…
etc. Use headings:…
. Title line: “Title: …” plain heading? They say start with the title as a plain heading (e.g., “Title: …\n\n”), then HTML content. So first line: Title: Prompt Engineering for Resume Writers: Getting Consistent, High-Quality Output (must include “AI” and “ai” in title). So include both uppercase AI and lowercase ai? Title must be SEO-friendly, include “AI” and “ai”. Could be: “Title: AI-Powered Prompt Engineering for Resume Writers: Getting Consistent, High-Quality Output”. That includes AI but not lowercase ai. Need both. Could do: “Title: AI and ai Prompt Engineering for Resume Writers: Getting Consistent, High-Quality Output”. That includes both AI and ai. Good. Now content: 450-500 words. Must be concise, each sentence adds value. Use facts from e-book: prompt categories, examples, metrics. Need to include actionable content. Use headings maybe: Introduction, Prompt Categories, Real-World Example, Measuring Success, Best Practices. Use HTML paragraphs. We need to count words. Let’s draft ~470 words. We’ll write HTML with comments. Ensure no placeholders. Provide e-book promotion paragraph at end exactly as given. Let’s draft then count words. Draft:Freelance resume writers can boost throughput and quality by turning prompt engineering into a repeatable system.
Start by defining prompt categories that match each resume section you rewrite.
Prompt Categories to Create
Keyword extraction: “Extract the top 15 keywords from this job description and categorize them as hard skills, soft skills, and tools.”
Keyword inclusion: “Include at least three of the following keywords: [list].”
Bullet point rewrite: “Rewrite these bullets to include [N] keywords from the JD, using STAR format.”
Bullet list formatting: “Output the rewritten bullets as a numbered list.”
Format rules: “Use bullet points. Start each bullet with a strong action verb. Keep each bullet to one line.”
Length constraint: “Limit each bullet to 15‑20 words.”
Plain text output: “Return only the rewritten bullets, one per line, with no additional commentary.”
Skills section optimization: “Reorder this skills list to prioritize keywords from the JD. Remove any skills not mentioned in the JD.”
Summary/professional profile: “Write a 3‑sentence professional summary that includes [N] keywords and highlights [specific achievement].”
ATS compatibility check: “Review this resume for ATS compatibility. List any missing keywords, formatting issues, or weak phrases.”
Avoidance: “Do not use first‑person pronouns. Do not include soft skills unless they appear in the job description.”
Real‑World Example
For a marketing manager JD, you run the keyword extraction prompt, get 15 terms (e.g., SEO, Google Analytics, Campaign Management, Budgeting, Team Leadership). Then you feed the bullet point rewrite prompt with N=4, asking for STAR‑styled bullets that embed those four keywords. The format rules and length constraints keep each bullet crisp, and the plain‑text output lets you paste directly into the resume template.
Measuring Success
Track keyword match rate: aim for ≥80% of JD keywords appearing in the final bullets.
Monitor edit time: target under five minutes per bullet after AI generation.
Check consistency: run the same prompt on three different JDs; if output quality varies, refine the prompt wording or add clarifying constraints.
Correlate with client results: record interview invitations before and after using the automated workflow; a rise indicates the prompts are delivering ATS‑friendly, recruiter‑ready content.
Best Practices for Storing and Reusing Prompts
Save each category as a labeled snippet in a text‑expander tool or a dedicated prompt library.
Version‑control changes: when you tweak a prompt, note the date and the metric that motivated the edit.
Batch‑process multiple resumes by running the extraction prompt once per JD, then applying the rewrite and formatting prompts to each bullet list.
By systematizing prompt engineering, freelance resume writers achieve consistent, high‑quality output while cutting manual editing time.
For a comprehensive guide with detailed workflows, templates, and additional strategies, see my e-book: AI for Freelance Resume Writers: How to Automate Job Description Analysis and Keyword Optimization.
