What is per-platform compliance gating for social posts — and what is the influencer-disclosure-times-AI-generated-creative double-violation problem?

A DTC ecommerce operator running paid social across 12+ platforms — Meta + TikTok + Snapchat + Pinterest + LinkedIn + YouTube + X + Reddit + Twitch + Discord + Quora + Nextdoor — ships per-day per-creative-variant per-asset social posts at high volume. Each platform has its own policy surface (Meta Advertising Policies + Branded Content + Special Ad Category for housing/employment/credit + TikTok Policy Center + Branded Content Policy + Restricted Industries + Snapchat Restricted Goods + Pinterest Merchant Guidelines + LinkedIn Restricted Industries + YouTube Restricted Content + X Restricted Content + Reddit Content Policy + Twitch Community Guidelines + Discord Promotional Content + Quora Ads Policy + Nextdoor Advertising Policies). The four-skill bundle on the paid-social-creative agent — Classify, Gate, Adapt, Audit — sits above the 12-platform policy surface and writes a per-post canonical record. The operationally distinctive anchor: FTC Endorsement Guides 16 CFR Part 255 material-connection disclosure intersects EU AI Act Article 50 transparency-for-AI-generated-content + Tennessee ELVIS Act 2024 + 11-state deepfake regulation matrix when AI-generated creative + AI-generated voice (synthetic spokesperson) + AI-image-of-real-person crosses material-connection disclosure obligations. An undisclosed paid influencer endorsement using AI-generated voice mimicking a real celebrity is simultaneously an FTC violation + an EU AI Act Article 50 violation + a Tennessee ELVIS Act violation + a state-specific name/image/likeness violation. The bundle gates publish-time on all four simultaneously.

Why do Sprout Social + Hootsuite + Buffer + Later + Sprinklr + Khoros + Brandwatch break at multi-platform compliance scale?

Each social-publishing vendor ships a per-tenant flat publishing primitive — a community manager schedules a post, the platform publishes at the scheduled time, and a separate review tool catches policy violations after rejection. None classifies per-post against the 12-platform policy taxonomy. None gates per-platform-required disclosure (Meta Branded Content tag when paid partnership + TikTok Disclosure Setting + Pinterest Paid Partnership + LinkedIn Branded Content + YouTube paid promotion disclosure + Snapchat paid-partnership tag). None adapts copy + creative + format per platform when the same campaign ships across 5+ surfaces (handoff to format-adapter sibling skill at /how-to-build-per-platform-format-adapters-for-ad-creative). None enforces the per-vertical compliance overlay covering FTC Endorsement Guides + Fake Review Rule + Click-to-Cancel + Meta Special Ad Category + FINRA 2210 + Fair Housing/ECOA + EU AI Act Article 50 + Tennessee ELVIS Act + 11-state deepfake matrix. None writes a per-post audit trail with regulatory-defense retention. The four-skill bundle Classify + Gate + Adapt + Audit sits above the publishing-vendor surface — it does not replace it.

How does Classify + Gate work across 12+ platforms?

Classify runs a per-portfolio per-brand per-campaign per-creative-variant per-platform per-asset classification across 12 dimensions: post-type (organic + paid + branded-content + creator-partnership + UGC reshare + employee-advocate) + creative-type (image + video + carousel + story + reel + short + live + audio + AR-filter) + vertical-type (CPG + DTC + alcohol + cannabis + financial + legal + healthcare + housing + employment + credit + supplement + cosmetic + prescription drug + childcare + crypto) + claim-type (efficacy + performance + comparison + origin + sustainability + endorsement + testimonial + before-after + clinical + price + availability + scarcity) + audience-targeting (Meta Special Ad Category housing/employment/credit + protected-class proxy + COPPA + Kids Online Safety Act + state minor-regulation) + endorsement-type (paid-influencer + employee-endorser + family-endorser + customer-testimonial + AI-generated-endorsement + composite-endorsement) + AI-generation-type (AI-generated-image + AI-generated-voice + AI-generated-video + deepfake + AI-image-of-real-person + AI-voice-of-real-person + composite + GenAI-text-only). Gate runs per-platform-required disclosure (Meta Branded Content tag when paid partnership + TikTok Disclosure Setting + Pinterest Paid Partnership + LinkedIn Branded Content + YouTube paid promotion disclosure + Snapchat paid-partnership tag + #ad in caption per FTC Endorsement Guides + #sponsored + material-connection language + visible-and-conspicuous threshold) + per-platform restricted-industry (Meta + TikTok + Snapchat + Pinterest + LinkedIn + YouTube + X + Reddit + Twitch restricted-list overlap) + per-platform Special Ad Category (Meta housing/employment/credit + LinkedIn legal-job-targeting + TikTok community-protection) + per-platform brand-safety (GARM + pre-bid content verification).

