Claude Prompt Library

Claude Prompts for Job Postings That Convert

20 copy-paste prompts

20 copy-paste Claude prompts for job posts that compete for attention: platform-specific copy, openers that stop scrolls, A/B variants, employer voice, and conversion-tracking-friendly structure.

Platform-Specific Posts

4 prompts

LinkedIn Job Post

1/20

[Paste JD]. Write a LinkedIn job post: hook line that stops scroll, 1-paragraph problem framing, role summary in 3 bullets, what makes us different (1 paragraph), comp range, application CTA. Under 250 words. Conversational not corporate.

Writes LinkedIn job posts.

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Pro tip: LinkedIn algorithm rewards engagement. Hook lines (question, contrarian claim, or bold stat) = comments + shares = wider reach. Corporate-speak posts get scrolled past.

Indeed Job Post

2/20

[Paste JD]. Adapt for Indeed: SEO-optimized title (specific role + location + level), comp range upfront (Indeed weights heavily), bulleted responsibilities (scannable), benefits + culture, simple application CTA. Indeed is search-driven; LinkedIn is feed-driven. Different optimization.

Adapts JDs for Indeed.

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Pro tip: Indeed = job search engine. Title + comp + location = ranking factors. Same JD on LinkedIn vs Indeed = different optimization. Indeed users come with intent; LinkedIn users discover passively.

Engineering Hire — Niche Boards

3/20

[Paste engineering JD]. Adapt for niche boards (HN, Hacker News Who's Hiring, Lobsters, specialized Slack jobs channels). Tone: respect technical reader, lead with stack + problem, no marketing fluff, specific tech challenges, salary range explicit, async-friendly framing if applicable.

Writes engineering posts for niche boards.

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Pro tip: Engineers see "rockstar" + "ninja" + "fast-paced" = run. Specific problems + specific stack + specific range = trust + apply. Their bullshit detector is high; respect it.

Sales Hire — Direct Channels

4/20

[Paste sales JD]. Write outreach copy for direct sales hiring: LinkedIn DM to prospects, email to recommended candidates, referral incentive copy, agency brief if using recruiter. Sales hires often passive — find them where they are.

Writes direct sales recruiting outreach.

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Pro tip: Top sales hires don't apply to job posts — they're recruited. Direct outreach > job board for sales roles. Job posting attracts the desperate or the bored; outreach reaches the strong + happy.

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Hooks + Openers

3 prompts

Hook Variant Generator

5/20

[Paste role description]. Generate 5 different opener hook lines: contrarian claim, problem-first framing, founder-voice personal, mission-led, contrast against competitors. Each under 25 words. Tag which audience each works for. I'll pick + iterate.

Generates 5 opener variants.

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Pro tip: Same role can be sold 5 different ways. Test which hook attracts your target. Mission-led for nonprofit; contrarian for startup; problem-first for technical hires. Match the tone to the audience you want.

Anti-Listicle Opener

6/20

[Paste JD]. Write an opener that AVOIDS clichés: no "we're looking for a passionate...", no "fast-paced startup", no "rockstar", no "amazing team", no "competitive comp + benefits." Original voice. The role compelling on its merits, not buzzwords.

Writes job posts without clichés.

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Pro tip: Cliché openers = candidates auto-skip (signal of generic company). Banning the clichés forces specifics. Specifics = differentiation = attention.

Problem-Led Opener

7/20

Problem-led opener for [role]. Format: 1 sentence describing the actual problem this role solves, 1 sentence on consequences if unsolved, 1 sentence on why this is hard, 1 sentence on what success looks like. Then transition into role. Engineer + product hires respond strongly to problem framing.

Writes problem-first openers.

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Pro tip: Operators want problems, not jobs. Problem-led openers attract people who self-identify as the solver. Mission + comp + perks attract people who want a job.

A/B Variants + Optimization

3 prompts

3 Variants for A/B Testing

8/20

[Paste base job post]. Create 3 variants for A/B testing different angles: (A) prestige-led ("join the team that built X"), (B) impact-led ("ship products X people use"), (C) growth-led ("learn from team that did X, ship Y"). Same role, different draws. Track which converts higher.

Creates 3 testing variants.

