AI draft compliance audit prompts for editorial teams
Start with content strategy, expert editorial support, and a coordinated plan across owned pages, external content, paid campaigns, community, and social. Use the prompts below to translate that plan into documented review steps with named human owners.
- Use six chained prompts to audit AI drafts for brand and legal compliance before counsel reviews them.
- Feed each prompt your own approved sources and counsel guidance, never model memory.
- Mark anything unverifiable as "NEEDS SOURCE" and never let the model approve publication.
- Score risk on a four-level rubric and hold every flagged draft for a named human.
- Prompts make review consistent, while legal and compliance owners make the final call.
AI drafts arrive faster than legal can read them. You need a repeatable pre-review check that runs the same way every time. These prompts give you that check before counsel opens the file.
AirOps is an enterprise AEO (answer engine optimization) and content operations platform. Its Brand Kit stores your writing rules, so these prompts can read from one source.
How should you audit AI drafts for brand and legal compliance?
Run a short chain of single-purpose prompts against inputs you supply, then hold the draft for a named human reviewer.
Five principles keep the chain reliable:
- Paste your sources into every run. The model reads nothing else.
- Give each prompt one job. Narrow prompts are easier to check.
- Ask for tables. Each row becomes an item someone owns.
- Block approval language. The model flags, and a person decides.
- Send final calls to counsel. The packet supports their review.
These prompts are not legal advice. Your counsel makes every final call.
| Prompt | Input you supply | Output | Hold trigger |
|---|---|---|---|
| 1. Claims inventory | Draft and approved claims library | Claim table with match status | Any claim marked NEEDS SOURCE |
| 2. Required disclosure check | Draft and counsel guidance | Disclosure trigger table | A trigger with no disclosure |
| 3. Banned-term scan | Draft and Brand Kit writing rules | Term hits with quoted sentences | Any banned or restricted term |
| 4. Region and locale rules | Draft and regional guidance | Rule conflicts by region | A conflict or a required approval |
| 5. Legal reviewer packet | Outputs of prompts 1 to 4 | One packet for counsel | Any open item in the packet |
| 6. Risk score and hold reasons | Reviewer packet and risk rubric | Score with hold reasons | Every draft, until a human releases it |
Which prompts audit AI drafts for brand and legal compliance?
Each prompt below reads only what you paste in. Copy them as written, then fill the placeholders in square brackets.
Prompt 1: Claims inventory
You are auditing a marketing draft for claims. You do not approve content.
Inputs:
DRAFT: [PASTE DRAFT]
APPROVED CLAIMS LIBRARY: [PASTE APPROVED CLAIMS LIBRARY]
Rules:
- Use only the inputs above.
- List every objective claim: numbers, comparisons, outcomes, and "best" or "only" language.
- Match each claim to an entry in the approved claims library.
- If no entry supports a claim, mark it "NEEDS SOURCE".
- Never invent a source or a customer result.
- Never state that the draft is approved or ready to publish.
Output a table:
Claim (quoted) | Location | Library match | Status (SUPPORTED or NEEDS SOURCE)- Keep the claims library dated and owned by product marketing.
- Send every NEEDS SOURCE row back to the writer before legal sees it.
Prompt 2: Required disclosure check
You are checking a marketing draft for required disclosures. You do not approve content.
Inputs:
DRAFT: [PASTE DRAFT]
CLAIMS TABLE: [PASTE PROMPT 1 OUTPUT]
DISCLOSURE GUIDANCE: [PASTE REGULATOR OR COUNSEL GUIDANCE]
TARGET REGIONS: [TARGET REGIONS]
Rules:
- Use only the inputs above.
- Flag each trigger the guidance lists, such as testimonials, endorsements, synthetic people, and AI-generated media.
- For each trigger, quote the line and any disclosure text present.
- If the guidance does not cover a trigger, mark it "NEEDS SOURCE".
- Never draft final disclosure wording. Insert [COUNSEL TO DRAFT] instead.
- Never invent a source. Never approve publication.