What does Adapt + Audit do?

Adapt routes the gated creative through per-platform format adaptation (handoff to format-adapter sibling skill on the same agent — /how-to-build-per-platform-format-adapters-for-ad-creative): per-platform aspect ratio (1:1 + 4:5 + 9:16 + 16:9) + per-platform safe area + per-platform character count (Meta 125 + TikTok 150 + LinkedIn 1300 + X 280 + Pinterest 500) + per-platform hashtag norms + per-platform CTA option (Meta CTA button + LinkedIn CTA + Pinterest Promoted Pin CTA) + per-platform first-frame rules + per-platform thumbnail policy + per-platform audio policy + per-platform caption requirements. Audit writes a per-post WORM canonical record covering every dimension above + classification snapshot + gate-pass/gate-fail snapshot per-anchor + adapted-asset hash + per-platform-publish-time + per-platform-deliver-confirmation + actual disclosure hash + endorsement-substantiation-document-pointer + AI-generation-provenance-chain (when AI-generated creative) + audit trail of which dimension drove each gate decision + FBC feedback loop (realized vs predicted policy-violation + realized vs predicted rejection + per-platform rejection-pattern learning + multi-arm-bandit regret + recalibration). Storage: AWS S3 Object Lock + Azure Blob immutable + Google Cloud Storage Bucket Lock + Wasabi WORM. Retention stacks (longest applicable): 7-year FTC substantiation + 7-year IRS + 6-year SEC + 3-year FINRA + 7-year state bar + Tennessee ELVIS Act statute of limitations + per-state right-of-publicity statute + GDPR Article 30 + EU AI Act Article 12 + Click-to-Cancel record-retention + SOC 2 CC7/CC8.

What does this skill connect to on the paid-social-creative agent and across the swarm?

On the paid-social-creative agent: per-platform format adapters for ad creative (sibling build-pillar at /how-to-build-per-platform-format-adapters-for-ad-creative — downstream consumer of Adapt routing) + paid-social-creative parent + per-platform-creative-management. Across the swarm: governance-decision-router five-destination routing for borderline cases + tiered pre-filter deterministic gates for AI content compliance (sibling build-pillar at /how-to-build-tiered-pre-filter-deterministic-gates-for-ai-content-compliance — same Tier-1 deterministic gates substrate) + ai-content-compliance + brand-voice management + forbidden-phrase library + claims-allowlist substantiation + master-record + per-jurisdiction compliance multi-state franchise + per-location dynamic content. Build-pillar siblings: marketing AI autonomy profile configuration + per-location per-cohort two-sigma anomaly detection + voice-attribute extraction + chat-deflection compliance. Commercial-pillar parent: /per-platform-creative-management.

What does the 6-workstream pre-engagement-baseline reporting cycle look like for this skill?

