For corporate marketing + franchisee operations + corporate brand

A 90-location operator carries 31 percent of per-location GBP listings with stale or off-brand photos.

Google Local Pack photo impressions depress on the stale-and-off-brand subset. Corporate canonical-asset publishing cycles cannot scale to the 90-location photo population.

Yext, SOCi, BrightLocal, Whitespark, GMB Crush, Synup, PlePer, ChainXY, Birdeye, Hibu Franchise, Surefire Local, and Rio SEO ship the per-platform per-GBP-listing management primitive. Frontify, Bynder, Canto, Brandfolder, MediaValet, and Widen Collective ship the per-DAM brand-asset library primitive. Canva, Adobe Express, and Smartsheet ship the per-platform creative-production primitive. The per-location photo registry + per-photo brand-approval gate + per-vertical-compliance gate + per-customer-uploaded-photo moderation queue (Google Vision API + AWS Rekognition + Azure AI Vision + open-source CLIP brand-mismatch + pre-renovation + off-brand detection) + per-photo Google Business Profile API publishing + per-photo Local Pack performance feedback loop + per-photo Google AI vertical-mis-attribution detection at multi-location operator scale is operator-side architecture.

Tier 1 — Marketing Operations Audit Tier 3 — Fractional Digital Marketing Lead

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By Jay ChristopherMay 30, 202611 min read

What this gets you

Per-portfolio per-location-photo registry. Per-photo per-canonical-ID + per-photo-metadata + per-photo-publishing-state + per-photo-performance + per-photo-version-history per-portfolio per-location per-listing.
Per-photo brand-approval gate. Per-photo per-corporate-canonical-brand-spec lookup + per-photo per-Vision-AI per-color-palette-match + per-logo-presence + per-typography-match score + per-photo per-vertical-brand-sub-template match (cross-link to brand-voice-management).
Per-photo vertical-compliance gate. Per-photo per-visible-text-extraction + per-claim-detection + per-disclosure-detection per-photo per-FDA + per-FINRA + per-state-medical-board + per-state-cosmetic-board + per-state control + per-state-AG + per-FTC endorsement compliance pre-publish.
Per-customer-uploaded-photo moderation queue. Per-week per-customer-uploaded-photo per-Vision- AI per-brand-mismatch + per-pre-renovation + per-off-brand-flag pre-moderation + per-franchisee review queue + per-Google-Business-Profile-API removal-request emission.
Per-photo Google-Business-Profile-API publishing. Per-photo per-cover + per-additional + per-photo-type per-GBP-API per-portfolio per-location-listing publish.
Per-photo performance feedback loop. Per-photo per-Google-Local-Pack-impression + per- Google-CTR + per-Google-conversion per-photo + per-photo-A/B testing. Per-photo high-performing feeds per-portfolio per-photo-upload positive priors.
Wired into 5-skill gbp-management closed-loop bundle. Sibling skills gbp-attribute-management + gbp-posting + gbp-qna-response (cross-link to gbp-qa-response) + autonomy-profile-enforcement on the gbp-management agent.

Per-31-percent per-portfolio per-location-listing-population carries stale per-deprecated-storefront-design + per-deprecated-uniform + per-deprecated-product + per-deprecated-menu per-photo. Per-Google- Local-Pack per-photo-impression depressed per-quarter.

Per-portfolio per-location per-photo lifecycle runs per-franchisee per-location per-individual-upload + per-customer-uploaded + per-corporate-asset. Per-franchisee per-location per-photo per-upload-cadence per-quarter runs per-franchisee 1-4 per-photo per-quarter per per-location.

Per-portfolio per-location per-stale-photo population per-quarter accumulates per-franchisee per-no-update-cycle (per-31-percent per-portfolio per-location-listing-population carries stale per-deprecated-storefront-design + per-deprecated-uniform + per-deprecated-product + per-deprecated-menu per-photo per-quarter).

Per-portfolio per-location per-off-brand-photo population per-franchisee per-low-resolution-upload + per-poor-lighting-upload + per-pre-2020-storefront-still-up + per-deprecated-product-still-up runs per-portfolio per-quarter sub-baseline. Per-portfolio per-location per-customer-uploaded-photo per-franchisee per-no-review-cycle per-customer-pre-renovation + per-customer-deprecated-product + per-customer-low-quality per-photo per-portfolio per-location per-Google-public-photo display.

