-still-doing-them
- Harvard College Office of Career Services — “Create a Resume/CV or Cover Letter” — https://ocs.fas.harvard.edu/resumes-cvs-cover-letters
- UC Berkeley Career Center — “Cover Letter” — https://career.berkeley.edu/cover-letter
- Yale Office of Career Strategy — “Resumes” — https://ocs.yale.edu/channels/resumes/
- Greenhouse — Job Board API documentation (cover letter inputs) — https://developers.greenhouse.io/job-board.html
- National Careers Service (UK Government) — “Application form advice” — https://nationalcareers.service.gov.uk/careers-advice/application-forms