Every two weeks during the Tier 3 Fractional CMO with AI Swarm engagement, six workstreams report against the pre-engagement baseline. Workstream 1: per-platform policy-surface coverage — which 12 platforms the swarm publishes to + per-platform policy version snapshot + delta from prior cycle. Workstream 2: classification distribution — per-post 12-dimension classification distribution + per-vertical patterns + AI-generation-type frequency. Workstream 3: gate-pass/gate-fail distribution — per-platform gate-fail rate + per-anchor gate-fail breakdown + per-anchor remediation cycle time + endorsement-substantiation document coverage. Workstream 4: Adapt routing flow — per-platform asset adaptation volume + adapted-asset hash coverage + cross-skill handoff latency to format-adapter sibling. Workstream 5: regulatory-defense audit coverage — FTC Endorsement Guides + FTC Fake Review Rule + Click-to-Cancel + Meta Special Ad Category + FINRA 2210 + Fair Housing/ECOA + EU AI Act Article 50 + Tennessee ELVIS Act + 11-state deepfake matrix. Workstream 6: FBC feedback-loop pattern-learning — per-platform rejection-pattern learning + multi-arm-bandit regret + recalibration applied + per-vertical pattern shifts + platform-policy-update impact retrospective.

Build pillar · paid-social-creative agent

How to build per-platform compliance gating for social posts

Sprout Social + Hootsuite + Buffer + Later + Loomly + Sprinklr + Khoros + Brandwatch + Meltwater ship per-tenant flat social-publishing primitives. The Classify + Gate + Adapt + Audit skill bundle on the paid-social-creative agent sits above 12+ platform policy surfaces (Meta + TikTok + Snapchat + Pinterest + LinkedIn + YouTube + X + Reddit + Twitch + Discord + Quora + Nextdoor) and writes a per-post canonical record with named regulatory anchors covering FTC Endorsement Guides 16 CFR Part 255 + FTC Fake Review Rule + Click-to-Cancel + Meta Special Ad Category + FINRA 2210 + Fair Housing/ECOA + EU AI Act Article 50 + Tennessee ELVIS Act 2024 + 11-state deepfake matrix.

Published September 19, 2026 · 3,200 words

The 4-skill bundle on the paid-social-creative agent

One agent. Four coordinated skills. The Classify + Gate + Adapt + Audit bundle runs above the social-publishing surface (Sprout + Hootsuite + Buffer + Later + Sprinklr + Khoros + Brandwatch + Meltwater) and the per-platform policy surface (Meta + TikTok + Snapchat + Pinterest + LinkedIn + YouTube + X + Reddit + Twitch + Discord + Quora + Nextdoor) and writes one canonical per-post record.

Classify

12-dimension classification per post: post-type + creative- type + vertical-type + claim-type + audience-targeting + endorsement-type + AI-generation-type + platform-fit + age- gating-required + restricted-industry + Special-Ad-Category- applicability + brand-safety-context. Per-vertical CPG / DTC / alcohol / cannabis / financial / legal / healthcare / housing / employment / credit / supplement / cosmetic / prescription drug.

Gate

Per-platform-required disclosure (Meta Branded Content tag + TikTok Disclosure Setting + Pinterest Paid Partnership + LinkedIn Branded Content + YouTube paid promotion + Snapchat paid-partnership tag + #ad caption per FTC). Per- platform restricted-industry overlap. Per-platform Special Ad Category. Per-platform brand-safety. Endorsement- substantiation document required. Tennessee ELVIS Act 2024 + 11-state deepfake matrix when AI-generated creative involves real-person voice / image.

Adapt

Cross-skill handoff to format-adapter sibling at /how-to-build-per-platform-format-adapters-for-ad-creative for per-platform aspect ratio + safe area + character count (Meta 125 + TikTok 150 + LinkedIn 1300 + X 280 + Pinterest 500) + hashtag norms + CTA option + first-frame rules + thumbnail policy + audio policy + caption requirements.

Audit

Per-post WORM canonical record covering every dimension + classification snapshot + gate-pass/gate-fail per-anchor + adapted-asset hash + actual disclosure hash + endorsement- substantiation-document-pointer + AI-generation-provenance- chain + audit trail. Retention: 7-year FTC + 7-year IRS + 6-year SEC + 3-year FINRA + 7-year state bar + Tennessee ELVIS Act SOL + per-state right-of-publicity + GDPR Article 30 + EU AI Act Article 12 + Click-to-Cancel + SOC 2 CC7/ CC8.