Per-Google-Local-Pack per-location per-search per-photo-impression per-stale-off-brand per-Google-CTR depressed. Per-portfolio per-location per-search-impression per-quarter sub-baseline. Per-portfolio per-location per-Google-conversion per-quarter sub-baseline.

Per-portfolio per-corporate-marketing per-quarter per-corporate-asset per-portfolio publishing-cadence run per-corporate-team per-week 8-12 hours per-cycle per-portfolio per-quarter. Per-portfolio per-photo-population governance per-portfolio per-corporate-team capacity caps per-portfolio per-quarter.

Per-portfolio per-vertical compliance audit per-photo per-FDA-claim-visible + per-FINRA-disclosure-visible + per-state-medical-board + per-state-cosmetic-board + per-state-control + per-state-AG + per-FTC endorsement per-photo audit per-vendor-isolated per-portfolio sub-baseline. Per-portfolio per-FDA-warning-letter per-claim-visible-photo per-portfolio per-quarter risk surfaces.

Per-portfolio per-location per-photo per-performance-feedback per-photo per-no-A/B per-Google-Local-Pack-impression lift sub-baseline. Per-portfolio per-photo-pattern per-Google-engagement-positive per-portfolio per-future-upload-prior surfacing unavailable.

Per-portfolio per-location-photo registry + per-photo brand-approval + per-vertical-compliance + per-customer-photo moderation + per-photo performance-feedback at AI-runtime closes the gap. Per-portfolio per-quarter per-stale-photo + per-off-brand-photo compression. Per-portfolio per-Google-Local-Pack per-photo-engagement uplift. Per-portfolio per-vertical-compliance pass rate improvement. Per-portfolio per-corporate-marketing hours recovery. Per-portfolio per-customer-uploaded-photo moderation throughput scales.

What is in market — and what each category leaves to you

Per-platform per-GBP-listing management + per-DAM brand-asset library + per-platform creative-production primitives are mature. The per-portfolio per-location-photo registry + per-photo brand-approval + per-vertical-compliance + per-customer-uploaded-photo moderation + per-photo performance-feedback + per-franchisee dashboard at multi-location-operator scale is operator-side architecture.

Per-platform per-GBP-listing management — Yext, SOCi, BrightLocal, Whitespark, GMB Crush, Synup, PlePer, ChainXY, Birdeye, Hibu Franchise, Surefire Local, Rio SEO

Excellent at per-platform per-GBP-listing per-photo-upload + per-platform per-listing-management + per-platform per-GBP-API publishing + per-platform per-listing-audit + per-platform per-listing-rollup. The per-portfolio per-location-photo registry + per-photo brand-approval + per-vertical-compliance + per-customer-uploaded-photo moderation + per-photo performance-feedback + per-franchisee dashboard at multi-location-operator scale are operator-side architecture above the per-platform per-GBP-listing primitive.

Per-DAM brand-asset library — Frontify, Bynder, Canto, Brandfolder, MediaValet, Widen Collective

Strong at per-DAM brand-asset library + per-DAM brand-kit + per-DAM digital-rights-management + per-DAM brand-portal + per-DAM per-asset-version-history. The per-portfolio per-location-photo registry + per-photo per-GBP-API publishing + per-photo per-Google-Local-Pack-performance feedback loop sit above the per-DAM brand-asset library primitive.

Per-platform creative-production — Canva, Adobe Express, Smartsheet

Strong at per-platform creative-production + per-platform brand-template + per-platform per-asset-design + per-platform collaborative-editing. The per-portfolio per-location-photo registry + per-vertical-compliance gate + per-customer-uploaded-photo moderation + per-photo per-GBP-API publishing sit above the per-platform creative-production primitive.

Per-franchisee individual-upload status quo

The status quo at most multi-location operators. Per-franchisee per-location per-individual-upload per-quarter 1-4 per-photo per-no-brand-approval + per-no-vertical-compliance + per-no-customer-photo-moderation + per-no-performance-feedback. Per-31-percent per-portfolio per-stale-off-brand-photo per-portfolio per-quarter. Per-portfolio per-corporate-team capacity caps. Per-vertical compliance-audit per-vendor-isolated. Per-Google- Local-Pack per-photo-engagement sub-baseline.

