Get-Found Swarm · GBP-Management Agent · Multi-Location- Citation-Cleanup-Governance Skill · Build pillar · Published October 3, 2026
How to build multi-location citation cleanup governance across 50-500 locations + 30+ citation sources
A 4-skill bundle (Discover + Classify + Reclaim + Suppress) layered above the existing Yext + Synup + Uberall + SOCi + BirdEye + Reputation.com + Vendasta + Moz Local + Whitespark + BrightLocal + Rio SEO + Localworks + Chatmeter + Botify Local listings- management substrate + the Acxiom + Data Axle (formerly Infogroup) + Factual (Foursquare Places) + Localeze (Neustar) + Dun & Bradstreet Hoovers + Yext Knowledge Network aggregator substrate + the Google Business Profile + Bing Places + Apple Maps Connect + Yelp + Facebook + Foursquare + TripAdvisor + Yellow Pages + Citysearch + BBB + Mapquest + Waze + HERE Maps + Bing Maps citation-source substrate + the Google Business Profile owner verification (postcard + phone + video) + Bing Places for Business verification + Apple Maps Connect verification + Yelp owner verification + Facebook Pages verification identity substrate + the Jira Service Management + Salesforce Service Cloud + ServiceNow + Zendesk + Freshservice + Squadcast case- management substrate. Anchored on Lanham Act 15 USC 1051 trademark protection + naked-licensing doctrine (Dawn Donut v Hart Food Stores 1959 + Stanfield v Osborne Industries 1995 + Doeblers Pennsylvania Hybrids 2010) + FDD Item 17 + per-platform ownership-claim + identity-verification process + FTC Section 5 + FTC Made-in-USA + Lanham Act 15 USC 1125(a) + per-state UDAP + ADA Title III + WCAG 2.2 AA + Robles v Dominos 9th Cir 2019 + Gil v Winn-Dixie 11th Cir 2021 + CCPA + CPRA + state-comprehensive-privacy + GDPR + NIST AI RMF + ISO 42001 + EU AI Act.
The 4-skill bundle on the GBP-management agent
Multi-location citation cleanup governance is one skill on the GBP-management agent. The skill decomposes into four operationally distinct sub-skills, each with its own success criteria and its own handoff to the next.
1. Discover
Per-citation-source poll under operator-chosen listings-management vendor authentication (Yext + Synup + Uberall + SOCi + BirdEye + Reputation.com + Vendasta + Moz Local + Whitespark + BrightLocal + Rio SEO + Localworks + Chatmeter + Botify Local) plus direct-platform polling where APIs exist (Google Business Profile API + Bing Places API + Apple Maps Connect + Yelp Fusion + Facebook Pages + Foursquare Places + TripAdvisor). Per-pair identify: ghost listing (location does not exist or closed); duplicate listing (multiple listings same location); orphan listing (no operator-side ownership claim); stale data (NAP + hours + category drift via NAP-monitoring sibling handoff); aggregator-source pollution (Acxiom + Data Axle + Factual + Localeze + Dun & Bradstreet Hoovers + Yext Knowledge Network). Capture per-platform claim status (verified + unverified + claim- pending + claim-rejected).
2. Classify
Map each discovered discrepancy to one of four remediation pathways. (1) self-claim via per- platform ownership-claim flow (GBP postcard + phone + video; Bing Places verification; Apple Maps Connect; Yelp owner; Facebook Pages). (2) merge- and-claim via per-platform duplicate-merge tool (GBP duplicate report; Bing Places merge; Yelp duplicate flag; Foursquare merge). (3) suppress- or-mark-closed via per-platform closed-listing flow (GBP mark-closed; Apple Maps Connect closed status; Yelp closed flag; Facebook Pages permanently -closed). (4) aggregator-source correction via per -aggregator data-fix submission (Acxiom + Data Axle + Factual + Localeze + Dun & Bradstreet Hoovers + Yext Knowledge Network correction-request). Operator-counsel-documented escalation rules: trademark cease-and-desist + UDRP + FDD Item 17.
3. Reclaim
Per-platform ownership-claim workflow with operator -verified identity evidence (corporate-marketing or franchisor identity for corporate-owned + franchisee identity with operator-counsel-approved documentation for franchisee-operated). Per-platform verification: Google Business Profile sends postcard to physical address + offers phone verification + video verification; Apple Maps Connect requires authenticated business identity; Yelp requires owner-identity verification; Facebook Pages requires page-admin authentication; Bing Places requires Microsoft account + business identity. Each step records per-platform verification evidence + identity-of-record + decision in case-management (Jira Service Management + Salesforce Service Cloud + ServiceNow + Zendesk + Freshservice).
4. Suppress
Per-platform closed-listing or mark-permanently- closed workflow when reclaim is not possible (closed location + prior-owner identity not available). Per-aggregator-source closure- propagation tracking. Per-platform identity authority preservation is operator-counsel- validated — Reclaim NEVER claims a listing without legitimate identity authority because false claims expose operator to platform-side enforcement + trademark-misuse claims.
The real ecosystem this skill sits above
Listings management + aggregator substrate
Yext, Synup, Uberall, SOCi, BirdEye, Reputation.com, Vendasta, Moz Local, Whitespark, BrightLocal, Rio SEO, Localworks, Chatmeter, Botify Local listings management. Acxiom, Data Axle (formerly Infogroup), Factual (Foursquare Places), Localeze (Neustar), Dun & Bradstreet Hoovers, Yext Knowledge Network aggregators that propagate stale records downstream.