The real ecosystem this sits above

Classify + Gate + Adapt + Audit does not replace the publishing tools or the platform policy surfaces. It sits above them, coordinates them, and writes one canonical per-post record with named regulatory anchors.

Per-platform policy surface

Meta Advertising + Branded Content + Special Ad Category
TikTok Policy Center + Branded Content + Restricted
Snapchat + Pinterest Merchant + LinkedIn Restricted + YouTube
X + Reddit + Twitch + Discord + Quora + Nextdoor
GARM brand-safety + pre-bid content verification

Social-publishing + governance

Sprout Social + Hootsuite + Buffer + Later + Loomly
Sprinklr + Khoros + Brandwatch + Meltwater + Falcon.io
Agorapulse + SocialPilot + ContentStudio + CoSchedule
Smartly.io + Madgicx + Revealbot + AdEspresso
Pencil + Bannerflow + Celtra creative-management

AI-content + moderation tooling

Persado + Phrasee + Anyword + Jasper + Writer + Copy.ai
Hive + Spectrum Labs + Bodyguard + Two Hat
Microsoft Content Moderator + Amazon Rekognition
Google Cloud Vision Safe Search + OpenAI Moderation
Anthropic policy-classifier + Llama Guard

Compliance overlay

Five anchors run before any per-post publish decision commits. The first anchor is operationally distinctive to social posts: FTC Endorsement Guides material-connection disclosure intersects EU AI Act Article 50 + Tennessee ELVIS Act + 11-state deepfake regulation matrix when AI-generated creative involves real-person voice / image / likeness.

Anchor 1: FTC Endorsement + AI-generated-creative + ELVIS + state deepfake (operationally distinctive)

FTC Endorsement Guides 16 CFR Part 255 (material-connection disclosure + #ad + endorsement-substantiation + employee- endorser + family-endorser + influencer-endorser). FTC Fake Review Rule 16 CFR Part 465 (effective October 2024 + $51,744 per-violation civil penalty + no-incentivized- without-disclosure + no-suppression-of-negative + no-AI- generated-fake-reviews + no-undisclosed-employee-reviews). EU AI Act Article 50 transparency for AI-generated content + deepfake disclosure. Tennessee ELVIS Act 2024 (Ensuring Likeness Voice and Image Security Act + protects voice + image + likeness from AI replication without authorization). 11-state deepfake regulation matrix (Texas + Minnesota + New York + California + Washington + Virginia + Georgia + Hawaii + Illinois + South Carolina + Mississippi). State biometric (Illinois BIPA + Texas CUBI + Washington biometric) when biometric used in creative. Per-platform disclosure tag enforcement (Meta Branded Content + TikTok Disclosure Setting + Pinterest Paid Partnership + LinkedIn Branded Content + YouTube paid promotion + Snapchat paid- partnership tag).

Anchor 2: Per-vertical claims substantiation (FTC + FDA + financial)

FTC Act Section 5 + Pfizer 1972 substantiation. FTC MARS Made-in-USA / origin claims. FTC Health Products Compliance Guide. FTC Negative-Option Rule + ROSCA + Click-to-Cancel Rule (FTC final rule April 2024) when subscription enrollment. FTC Green Guides when sustainability claims. FDA DSHEA when supplement. FDA OPDP when prescription drug. FDA cosmetic when cosmetic. 21 CFR 50/56 IRB when clinical- research promotion. DEA Schedule when controlled substance. ATF when firearms. Cannabis state-board (39 medical + 24 adult-use). Alcohol TABC + CalABC + per-state-SLA. FINRA Rule 2210 + SEC Regulation FD + Investment Company Act + Investment Advisers Act when financial services. Crypto SEC Howey + FTC + state money-transmission + state securities. ABA Model Rule 7.1-7.5 when legal + state bar advertising 50-state matrix.

Anchor 3: Special Ad Category + protected class + accessibility

Meta Special Ad Category (housing + employment + credit + politics). LinkedIn legal-job-targeting. Fair Housing Act + ECOA Regulation B when housing/credit/employment. CFPB UDAAP. State UDTPA. Lanham Act false-advertising. Robinson- Patman territorial-pricing-disclosure. ADA Title III + WCAG 2.2 AA + Section 508 + EAA EN 301 549 + alt-text + closed- captions + audio-description when video.