The pipeline, end to end

Position on the gbp-management agent. Gbp-photo-management is the Photos stage of the 5-skill bundle on gbp-management. Sibling skills: gbp-attribute-management + gbp-posting + gbp-qna-response (cross-link to gbp-qa-response) + autonomy-profile-enforcement.
Per-portfolio per-location-photo registry assembly. Per-portfolio per-location-photo registry assembles per-photo per-canonical-ID + per-photo-metadata + per-photo-publishing-state + per-photo-performance + per-photo-version-history + per-photo-source (per-franchisee-individual + per-customer-uploaded + per-corporate-canonical-asset) + per-photo-type (per-cover + per-logo + per-interior + per-exterior + per-team + per-product + per-360) per-portfolio per-location per-listing.
Per-photo Vision-AI analysis. Per-photo per-Vision-AI analysis runs per-Google- Vision-API + per-AWS-Rekognition + per-Azure-AI- Vision + per-open-source-CLIP per-photo. Per-photo per-visual-feature extraction + per-photo per-color-palette + per-photo per-logo-detection + per-photo per-text-extraction + per-photo per-explicit-content + per-photo per-classification (per-storefront + per-interior + per-product + per-team + per-food + per- 360).
Per-photo brand-approval gate. Per-photo brand-approval gate runs per-photo pre-publish per-portfolio per-corporate-brand approval. Per-photo per-corporate-brand-spec lookup (per-portfolio brand-color-palette + per-portfolio brand-logo + per-portfolio brand-typography + per-portfolio brand-template + per-portfolio per-vertical-brand-sub-template) per-photo per-corporate-brand match. Per-photo per-color-palette-match + per-logo-presence + per-typography-match score above threshold advances pre-publish.
Per-photo vertical-compliance gate. Per-photo per-vertical-compliance gate runs per-photo pre-publish per-FDA + per-FINRA + per-state-medical-board + per-state-cosmetic-board + per-state-AG + per-FTC endorsement per-photo. Per-photo per-visible-text-extraction + per-photo per-claim-detection + per-photo per-disclosure-detection per-photo per-vertical-claim-allowlist match.
Per-photo per-Google-AI-vertical-attribution detection. Per-photo per-Vision-AI per-vertical-classification vs per-portfolio canonical-vertical match. Per-photo per-Google-attribution-correctness check. Per-photo per-Google-mis-attribution detection routes per-photo per-corrective-action queue.
Per-customer-uploaded-photo moderation queue. Per-Google-Business-Profile-API per-location per-week per-customer-uploaded-photo event-stream ingestion. Per-customer-uploaded-photo per-Vision-AI per-brand-mismatch + per-pre-renovation + per-off-brand-flag pre-moderation. Per-moderation per-franchisee per-location per-customer-uploaded-photo review queue per-franchisee per-approve or edit or remove pre-portfolio per-photo. Per-Google-flag-for-removal per-photo per-Google-Business-Profile-API per-removal-request emission.
Per-photo per-Google-Business-Profile-API publishing. Per-photo per-brand-approval-pass + per-vertical-compliance-pass per-photo per-Google-Business- Profile-API per-publish per-portfolio per-location-listing. Per-photo per-cover + per-photo per-additional + per-photo-type per-GBP-API per-portfolio per-listing per-publish.
Per-photo performance feedback. Per-photo per-Google-Local-Pack-impression + per- Google-CTR + per-Google-conversion per-photo + per-photo-A/B testing. Per-portfolio per-week per-photo-performance signal emit per-photo per-Google-engagement.
Per-photo high-performing per-portfolio per-upload-prior feedback. Per-photo high-performing per-portfolio per-photo-upload positive priors feed per-portfolio per-future-upload + per-portfolio per-corporate-canonical-asset publishing. Per-photo low-performing per-portfolio per-retirement-flag + per-portfolio per-photo-replacement queue.
Per-photo per-historical-archive + version-history. Per-photo per-version-history archives per-photo per-portfolio per-3-year + per-photo per-published-version + per-photo per-archived-version + per-photo per-retired-version per-photo lifecycle.
Per-franchisee per-photo dashboard. Per-franchisee per-location per-photo registry + per-photo per-publishing-state + per-photo per-performance + per-photo per-moderation-action queue + per-photo per-customer-uploaded-photo-moderation + per-photo per-brand-approval-or-vertical-compliance-pending visible.
ROI measurement. Per-portfolio per-quarter per-location per-stale-photo population compression rate. Per-portfolio per-quarter per-location per-off-brand-photo compression rate. Per-portfolio per-quarter per-customer-uploaded-photo moderation throughput. Per-portfolio per-quarter per-Google-Local-Pack per-location per-photo-impression + per-Google-CTR + per-Google-conversion improvement. Per-portfolio per-quarter per-photo-A/B per-Google-Local-Pack-impression lift. Per-portfolio per-quarter per-vertical-compliance pass rate per-photo. Per-portfolio per-quarter per- Google-AI-vertical-mis-attribution detection precision. Per-portfolio per-corporate-marketing hours recovery. Per-portfolio per-franchisee per-photo dashboard adoption rate. ROI dominated by per-portfolio per-stale-photo + per-off-brand-photo compression + per-portfolio per-Google-Local-Pack per-photo-engagement uplift + per-portfolio per-vertical-compliance + per-portfolio per-corporate-marketing hours recovery.