Output a table:
Trigger | Quoted line | Disclosure present (YES or NO) | Guidance reference | StatusUse this checklist to build your disclosure guidance input. Counsel confirms which rows apply to you.
| Example trigger | Review question | Required input |
|---|---|---|
| Customer testimonial | Is the statement genuine, approved, and supported? | Approved quote record and counsel guidance |
| Synthetic media or performer | Does the target market require a disclosure or consent? | Current regional guidance supplied by counsel |
| Performance or comparison claim | Does the evidence support the exact wording and scope? | Approved claim library and dated source |
| Regulated product or audience | Which reviewer and approval record are required? | Organization policy and applicable legal guidance |
- Under EU AI Act Article 50, human review plus a person holding editorial responsibility exempts public-interest text from disclosure.
- Route every testimonial row to counsel, even when a disclosure exists.
Prompt 3: Banned-term scan
Then scan for words your brand or counsel has banned. Pull the list straight from your Brand Kit writing rules.
You are scanning a draft for banned and restricted terms. You do not approve content.
Inputs:
DRAFT: [PASTE DRAFT]
WRITING RULES: [PASTE BRAND KIT WRITING RULES]
RESTRICTED TERMS: [PASTE RESTRICTED TERMS FROM COUNSEL]
Rules:
- Use only the term lists above. Add no terms of your own.
- Match exact words and close variants, such as plurals and verb forms.
- Quote each hit with its full sentence.
- Suggest a replacement only from approved wording in the inputs.
- If no approved replacement exists, write "NEEDS SOURCE".
- Never invent a source. Never approve publication.
Output a table:
Term | Quoted sentence | Rule source | Suggested replacement | Status- Store banned terms once, as governed writing rules. The guide to brand governance at AI scale covers that model.
- Keep brand style bans separate from legal restrictions. Counsel owns the second list.
Prompt 4: Region and locale rules
Rules change at the border. This prompt checks the draft against each market you publish in.
You are checking a draft against regional advertising and disclosure rules. You do not approve content.
Inputs:
DRAFT: [PASTE DRAFT]
TARGET REGIONS: [TARGET REGIONS]
REGIONAL GUIDANCE: [PASTE REGULATOR OR COUNSEL GUIDANCE]
LOCALE RULES: [PASTE BRAND KIT WRITING RULES FOR EACH REGION]
Rules:
- Use only the guidance supplied for each listed region.
- For each region, list the supplied rules that apply to this draft.
- Flag and quote any line that conflicts with a regional rule.
- Flag any rule that requires named human approval before use.
- If a region has no supplied guidance, mark it "NEEDS SOURCE".
- Never cite a rule or clause that is absent from the inputs.
- Never invent a source. Never approve publication.
Output a table:
Region | Rule (quoted from guidance) | Conflicting line | Approval required (YES or NO) | Status- Financial Industry Regulatory Authority (FINRA) Rule 2210 requires fair and balanced communications. A qualified registered principal approves each retail communication before use or filing.
- For UK ads, paste sections of the UK CAP Code, the non-broadcast advertising code. CAP stands for Committee of Advertising Practice.
Prompt 5: Legal reviewer packet
Give counsel one consolidated packet with open items first. This prompt organizes the earlier findings without making a legal decision.
You are preparing a review packet for legal counsel. You do not approve content.
Inputs:
DRAFT: [PASTE DRAFT]
PRIOR OUTPUTS: [PASTE CLAIMS, DISCLOSURE, BANNED-TERM, AND REGION TABLES]
REVIEWER: [NAMED LEGAL REVIEWER]
Rules:
- Use only the inputs above. Add no new findings.
- List open items first: each NEEDS SOURCE, missing disclosure, banned term, and regional conflict.
- For each item, quote the line and name the prompt that flagged it.
- Write one closed question per open item for the reviewer.
- Never mark an item resolved unless an input shows it resolved.
- Never invent a source. Never approve publication.
Output:
Header with draft title and target regions.
Open items table: # | Item | Quoted line | Flagged by | Question for reviewer
Closed items list.- Attach the packet to the draft record, so each decision has a trail.
- Closed questions make each reviewer answer easy to log.
Prompt 6: Risk score and hold reasons
Last, score the packet against a fixed rubric. The score sets who reviews next, and the draft stays on hold.
You are scoring compliance risk on a draft. You do not approve content.