Anchor 4: Privacy + minor protection + measurement

CCPA + CPRA + COPPA + 18-state comprehensive privacy + GDPR Article 6 + 7 + 9 + 17 + 22 + Article 28 data processor + Article 30 records + LGPD + DPDP + PIPEDA + Quebec Law 25. DSA Article 26 transparency for online advertising + Article 28 minor protection + Article 30 + DMA. Kids Online Safety Act + state social-media-and- minors regulation (Utah + Arkansas + Texas + Louisiana + Mississippi + Florida + 6 other states). Apple ATT iOS 14.5 + Google Privacy Sandbox + per-platform Conversions API when measurement instrumented.

Anchor 5: AI governance + security framework

EU AI Act Article 50 + Article 13 + 14 + 15 + Annex III when AI-ML compliance scoring drives publish/block routing. NIST AI Risk Management Framework. ISO 42001 AI Management System. ISO 27001. SOC 2 Type II. Per-platform LLM zero-retention verified per call. Per-source DPA. Per- API rate-limit. Policy-as-code via OPA Rego + AWS Cedar + Casbin + Cerbos + Oso + Styra DAS + Permit.io. Storage: AWS S3 Object Lock + Azure Blob immutable + Google Cloud Storage Bucket Lock + Wasabi WORM.

6-workstream reporting cycle

Every two weeks during a Tier 3 Fractional CMO engagement, six workstreams report against the pre-engagement baseline. No forecast accuracy claims. Process commitments only.

1. Per-platform policy-surface coverage. Platforms in play + per-platform policy version snapshot + delta from prior cycle.
2. Classification distribution. Per-post 12-dimension classification distribution + per- vertical patterns + AI-generation-type frequency.
3. Gate-pass/gate-fail distribution. Per-platform gate-fail rate + per-anchor breakdown + per- anchor remediation cycle time + endorsement-substantiation document coverage.
4. Adapt routing flow. Per-platform asset adaptation volume + adapted-asset hash coverage + cross-skill handoff latency to format-adapter sibling.
5. Regulatory-defense audit coverage. FTC Endorsement Guides + Fake Review Rule + Click-to-Cancel + Meta Special Ad Category + FINRA 2210 + Fair Housing/ECOA + EU AI Act Article 50 + Tennessee ELVIS Act + 11-state deepfake matrix.
6. FBC feedback-loop pattern-learning. Per-platform rejection-pattern learning + multi-arm-bandit regret + recalibration applied + per-vertical pattern shifts + platform-policy-update impact retrospective.