Frequently asked

What is GBP photo management?

GBP photo management governs per-location-listing photo lifecycle on Google Business Profile (formerly Google My Business) — per-cover-photo + per-logo + per-interior-photo + per-exterior-photo + per-team-photo + per-product-photo + per-food-photo + per-360-photo + per-customer-uploaded-photo. The per-platform per-GBP-listing management category includes Yext, SOCi, BrightLocal, Whitespark, GMB Crush, Synup, PlePer, ChainXY, Birdeye, Hibu Franchise, Surefire Local, Rio SEO. The per-DAM brand-asset library category includes Frontify, Bynder, Canto, Brandfolder, MediaValet, Widen Collective (now part of Acquia DAM). The per-platform creative-production category includes Canva, Adobe Express, Smartsheet. The GBP photo management skill on the gbp-management agent (Photos stage of the 5-skill bundle alongside gbp-attribute-management + gbp-posting + gbp-qna-response + autonomy-profile-enforcement) — running per-portfolio per-location-photo registry + per-photo per-brand-approval gate + per-photo per-vertical-compliance gate + per-customer-uploaded-photo moderation queue + per-photo per-Google-Business-Profile-API publishing + per-photo per-performance feedback loop + per-franchisee per-photo dashboard at multi-location-operator scale — is operator-side architecture above the per-platform per-GBP-listing primitive.

Why does per-location GBP photo management break down at multi-location-operator scale?

A 90-location multi-vertical operator (per-Restaurant + per-Retail + per-Beauty + per-Wellness across per-state) runs per-portfolio per-location per-GBP-listing per-location-photo-population per-location. Per-location-photo-population typically runs per-location 20-60 photos per-location (per-cover + per-logo + per-interior + per-exterior + per-team + per-product + per-360 + per-historical-archive + per-customer-uploaded). Per-portfolio per-location per-photo lifecycle runs per-franchisee per-location per-individual-upload + per-customer-uploaded + per-corporate-asset. Per-franchisee per-location per-photo per-upload-cadence per-quarter runs per-franchisee 1-4 per-photo per-quarter per per-location. Per-portfolio per-location per-stale-photo population per-quarter accumulates per-franchisee per-no-update-cycle (per-31-percent per-portfolio per-location-listing-population carries stale per-deprecated-storefront-design + per-deprecated-uniform + per-deprecated-product + per-deprecated-menu per-photo per-quarter). Per-portfolio per-location per-off-brand-photo population per-franchisee per-low-resolution-upload + per-poor-lighting-upload + per-pre-2020-storefront-still-up + per-deprecated-product-still-up runs per-portfolio per-quarter sub-baseline. Per-portfolio per-customer-uploaded-photo per-week per-location per-moderation queue per-franchisee per-no-review-cycle accumulates per-customer-uploaded-stale per-customer-uploaded-off-brand per-customer-uploaded-pre-renovation per-portfolio per-quarter. Per-Google-Local-Pack per-location per-search per-photo-impression per-stale-off-brand per-Google-CTR depressed. Per-portfolio per-corporate-marketing per-quarter per-corporate-asset per-portfolio publishing-cadence run per-corporate-team per-week 8-12 hours per-cycle per-portfolio per-quarter. Per-portfolio per-photo-population governance per-portfolio per-corporate-team capacity caps per-portfolio per-quarter. Per-portfolio per-location per-photo per-performance-feedback per-photo per-no-A/B per-Google-Local-Pack-impression lift sub-baseline. Per-portfolio per-location-photo registry + per-photo brand-approval + per-vertical-compliance + per-customer-photo moderation + per-photo performance-feedback at AI-runtime closes the gap.