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Pro tip: Different candidate types respond to different draws. Prestige = senior corporate. Impact = builders. Growth = ambitious mid-level. Testing = learn what your specific candidates respond to.

Conversion Audit

9/20

[Paste current job post + describe traffic + apply rate]. Audit for conversion: is the apply CTA visible enough? Is the comp upfront? Is the apply process visible (1-form vs multi-step)? Is the WIIFM (what's in it for me) clear in first 100 words? 5 specific changes ranked by impact.

Audits posts for conversion friction.

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Pro tip: "Got 1000 views, 5 applies" = conversion problem, not traffic problem. Most fixable: hidden comp, buried CTA, generic copy, multi-step application. Fix conversion before scaling traffic.

Headline Optimization

10/20

Optimize the job post title for [role]. Current: [paste]. Generate 5 alternatives optimized for: search engine matching (specific role keywords), candidate scan-ability (job + level + location), differentiator if helpful (remote / 4-day week / equity-heavy). Tag tradeoffs per variant.

Optimizes job post titles.

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Pro tip: Title is 80% of the click decision. Generic title = lost in feed. Specific title (role + level + 1 differentiator) = clicked. "Senior PM" vs "Senior PM, Remote, $180K-$220K, AI infra startup" = day vs night.

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Employer Brand + Voice

3 prompts

Employer Voice Calibration

11/20

[Paste 3-5 of our existing job posts + about page]. Synthesize our employer voice: tone (formal/casual), persona (founder-led / corporate / community), what we emphasize (mission/comp/team/growth), what we minimize, signature phrases. Output style guide for future posts.

Calibrates employer voice from existing content.

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Pro tip: Voice consistency = brand. Random tone post-to-post = candidates can't form impression. Style guide built from existing content = preserve voice as team grows + writes.

Diversity Outreach Post

12/20

Write a job post specifically distributed to diversity-focused channels (HBCU career sites, Lesbians Who Tech, /dev/color, etc.). Different from main post: explicit on inclusion practices, comp transparency, hiring committee diversity, support structure for underrepresented hires, what we DON'T want to be (avoid being patronizing).

Writes inclusive outreach posts.

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Pro tip: Generic "diverse candidates encouraged to apply" = read as performative. Specific commitments + concrete practices = read as genuine. Underrepresented candidates have seen the empty promise variant; specifics differentiate.

Remote-First Job Post

13/20

[Paste JD]. Adapt for remote-first audience. Different from in-office: timezone expectations, async vs synchronous norms, video meeting culture, equipment + stipend, retreat frequency, what "remote" actually means (anywhere / specific timezones / specific countries). Ambiguity hurts both sides.

Adapts JDs for remote-first audiences.

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Pro tip: "Remote" with no specifics = nightmare for both sides. Specific timezone bands + sync expectations + async ratio = candidates self-select correctly.

Specialty Posts

1 prompt

Apprentice / Bootcamp Hire Post

14/20

Write a post for hiring entry-level / apprentice / bootcamp grads. Different from senior post: framing on growth + mentorship, what we provide (training, mentor, projects), realistic expectations year 1, comp transparent (often where this category gets exploited), inclusion of non-traditional paths.

Writes apprentice/bootcamp hire posts.

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Pro tip: Junior posts often exploitative ("amazing learning opportunity, no pay"). Honest junior posts = attract self-respecting candidates who become stars. Generic exploitation = adverse selection (only those with no options apply).

Frequently Asked Questions

LinkedIn: 200-300 words. Indeed: 400-700 (search engine wants meat). Niche boards: 250-400. Internal: longer OK (existing trust). Anything over 1000 words = lost most readers regardless of platform.
Yes. Pay transparency laws are spreading; you'll comply soon anyway. Posts with comp get 30-50% more applies. Hidden comp = candidates assume the worst + skip.
Yes for high-volume roles. 3 variants × 1 week each = data on which angle converts best. For 1-off senior roles, test variants more on intuition since traffic is lower than statistical-significance threshold.
Re-write if open 30+ days without strong pipeline. Don't just re-post same copy — copy is signal. New copy = new candidates who skipped the first round (different hooks land for different folks).
JD = internal doc, comprehensive, formal. Job post = external marketing, focused, conversational. Same role; different documents. Confusing the two = posts that read like internal HR docs (boring + ignored).

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