FAQ

What is per-platform compliance gating for social posts — and what is the influencer-disclosure-times-AI-generated-creative double-violation problem?: A DTC ecommerce operator running paid social across 12+ platforms — Meta + TikTok + Snapchat + Pinterest + LinkedIn + YouTube + X + Reddit + Twitch + Discord + Quora + Nextdoor — ships per-day per-creative-variant per-asset social posts at high volume. Each platform has its own policy surface (Meta Advertising Policies + Branded Content + Special Ad Category for housing/employment/credit + TikTok Policy Center + Branded Content Policy + Restricted Industries + Snapchat Restricted Goods + Pinterest Merchant Guidelines + LinkedIn Restricted Industries + YouTube Restricted Content + X Restricted Content + Reddit Content Policy + Twitch Community Guidelines + Discord Promotional Content + Quora Ads Policy + Nextdoor Advertising Policies). The four-skill bundle on the paid-social-creative agent — Classify, Gate, Adapt, Audit — sits above the 12-platform policy surface and writes a per-post canonical record. The operationally distinctive anchor: FTC Endorsement Guides 16 CFR Part 255 material-connection disclosure intersects EU AI Act Article 50 transparency-for-AI-generated-content + Tennessee ELVIS Act 2024 + 11-state deepfake regulation matrix when AI-generated creative + AI-generated voice (synthetic spokesperson) + AI-image-of-real-person crosses material-connection disclosure obligations. An undisclosed paid influencer endorsement using AI-generated voice mimicking a real celebrity is simultaneously an FTC violation + an EU AI Act Article 50 violation + a Tennessee ELVIS Act violation + a state-specific name/image/likeness violation. The bundle gates publish-time on all four simultaneously.
Why do Sprout Social + Hootsuite + Buffer + Later + Sprinklr + Khoros + Brandwatch break at multi-platform compliance scale?: Each social-publishing vendor ships a per-tenant flat publishing primitive — a community manager schedules a post, the platform publishes at the scheduled time, and a separate review tool catches policy violations after rejection. None classifies per-post against the 12-platform policy taxonomy. None gates per-platform-required disclosure (Meta Branded Content tag when paid partnership + TikTok Disclosure Setting + Pinterest Paid Partnership + LinkedIn Branded Content + YouTube paid promotion disclosure + Snapchat paid-partnership tag). None adapts copy + creative + format per platform when the same campaign ships across 5+ surfaces (handoff to format-adapter sibling skill at /how-to-build-per-platform-format-adapters-for-ad-creative). None enforces the per-vertical compliance overlay covering FTC Endorsement Guides + Fake Review Rule + Click-to-Cancel + Meta Special Ad Category + FINRA 2210 + Fair Housing/ECOA + EU AI Act Article 50 + Tennessee ELVIS Act + 11-state deepfake matrix. None writes a per-post audit trail with regulatory-defense retention. The four-skill bundle Classify + Gate + Adapt + Audit sits above the publishing-vendor surface — it does not replace it.
How does Classify + Gate work across 12+ platforms?: Classify runs a per-portfolio per-brand per-campaign per-creative-variant per-platform per-asset classification across 12 dimensions: post-type (organic + paid + branded-content + creator-partnership + UGC reshare + employee-advocate) + creative-type (image + video + carousel + story + reel + short + live + audio + AR-filter) + vertical-type (CPG + DTC + alcohol + cannabis + financial + legal + healthcare + housing + employment + credit + supplement + cosmetic + prescription drug + childcare + crypto) + claim-type (efficacy + performance + comparison + origin + sustainability + endorsement + testimonial + before-after + clinical + price + availability + scarcity) + audience-targeting (Meta Special Ad Category housing/employment/credit + protected-class proxy + COPPA + Kids Online Safety Act + state minor-regulation) + endorsement-type (paid-influencer + employee-endorser + family-endorser + customer-testimonial + AI-generated-endorsement + composite-endorsement) + AI-generation-type (AI-generated-image + AI-generated-voice + AI-generated-video + deepfake + AI-image-of-real-person + AI-voice-of-real-person + composite + GenAI-text-only). Gate runs per-platform-required disclosure (Meta Branded Content tag when paid partnership + TikTok Disclosure Setting + Pinterest Paid Partnership + LinkedIn Branded Content + YouTube paid promotion disclosure + Snapchat paid-partnership tag + #ad in caption per FTC Endorsement Guides + #sponsored + material-connection language + visible-and-conspicuous threshold) + per-platform restricted-industry (Meta + TikTok + Snapchat + Pinterest + LinkedIn + YouTube + X + Reddit + Twitch restricted-list overlap) + per-platform Special Ad Category (Meta housing/employment/credit + LinkedIn legal-job-targeting + TikTok community-protection) + per-platform brand-safety (GARM + pre-bid content verification).