How is this different from Yext, SOCi, BrightLocal, and 13 others?

Those platforms ship per-platform per-GBP-listing management + per-DAM brand-asset library + per-platform creative-production primitives. Yext + SOCi + BrightLocal + Whitespark + GMB Crush + Synup + PlePer + ChainXY + Birdeye + Hibu Franchise + Surefire Local + Rio SEO ship per-platform per-GBP-listing per-photo-upload + per-platform per-listing-management + per-platform per-GBP-API publishing. Frontify + Bynder + Canto + Brandfolder + MediaValet + Widen Collective ship per-DAM brand-asset library + per-DAM brand-kit + per-DAM digital-rights-management + per-DAM brand-portal. Canva + Adobe Express + Smartsheet ship per-platform creative-production + per-platform brand-template + per-platform per-asset-design. They are excellent at the per-platform per-GBP-listing + per-DAM primitive. The per-portfolio per-location-photo registry (per-portfolio per-photo per-canonical-ID + per-photo-metadata + per-photo-publishing-state + per-photo-performance + per-photo-version-history), the per-photo per-brand-approval gate (per-photo per-corporate-brand-approval pre-publish + per-photo per-color-palette-match + per-photo per-vertical-brand-template match), the per-photo per-vertical-compliance gate (per-photo per-FDA-claim-visible-text + per-photo per-FINRA-disclosure-visible + per-photo per-state-restriction + per-photo per-state-medical-board + per-photo per-state-AG enforcement-priority), the per-customer-uploaded-photo moderation queue (per-week per-customer-uploaded-photo per-portfolio per-Vision-AI per-brand-mismatch + per-pre-renovation + per-off-brand-flag pre-moderation), the per-photo per-Google-Business-Profile-API publishing (per-photo per-cover + per-photo per-additional-photo + per-photo per-photo-type per-GBP-API per-portfolio), the per-photo per-performance feedback loop (per-photo per-Google-Local-Pack-impression + per-Google-CTR + per-Google-conversion per-photo + per-photo-A/B testing), the per-photo per-Google-AI-vertical-mis-attribution-detection (per-photo per-Vision-AI per-vertical-classification + per-photo per-Google-attribution-correctness), the per-franchisee per-photo dashboard + per-portfolio per-corporate-marketing per-quarter per-photo-governance-cycle, the wired-into-5-skill gbp-management agent bundle at multi-location-operator scale are operator-side architecture above the per-platform per-GBP-listing primitive.

How does per-customer-uploaded-photo moderation actually work?

Per-customer-uploaded-photo moderation runs per-portfolio per-week per-location per-customer-uploaded-photo population. Per-Google-Business-Profile-API per-location per-week per-customer-uploaded-photo event-stream ingestion per-portfolio. Per-customer-uploaded-photo metadata + per-photo-image per-portfolio per-Vision-AI analysis (per-Google-Vision-API + per-AWS-Rekognition + per-Azure-AI-Vision + per-open-source-CLIP). Per-Vision-AI runs per-photo per-brand-mismatch-detection (per-photo per-color-palette-match against per-portfolio brand-template; per-photo per-logo-presence; per-photo per-uniform-match; per-photo per-storefront-design-match against per-current-storefront-version) + per-photo per-pre-renovation-detection (per-photo per-historical-storefront-archive comparison; per-photo per-deprecated-version-match) + per-photo per-off-brand-content-detection (per-photo per-explicit-content + per-photo per-competitor-logo + per-photo per-deprecated-product). Per-customer-uploaded-photo per-Vision-AI score routes per-moderation cohort (per-Google-AI-safe-approve + per-Google-AI-edit-suggest + per-Google-AI-flag-for-removal + per-Google-AI-flag-for-human-review). Per-moderation per-franchisee per-location per-customer-uploaded-photo review queue per-franchisee per-approve or edit or remove per-pre-portfolio per-photo. Per-Google-flag-for-removal per-photo per-Google-Business-Profile-API per-removal-request emission per-portfolio per-Google-photo-policy enforcement.

How does per-photo brand-approval + vertical-compliance gate work?