Inputs:
REVIEWER PACKET: [PASTE PROMPT 5 OUTPUT]
RISK RUBRIC: [PASTE RISK SCORE RUBRIC]
APPROVAL POLICY: [PASTE REGULATOR OR COUNSEL GUIDANCE]
Rules:
- Use only the inputs above.
- Assign one score from the rubric. Quote the rubric line you used.
- List each hold reason with the open item it comes from.
- If the packet lacks evidence for a score, mark it "NEEDS SOURCE" and score up, never down.
- Never invent a source. Never approve publication.
- End every response with this exact line:
"STATUS: HOLD. A named human reviewer must decide before publication."
Output:
Score | Rubric line | Hold reasons | Next owner | STATUS lineEdit this rubric to match your approval policy.
| Score | Meaning | Action |
|---|---|---|
| 1 | No open items in the packet | Editor confirms, then the named approver decides |
| 2 | Minor NEEDS SOURCE items or style fixes | Writer fixes, then reruns prompts 1 to 4 |
| 3 | Unsupported objective claim or missing disclosure | HOLD and route to legal counsel |
| 4 | Testimonial issue or a regulated-market approval rule | HOLD for counsel and the regional approver |
- Score up when evidence is thin. A false hold is quick to clear.
- Log the score and hold reasons with the draft version.
No score releases the draft. The status stays HOLD until a named human lifts it.
Where should humans hold the draft?
Hold the draft at every red flag and once more before publishing. The model flags, and people decide.
| Hold gate | Owner | What they check |
|---|---|---|
| Claims gate | Product marketing lead | Each claim maps to an approved entry or new evidence |
| Disclosure gate | Legal counsel | Each trigger has correct disclosure wording |
| Testimonial gate | Legal counsel | Each testimonial is genuine and documented |
| Region gate | Regional compliance owner or registered principal | Local rules and required approvals are met |
| Publish gate | Named approver in your policy | The packet has no open items and every hold is cleared |
Set four standing hold rules:
- Hold on any unsupported claim until the claims owner adds evidence.
- Hold on any missing disclosure until counsel writes the wording.
- Hold on any regulated region until the regional approver signs.
- Hold on any testimonial until counsel confirms it is genuine.
How do you run these prompts at enterprise scale?
Store your rules once and version every prompt. Then log each run against the draft it checked.
- Store rules once. Keep claims and banned terms in one governed source, such as a Brand Kit.
- Version each prompt. Record which version produced each packet.
- Log every output. Keep the packet and hold decision with the draft.
- Reuse across brands. A multi-brand governance model keeps shared rules apart from brand rules.
- Name owners first. Assign every gate before the first run.
The National Institute of Standards and Technology (NIST) released its voluntary AI Risk Management Framework on January 26, 2023. It helps you build trustworthiness into AI design and use.
These prompts make review consistent, but they never guarantee approvals, AI citations, rankings, or revenue.
Frequently asked questions
Can prompts replace legal review?
Prompts prepare a review packet. Counsel interprets applicable rules and decides whether the draft can proceed.
How should teams review AI-written testimonials?
Route each testimonial to counsel with its provenance, permission record, and supporting evidence. Keep fabricated or unverifiable quotations on hold.
Do AI drafts need an AI-use disclosure?
Ask counsel to identify the requirements for the content, channel, and target jurisdictions. Use their dated guidance as an input and flag any missing or unclear requirement.
Who owns the hold decision?
A named human owns every hold decision. Set owners per gate before the first run:
- Counsel owns disclosure and testimonial holds.
- Your designated regional compliance owner confirms required approvals.
AirOps for AI draft compliance audits
This chain works best when its inputs live in one governed place. In AirOps, Brand Kit writing rules give each prompt the same source on every run. The chain maps to four governed inputs:
- Claims inventory reads your approved claims library.
- Disclosure check reads counsel guidance and regional rules.
- Banned-term scan reads Brand Kit writing rules.
- Reviewer packet merges every finding for counsel.
The AirOps platform comes with experts who set and execute strategy alongside you. They work across owned content, external content, AI ads, community, and influencer and social.
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Book a call to set up compliance audit prompts that read from your Brand Kit.