What does Adapt + Audit do?: Adapt routes the gated creative through per-platform format adaptation (handoff to format-adapter sibling skill on the same agent — /how-to-build-per-platform-format-adapters-for-ad-creative): per-platform aspect ratio (1:1 + 4:5 + 9:16 + 16:9) + per-platform safe area + per-platform character count (Meta 125 + TikTok 150 + LinkedIn 1300 + X 280 + Pinterest 500) + per-platform hashtag norms + per-platform CTA option (Meta CTA button + LinkedIn CTA + Pinterest Promoted Pin CTA) + per-platform first-frame rules + per-platform thumbnail policy + per-platform audio policy + per-platform caption requirements. Audit writes a per-post WORM canonical record covering every dimension above + classification snapshot + gate-pass/gate-fail snapshot per-anchor + adapted-asset hash + per-platform-publish-time + per-platform-deliver-confirmation + actual disclosure hash + endorsement-substantiation-document-pointer + AI-generation-provenance-chain (when AI-generated creative) + audit trail of which dimension drove each gate decision + FBC feedback loop (realized vs predicted policy-violation + realized vs predicted rejection + per-platform rejection-pattern learning + multi-arm-bandit regret + recalibration). Storage: AWS S3 Object Lock + Azure Blob immutable + Google Cloud Storage Bucket Lock + Wasabi WORM. Retention stacks (longest applicable): 7-year FTC substantiation + 7-year IRS + 6-year SEC + 3-year FINRA + 7-year state bar + Tennessee ELVIS Act statute of limitations + per-state right-of-publicity statute + GDPR Article 30 + EU AI Act Article 12 + Click-to-Cancel record-retention + SOC 2 CC7/CC8.
What does this skill connect to on the paid-social-creative agent and across the swarm?: On the paid-social-creative agent: per-platform format adapters for ad creative (sibling build-pillar at /how-to-build-per-platform-format-adapters-for-ad-creative — downstream consumer of Adapt routing) + paid-social-creative parent + per-platform-creative-management. Across the swarm: governance-decision-router five-destination routing for borderline cases + tiered pre-filter deterministic gates for AI content compliance (sibling build-pillar at /how-to-build-tiered-pre-filter-deterministic-gates-for-ai-content-compliance — same Tier-1 deterministic gates substrate) + ai-content-compliance + brand-voice management + forbidden-phrase library + claims-allowlist substantiation + master-record + per-jurisdiction compliance multi-state franchise + per-location dynamic content. Build-pillar siblings: marketing AI autonomy profile configuration + per-location per-cohort two-sigma anomaly detection + voice-attribute extraction + chat-deflection compliance. Commercial-pillar parent: /per-platform-creative-management.
What does the 6-workstream pre-engagement-baseline reporting cycle look like for this skill?: Every two weeks during the Tier 3 Fractional CMO with AI Swarm engagement, six workstreams report against the pre-engagement baseline. Workstream 1: per-platform policy-surface coverage — which 12 platforms the swarm publishes to + per-platform policy version snapshot + delta from prior cycle. Workstream 2: classification distribution — per-post 12-dimension classification distribution + per-vertical patterns + AI-generation-type frequency. Workstream 3: gate-pass/gate-fail distribution — per-platform gate-fail rate + per-anchor gate-fail breakdown + per-anchor remediation cycle time + endorsement-substantiation document coverage. Workstream 4: Adapt routing flow — per-platform asset adaptation volume + adapted-asset hash coverage + cross-skill handoff latency to format-adapter sibling. Workstream 5: regulatory-defense audit coverage — FTC Endorsement Guides + FTC Fake Review Rule + Click-to-Cancel + Meta Special Ad Category + FINRA 2210 + Fair Housing/ECOA + EU AI Act Article 50 + Tennessee ELVIS Act + 11-state deepfake matrix. Workstream 6: FBC feedback-loop pattern-learning — per-platform rejection-pattern learning + multi-arm-bandit regret + recalibration applied + per-vertical pattern shifts + platform-policy-update impact retrospective.

Engage Completions

Two ways to engage. The Tier 1 AI Readiness Assessment maps the social-publishing substrate + per-platform policy surface + per- vertical claims surface against the Classify + Gate + Adapt + Audit bundle. The Tier 3 Fractional CMO with AI Swarm embeds 1-2 days per week for 6+ months and runs the bundle end-to-end against the paid-social-creative agent across the swarm.

Tier 1 AI Readiness Assessment — $10k, 2-3 weeks Tier 3 Fractional CMO with AI Swarm — $15-25k/mo Not sure which tier? Take the 3-question quiz