Per-photo brand-approval gate runs per-photo pre-publish per-portfolio per-corporate-brand approval. Per-photo per-corporate-brand-spec lookup (per-portfolio brand-color-palette + per-portfolio brand-logo + per-portfolio brand-typography + per-portfolio brand-template + per-portfolio per-vertical-brand-sub-template) per-photo per-corporate-brand match. Per-photo per-Vision-AI per-color-palette-match + per-logo-presence + per-typography-match score. Per-photo per-corporate-brand-approval score above threshold advances pre-publish. Per-photo per-brand-fail routes per-photo regeneration + per-corporate-template substitution + per-franchisee per-photo re-upload. Per-photo per-vertical-compliance gate runs per-photo pre-publish per-FDA + per-FINRA + per-state-medical-board + per-state-cosmetic-board + per-state-control + per-state-AG + per-FTC endorsement per-photo. Per-photo per-Vision-AI per-visible-text-extraction + per-photo per-claim-detection + per-photo per-disclosure-detection per-photo per-vertical-claim-allowlist match. Per-photo per-vertical-compliance-pass advances pre-publish. Per-vertical-compliance-fail routes per-photo + per-franchisee per-photo edit + per-vertical-compliance-aware regeneration. Per-photo per-brand-approval-pass + per-vertical-compliance-pass per-photo per-Google-Business-Profile-API per-publish per-portfolio per-location-listing.

How do you measure ROI on per-location GBP photo governance?

Per-portfolio per-quarter per-location stale-photo population compression rate (per-portfolio per-location-listing-population per-stale-photo percentage, tracked against the operator-measured pre-automation baseline — typically 27-31 percent of the location-listing population carries stale-or-off-brand photos). Per-portfolio per-quarter per-location per-off-brand-photo compression rate. Per-portfolio per-quarter per-customer-uploaded-photo moderation throughput (per-portfolio per-week per-customer-uploaded-photo per-moderation-decision count). Per-portfolio per-quarter per-Google-Local-Pack per-location per-photo-impression + per-Google-CTR + per-Google-conversion improvement (per-stale-photo-replacement per-Google-engagement uplift). Per-portfolio per-quarter per-photo-A/B per-Google-Local-Pack-impression lift. Per-portfolio per-quarter per-vertical-compliance pass rate per-photo per-publish (per-FDA + per-FINRA + per-state-medical-board + per-state-cosmetic-board + per-state-control + per-state-AG + per-FTC endorsement compliance). Per-portfolio per-quarter per-Google-AI-vertical-mis-attribution-detection precision (per-photo per-Google-Vision-API per-vertical-classification vs per-portfolio canonical-vertical match). Per-portfolio per-corporate-marketing per-quarter per-corporate-asset publishing-cycle hours recovery. Per-portfolio per-franchisee per-photo dashboard adoption rate. Per-portfolio per-quarter per-franchisee per-photo-upload throughput improvement. ROI is dominated by per-portfolio per-quarter per-stale-photo + per-off-brand-photo compression + per-portfolio per-Google-Local-Pack per-photo-engagement uplift + per-portfolio per-vertical-compliance pass rate + per-portfolio per-corporate-marketing hours recovery.

Hire the agent that governs every per-location-listing photo before Google indexes it stale

The gbp-management agent owns the 5-skill bundle — gbp-attribute-management + gbp-posting + gbp-photo-management + gbp-qna-response + autonomy-profile-enforcement — sitting on top of whichever per-platform per-GBP-listing source (Yext, SOCi, BrightLocal, Whitespark, GMB Crush, Synup, PlePer, ChainXY, Birdeye, Hibu Franchise, Surefire Local, Rio SEO), per-DAM brand-asset source (Frontify, Bynder, Canto, Brandfolder, MediaValet, Widen Collective), per-platform creative-production source (Canva, Adobe Express, Smartsheet), or per-Vision-AI source (Google Vision API, AWS Rekognition, Azure AI Vision) you license downstream. Per-portfolio per-location-photo registry + per-photo Vision-AI analysis + per-photo brand-approval gate + per-photo vertical-compliance gate + per-photo per-Google-AI-vertical-attribution detection + per-customer-uploaded-photo moderation queue + per-photo per-Google-Business-Profile-API publishing + per-photo performance feedback + per-photo high-performing per-upload-prior feedback + per-photo per-historical-archive + per-franchisee per-photo dashboard + audit trail.

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