Now need to count words. Let’s count manually. I’ll copy text and count. Title line: “Title: AI and ai Prompt Engineering for Resume Writers: Getting Consistent, High-Quality Output” Words: Title:(1) AI(2) and(3) ai(4) Prompt(5) Engineering(6) for(7) Resume(8) Writers:(9) Getting(10) Consistent,(11) High-Quality(12) Output(13). So 13 words. Now paragraphs. I’ll count each paragraph content. Paragraph 1: “Freelance resume writers can boost throughput and quality by turning prompt engineering into a repeatable system.” Words: Freelance1 resume2 writers3 can4 boost5 throughput6 and7 quality8 by9 turning10 prompt11 engineering12 into13 a14 repeatable15 system16. =>16 Paragraph 2: “Start by defining prompt categories that match each resume section you rewrite.” Words: Start1 by2 defining3 prompt4 categories5 that6 match7 each8 resume9 section10 you11 rewrite12. =>12 Heading: “Prompt Categories to Create” not counted? Usually headings count as words but we need total words of article. We’ll count them. Heading words: Prompt1 Categories2 to3 Create4 =>4 Now each bullet paragraph after heading. Bullet 1: “Keyword extraction: “Extract the top 15 keywords from this job description and categorize them as hard skills, soft skills, and tools.”” Let’s count: Keyword1 extraction:2 “Extract3 the4 top5 156 keywords7 from8 this9 job10 description11 and12 categorize13 them14 as15 hard16 skills,17 soft18 skills,19 and20 tools.”21 =>21 Bullet 2: “Keyword inclusion: “Include at least three of the following keywords: [list].”” Count: Keyword1 inclusion:2 “Include2? Wait recount. Keyword1 inclusion:2 “Include3 at4 least5 three6 of7 the8 following9 keywords:10 [list].”11 =>11 Bullet 3: “Bullet point rewrite: “Rewrite these bullets to include [N] keywords from the JD, using STAR format.”” Count: Bullet1 point2 rewrite:3 “Rewrite4 these5 bullets6 to7 include8 [N]9 keywords10 from11 the12 JD,13 using14 STAR15 format.”16 =>16 Bullet 4: “Bullet list formatting: “Output the rewritten bullets as a numbered list.”” Count: Bullet1 list2 formatting:3 “Output4 the5 rewritten6 bullets7 as8 a9 numbered10 list.”11 =>11 Bullet 5: “Format rules: “Use bullet points. Start each bullet with a strong action verb. Keep each bullet to one line.”” Count: Format1 rules:2 “Use3 bullet4 points.5 Start6 each7 bullet8 with9 a10 strong11 action12 verb.13 Keep14 each15 bullet16 to17 one18 line.”19 =>19 Bullet 6: “Length constraint: “Limit each bullet to 15‑20 words.”” Count: Length1 constraint:2 “Limit3 each4 bullet5 to6 15‑207 words.”8 =>8 Bullet 7: “Plain text output: “Return only the rewritten bullets, one per line, with no additional commentary.”” Count: Plain1 text2 output:3 “Return4 only5 the6 rewritten7 bullets,8 one9 per10 line,11 with12 no13 additional14 commentary.”15 =>15 Bullet 8: “Skills section optimization: “Reorder this skills list to prioritize keywords from the JD. Remove any skills not mentioned in the JD.”” Count: Skills1 section2 optimization:3 “Reorder4 this5 skills6 list7 to8 prioritize9 keywords10 from11 the12 JD.13 Remove14 any15 skills16 not17 mentioned18 in19 the20 JD.”21 =>21 Bullet 9: “Summary/professional profile: “Write a 3‑sentence professional summary that includes [N] keywords and highlights [specific achievement].”” Count: Summary/professional1 profile:2 “Write3 a4 3‑sentence5 professional6 summary7 that8 includes9 [N]10 keywords11 and12 highlights13 [specific14 achievement].”15 =>15 Bullet 10: “ATS compatibility check: “Review this resume for ATS compatibility. List any missing keywords, formatting issues, or weak phrases.”” Count: ATS1 compatibility2 check:3 “Review4 this5 resume6 for7 ATS8 compatibility.9 List10 any11 missing12 keywords,13 formatting14 issues,15 or16 weak17 phrases.”18 =>18 Bullet 11: (Avoidance) “Avoidance: “Do not use first‑person pronouns. Do not include soft skills unless they appear in the job description.”” Count: Avoidance:1 “Do2 not3 use4 first‑person5 pronouns.6 Do7 not8 include9 soft10 skills11 unless12 they13 appear14 in15 the16 job17 description.”18 =>18 Now heading “Real‑World Example”: words: Real‑World1 Example2 =>2 Paragraph after that: “For a marketing manager JD, you run the keyword extraction prompt, get 15 terms (e.g., SEO, Google Analytics, Campaign Management, Budgeting, Team Leadership). Then you feed the bullet point rewrite prompt with N=4, asking for STAR‑styled bullets that embed those four keywords. The format rules and length constraints keep each bullet crisp, and the plain‑text output lets you paste directly