…
)”. So we need to use that format for each paragraph/heading. Probably we need to include those WP block comments. We’ll produce a few sections: title line, then maybe an h2 heading, then paragraphs. We must include the e-book promotion paragraph at the end with given link. We must count words between 450-500 inclusive. Let’s aim for about 470 words. We need to include the facts from e-book: checklist for manual verification, checklist for voice review, formatting checklist, Pass 1-4, pitfalls, when to use it. Must incorporate these specifics. We need to write as plain HTML paragraphs and headings. Likely each paragraph wrapped in…
. Headings maybe…
. We must not use placeholders. Must be actionable. Let’s draft content ~470 words. First, compute words. We’ll write then count. Title line: “Title: AI-Powered Quality Control Workflow for Solo Freelance Grant Writers” That’s maybe 9 words? Actually “Title:” counts as a word? We’ll count later. Then blank line. Then HTML. We’ll produce:Why a Quality‑Control Pass Matters
Then paragraph. We need to include checklist items etc. Let’s write content and then count. I’ll draft in a text editor mentally. Title line: Title: AI-Powered Quality Control Workflow for Solo Freelance Grant Writers Now content. We’ll start with heading level 2. Paragraph 1: Introduce need. Paragraph 2: Outline the four-pass workflow. Paragraph 3: Pass 1 details. Paragraph 4: Pass 2 details. Paragraph 5: Pass 3 details. Paragraph 6: Pass 4 details. Paragraph 7: Pitfalls and how to avoid. Paragraph 8: When to use the workflow (after Pass 1). Paragraph 9: Quick checklist summary. Paragraph 10: Encourage to adopt and promote e-book. We need to ensure we include the specific checklist items: “Checklist for manual verification:”, “Checklist for voice review:”, “Formatting checklist:”, and the bullet points from “When to use it:” etc. We need to embed those as plain text. Let’s write. I’ll write each block with WP comments. We’ll need to count words. Let’s draft then count. Draft:Why a Quality‑Control Pass Matters
AI can draft grant narratives fast, but solo freelancers must verify every claim before submission. A structured quality‑control workflow catches errors, aligns voice with the nonprofit, and ensures funder compliance.
The Four‑Pass Review Process
Pass 1: Structural Integrity Check – confirm headings, section order, and that all required components (problem statement, objectives, budget narrative) are present.
Pass 2: Fact‑Checking and Accuracy Audit – verify every numeric claim, named entity, and quoted source.
Pass 3: Voice and Alignment Review – read the draft aloud, match tone to the nonprofit’s brand, and ensure alignment scoring reflects the funder’s priorities.
Pass 4: Compliance and Formatting Final Pass – apply the formatting checklist, check page limits, font, spacing, and that all headings are correctly numbered (e.g., 1.0, 1.1, 1.2).
Checklists to Use
Checklist for manual verification: [ ] All headings correctly numbered; [ ] Historical references match the nonprofit’s actual founding date; [ ] Requested budget matches the budget narrative; [ ] Program timelines align with the AI’s project timeline section.
Checklist for voice review: [ ] Language mirrors the nonprofit’s past successful proposals; [ ] No jargon unfamiliar to the target audience; [ ] Tone is confident yet humble; [ ] Key impact phrases appear in each section.
Formatting checklist: [ ] Consistent heading numbering (1.0, 1.1, 1.2); [ ] Correct font size and type per funder guidelines; [ ] Proper margin and line spacing; [ ] Page count within limits; [ ] All tables and figures labeled correctly.
Common Pitfalls and How to Avoid Them
Pitfall 1: The AI draft includes a statistic you can’t verify – trace the number to its source or replace it with a verified figure from the nonprofit’s annual report.
Pitfall 2: You find contradictory claims across sections – create a master fact table and edit the draft so every section references the same numbers.
Pitfall 3: Two of your clients have similar AI‑generated language – run a plagiarism check and rewrite overlapping sentences to preserve each organization’s unique voice.
Pitfall 4: The funder’s guidelines have changed since the AI template was built – before Pass 4, download the latest RFP and update any outdated requirements.
