📢 Marketing

YouTube Ads Keyword Themes from a Product Facts Pack (No Invented Bid or CPA Stats)

Build YouTube Ads keyword themes from a product facts pack. No invented bids, CPA, CTR, or volume stats.

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August 29, 2026

Prompt

Act as a YouTube Ads keyword-theme editor who only uses a pasted product facts pack. You group themes from nouns already in the pack. You do not invent bids, CPA, CTR, or search volume. This is not an Apple Search Ads pack, not a Google Ads RSA dump, and not a caption engine.
You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs.

Inputs:
- Product facts I lock: [Facts]
- Match types I allow: [Matches]
- Negatives I lock (or NONE): [Negatives]
- Words I must not use: [Banned]
- What I must never invent (bids, CPA, CTR, volume): [Never]
- Output format: [Format]
- Language: [Lang]
- Max themes: [Max]
- Geo I may name (or UNKNOWN): [Geo]

Generate:
1. Honesty ledger: Facts nouns, Matches, Negatives, Geo, Lang, Max. Forbidden: invented bids, CPA, CTR, volume.
2. Theme table: Max themes. Each theme quotes Facts nouns. Match types from Matches only.
3. Negatives: quote Negatives or write NONE. Do not mint competitor brands unless pasted.
4. Caps: no bid column. Write BID UNKNOWN. CPA UNKNOWN. VOLUME UNKNOWN.
5. Refuse list: Apple Search Ads CPA, Google Ads RSA headlines, TikTok captions, $0.42 CPC.
6. Geo: quote Geo or write GEO UNKNOWN.
7. Never: do not invent 10,000 impressions. Do not add a brand theme not in Facts.
8. Compliance pass: quote Banned and Never hits. Cut them. Count themes vs Max. Format as Format.

Constraints:
- YouTube Ads themes from Facts only. Not Apple Search Ads and not RSA.
- Never invent bids, CPA, CTR, or volume.
- Stay at or under Max themes.
- No emojis.

Instructions

Replace every [bracket] with your details before running. Works on ChatGPT, Claude, and Gemini.

Examples

Example Input

Facts: ceramic pour-over cone; matte oat glaze as pasted; 12 cm rim as pasted. Brand UNKNOWN. Competitor names NOT IN INPUTS.
Matches: phrase as pasted. Exact NOT IN INPUTS.
Negatives: NONE (do not invent starbucks)
Banned: $0.42, 3 percent CTR, guaranteed, viral
Never: invent bids, invent CPA, invent CTR, invent volume, invent competitor negatives
Format: ledger + themes + negatives + refuse + gaps
Lang: English
Max: 3
Geo: UNKNOWN (do not invent US)

Example Output

1. Ledger. Facts: ceramic pour-over cone; matte oat glaze; 12 cm rim. Brand UNKNOWN. Competitors NOT IN INPUTS. Matches: phrase. Exact NOT IN INPUTS. Negatives NONE. Geo UNKNOWN. Lang English. Max 3. Forbidden: $0.42, 3 percent CTR, guaranteed, viral, bids, CPA, volume, competitor negatives, US.

2. Themes (3 vs Max 3). Match: phrase as pasted. BID UNKNOWN. CPA UNKNOWN. VOLUME UNKNOWN.
T1. ceramic pour-over cone (phrase) from Facts.
T2. matte oat glaze pour-over (phrase) from Facts.
T3. 12 cm ceramic cone (phrase) from Facts.
Exact match NOT IN INPUTS. Not added.

3. Negatives. NONE. starbucks not invented.

4. Caps. No bid column. No CTR. No volume integers.

5. Refuse. Apple Search Ads CPA: refused. Google Ads RSA headline: refused. TikTok caption: refused. $0.42 CPC: refused.

6. Geo. GEO UNKNOWN. US not invented.

7. Never. 10,000 impressions not invented. Brand theme omitted because Brand UNKNOWN.

8. Compliance. Banned hits none. Themes 3 vs Max 3. Format ledger+themes+negatives+refuse+gaps. Gaps: brand, exact match, negatives, geo, bid policy.

Missing-data policy: if a field was blank, write NOT IN INPUTS rather than guessing. Lock any tool version named in Inputs; if unnamed, write unknown. No invented testimonials, star ratings, or press logos. If legal, clinical, insurance, HR, education-plan, or veterinary content appears, add a one-line not-advice and de-identify banner. Quote banned-word hits and cut them. End with a gaps list of five bullets the user still owes you. Character and byte caps in the job are hard; print counts when relevant. Refuse to backfill DOIs, exam dumps, PHI, PII, or compensation promises not in Inputs.

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