Prompt Details
Model
Chat - (gpt-6-luna)
Token size
1,571
Example input
[job_post]: Glowhaus (DTC skincare brand) is looking for a freelance email copywriter for our weekly newsletter: 4 emails per month, 500–700 words each, written in our brand voice. We provide a product brief and a voice guide for every send, plus performance data from previous campaigns. Rate: $350 per email, invoiced monthly, paid Net 15. Initial term 6 months, with a review at month 3. Please share 2 published email samples. You'd be working with our marketing manager, who briefs and approves all copy.
Example output
STAGE 0 — POST SNAPSHOT
- Role and deliverables: "freelance email copywriter for our weekly newsletter: 4 emails per month, 500–700 words each"
- Stated pay: "Rate: $350 per email, invoiced monthly, paid Net 15"
- Deadline / cadence: "weekly newsletter: 4 emails per month"
- Materials provided: "We provide a product brief and a voice guide for every send, plus performance data from previous campaigns"
- Requirements: "Please share 2 published email samples"
- Terms: "Initial term 6 months, with a review at month 3"; approver: "our marketing manager, who briefs and approves all copy"; revision rounds: (NOT IN POST); contract/rights: (NOT IN POST)
STAGE 1 — RATE REALITY CHECK
Effective per-piece rate: $350 per email. At 500–700 words that is $350 / 500 = $0.70 per word to $350 / 700 = $0.50 per word. Reference band for email/newsletter copy: $200–$600 per email, midpoint $400. $350 is $50 below the midpoint, i.e. 12.5% below midpoint, but inside the band. Grade: WITHIN MARKET. Assumption: 2–4 hours per email including research and revisions gives an effective $87.50–$175 per hour. Monthly total: 4 × $350 = $1,400; 6-month term total: $8,400.
STAGE 2 — CONTRADICTION & GAP SCAN
(a) No internal contradictions found. The "weekly newsletter" / "4 emails per month" wording is a loose monthly cadence, not a contradiction, and the month-3 review is a check-in inside a stated 6-month term.
(b) Missing decisions: revision rounds — (NOT IN POST); who approves the work — Present ("marketing manager, who briefs and approves all copy"); payment timing — Present ("invoiced monthly, paid Net 15"); payment method — (NOT IN POST); kill fee / cancellation terms — (NOT IN POST); IP/ownership terms — (NOT IN POST); source materials provided — Present; start date — (NOT IN POST); contract or agreement — (NOT IN POST).
STAGE 3 — RED FLAG SCAN
No flags fired. RF-1: not triggered — the work is paid at $350 per email. RF-2: not triggered — no exposure or future work offered instead of payment. RF-3: not triggered — only existing samples are requested ("Please share 2 published email samples"), no new unpaid test work. RF-4: not triggered — payment is "invoiced monthly, paid Net 15", not after a full large batch. RF-5: not triggered — deliverables are quantified (4 emails, 500–700 words). RF-6: not triggered — no rights claim in the post. RF-7: not triggered — the client is named (Glowhaus). RF-8: not triggered — no unlimited revisions or availability demands.
STAGE 4 — SCORECARD AND VERDICT
VERDICT: APPLY WITH CONDITIONS — 74/100
- Rate adequacy: 20/30 — $350 is within the $200–$600 band but below the $400 midpoint.
- Scope and terms clarity: 12/20 — deliverables are stated, but revision terms are missing.
- Payment safety: 12/20 — timing is stated ("paid Net 15") with a mild lag; method is unstated.
- Client signals: 15/15 — named client, specific brief, realistic expectations.
- Strategic value: 15/15 — ongoing work: "Initial term 6 months".
STAGE 5 — ACTION PACK
(a) Three questions: 1. How many revision rounds are included per email, and how are revisions beyond that handled? 2. What payment method do you use, and what is the start date and the exact delivery date for each email? 3. What are the cancellation / kill-fee terms if a month is paused, and is there a written agreement covering IP and ownership?
(b) Negotiation script: "I'd like to confirm that each email includes two revision rounds and that approval rests with the marketing manager, so we can keep the weekly cadence on track. I'm happy to work on the $350-per-email rate, with invoicing monthly and payment on Net 15, as long as the delivery date per email and the handling of a paused or cancelled month are agreed in the email agreement. If any changes are needed beyond the two revision rounds we agree, I'm happy to scope those as additional work. Once the revision and termination arrangements are confirmed, I'm ready to start, with the month-3 review as a check-in on the first quarter's performance."
(d) Proposal lead: Lead with proven weekly-newsletter results in the client's voice, backed by the two published email samples.
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GPT-6-LUNA
Paste any freelance job post and audit it before you apply. This prompt runs a fixed 5-stage evaluation: a rate reality check against market reference bands, a contradiction and missing-terms scan, a coded red-flag taxonomy (RF-1 to RF-8), and a weighted scorecard out of 100 that ends in a verdict — Apply, Apply With Conditions, Negotiate First, or Decline. It finishes with the three questions to ask the client, a negotiation script, and a polite decline script for posts that fail.
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