When to Use This Workflow
Use it after you’ve completed Pass 1 and have the full draft ready. Paste the text into your verification tool and focus on:
• Claims with numbers (percentages, dollar amounts, dates)
• Named entities (organization names, legislation, program names)
• Quotes from research or reports (e.g., “According to a 2022 USDA study…”)
• Compare data points (e.g., number of people served) with the nonprofit’s annual report or your historical data.
• Confirm program timelines align with the AI’s project timeline section.
• Verify any funding amounts (e.g., requested budget matches the budget narrative).
• All headings are correctly numbered (e.g., 1.0, 1.1, 1.2).
• Any historical references (e.g., “since our founding in 2005”) match the nonprofit’s actual founding date.
For a comprehensive guide with detailed workflows, templates, and additional strategies, see my e-book: AI for Solo Freelance Grant Writers for Nonprofits: How to Automate Funder Research, Alignment Scoring, and Drafting of Grant Narratives from Past Successful Proposals.
Now we need to count words. We must count words in the entire output after the title line? The instruction: “Write a concise 450-500 word WordPress blog post in HTML format”. Likely the word count includes everything after the title line? Usually includes the whole article content, maybe excluding the title line? Safer to count everything after “Title: …” line, including headings and paragraphs. But we can include title line in count; just ensure total 450-500. Let’s count words manually. I’ll copy the text into a counting mental process. First, title line: “Title: AI-Powered Quality Control Workflow for Solo Freelance Grant Writers” Words: Title:(1) AI-Powered(2) Quality(3) Control(4) Workflow(5) for(6) Solo(7) Freelance(8) Grant(9) Writers(10). So 10 words? Actually “Title:” counts as a word? Let’s list: Title:” attached to treat “Title:” as one word. So we have: Title:(1) AI-Powered(2) Quality(3) Control(4) Workflow(5) for(6) Solo(7) Freelance(8) Grant(9) Writers(10). So 10 words. Now we need to count the rest. I’ll go paragraph by paragraph. I’ll write a simplified version without HTML tags for counting? But tags are not words. We’ll count only visible words. Let’s extract visible text. After title line blank line. Heading: “Why a Quality‑Control Pass Matters” Words: Why(1) a(2) Quality‑Control(3) Pass(4) Matters(5). =>5 Paragraph: “AI can draft grant narratives fast, but solo freelancers must verify every claim before submission. A structured quality‑control workflow catches errors, aligns voice with the nonprofit, and ensures funder compliance.” Count words: AI(1) can2 draft3 grant4 narratives5 fast,6 but7 solo8 freelancers9 must10 verify11 every12 claim13 before14 submission.15 A16 structured17 quality‑control18 workflow19 catches20 errors,21 aligns22 voice23 with24 the25 nonprofit,26 and27 ensures28 funder29 compliance30. =>30 words. Next heading: “The Four‑Pass Review Process” Words: The1 Four‑Pass2 Review3 Process4 =>4 Paragraph1 Pass1: “Pass 1: Structural Integrity Check – confirm headings, section order, and that all required components (problem statement, objectives, budget narrative) are present.” Count: Pass1:1 Structural2 Integrity3 Check4 –5 confirm6 headings,7 section8 order,9 and10 that11 all12 required13 components14 (problem15 statement,16 objectives,17 budget18 narrative)19 are20 present21. =>21 Paragraph2 Pass2: “Pass 2: Fact‑Checking and Accuracy Audit – verify every numeric claim, named entity, and quoted source.” Count: Pass1? Actually “Pass”: let’s count: Pass1? We’ll count from start: Pass1? Actually it’s “Pass 2:” So words: Pass1? Let’s just count: Pass(1) 2:(2) Fact‑Checking(3) and(4) Accuracy(5) Audit(6) –7 verify8 every9 numeric10 claim,11 named12 entity,13 and14 quoted15 source16. =>16 Paragraph3 Pass3: “Pass 3: Voice and Alignment Review – read the draft aloud, match tone to the nonprofit’s brand, and ensure alignment scoring reflects the funder’s priorities.” Count: Pass(1) 3:(2) Voice(3) and(4) Alignment(5) Review