Citation-source + identity substrate
Google Business Profile, Bing Places, Apple Maps Connect, Yelp, Facebook, Foursquare, TripAdvisor, Yellow Pages, Citysearch, BBB, Manta, Mapquest, Superpages, Local.com, Hotfrog, Brownbook, Cylex, Insider Pages, MerchantCircle, EZLocal, Whitepages, Yahoo Local, Waze, HERE Maps, Bing Maps, Tomtom, Garmin Maps. Per-platform identity verification: GBP postcard + phone + video; Bing Places Microsoft account; Apple Maps Connect authenticated business; Yelp owner identity; Facebook Pages admin authentication.
Case-management substrate
Jira Service Management, Salesforce Service Cloud, ServiceNow, Zendesk, Freshservice, Squadcast, HappyFox for per-incident case tracking. Each Discover + Classify + Reclaim + Suppress step emits a case-management entry so franchisee + corporate- marketing + franchisor counsel + IT-security share the audit trail.
5-anchor compliance overlay
Anchor 1 — Lanham Act + naked-licensing doctrine + FDD Item 17 + per-platform ownership-claim + identity-verification process (operationally distinctive)
Stale citations under the franchisor trademark that the franchisor does not control fall inside the same naked-licensing doctrine concern as franchisee -generated content. The Lanham Act (15 USC 1051 et seq) protects trademark rights only when the trademark owner exercises adequate quality control over use of the mark. Citations that misrepresent operator NAP + hours + category + brand presentation are uncontrolled use of the mark; sustained failure to clean them up accumulates naked-licensing exposure (Dawn Donut v. Hart Food Stores 2d Cir 1959; Stanfield v. Osborne Industries 10th Cir 1995; Doeblers Pennsylvania Hybrids v. Doebler 3d Cir 2010). FDD Item 17 (renewal + termination + transfer) governs ownership-change events that leave orphan listings — when a franchisee transfers a unit the listings ecosystem does not automatically follow. Per-platform ownership-claim + identity-verification process is the unique operational mechanism: Google Business Profile + Bing Places + Apple Maps Connect + Yelp + Facebook Pages each have their own per- platform process. Operationally distinctive — citation cleanup is an identity + ownership-claim workflow as much as a data-correction workflow.
Anchor 2 — FTC Section 5 + FTC Made-in-USA + Lanham Act false advertising + per-state UDAP
When stale citations carry misrepresented brand + claim content (Made-in-USA claim on a closed location + outdated price claim + outdated endorsement display), FTC Section 5 + FTC Made-in -USA Labeling Rule 16 CFR Part 323 + Lanham Act 15 USC 1125(a) false advertising + per-state UDAP statutes apply. Reclaim corrective evidence references the claims-allowlist-substantiation sibling skill where applicable.
Anchor 3 — ADA Title III + WCAG 2.2 AA + DOJ ADA Web Accessibility Final Rule
When accessibility attributes (wheelchair- accessible + accessible parking + accessible restroom) figure into discrepancy classification, ADA Title III + 2010 ADA Standards + WCAG 2.2 AA + DOJ ADA Web Accessibility Final Rule apply. Robles v Dominos 9th Cir 2019 + Gil v Winn-Dixie 11th Cir 2021 remain the durable digital- accessibility evidence anchor.
Anchor 4 — CCPA + CPRA + state-comprehensive- privacy + GDPR
Franchisee + customer identity evidence captured during ownership-claim verification may contain personal information under California Consumer Privacy Act + California Privacy Rights Act + 18 state-comprehensive-privacy statutes + GDPR. DSAR overlay tagging preserves data-subject-access- request fulfillment evidence per identity record.
Anchor 5 — NIST AI RMF + ISO 42001 + EU AI Act + per-vendor LLM zero-retention
When AI-driven Discover classification (LLM- assisted ghost vs duplicate vs orphan vs stale- data classification) is used, NIST AI Risk Management Framework + ISO 42001 + applicable EU AI Act articles + per-vendor LLM zero-retention posture apply. LLM is NEVER sole gating mechanism — pattern + per-source signal + operator review.
6-workstream pre-engagement-baseline reporting cycle
Per-platform reclaim-success rate + per-aggregator-source closure-propagation cycle time are what the data shows after the workflow is built, not numbers Completions promises in advance.
- Discover coverage. Per-citation- source polling cadence adherence, per-source claim- status capture, per-aggregator-source pollution detection, per-location-per-citation-source pair completeness.
- Classify quality. Per-discrepancy pathway routing accuracy, per-pathway operator- counsel-documented escalation rule reference, per- discrepancy FDD Item 17 cross-reference where transfer-related.
- Reclaim quality. Per-platform ownership-claim verification evidence completeness, per-platform identity-of-record capture, per-step case-management record, per-platform verification- success rate.
- Suppress quality. Per-platform closed-listing flow execution completeness, per- platform closed-status capture, per-aggregator-source closure-propagation tracking.
- 5-anchor compliance posture freshness. Lanham Act trademark protection + naked-licensing doctrine evidence accumulation + Dawn Donut + Stanfield + Doeblers case-law reference + FDD Item 17 transfer documentation + per-platform ownership- claim process posture freshness + FTC Section 5 + FTC Made-in-USA + Lanham Act false-advertising + per -state UDAP + ADA Title III + WCAG 2.2 AA + CCPA + CPRA + state-comprehensive-privacy + GDPR + NIST AI RMF + ISO 42001 + EU AI Act posture.
- Audit-trail completeness. Per- Discover record, per-Classify decision record, per- Reclaim verification record, per-Suppress closure record.
Frequently asked questions
What does multi-location citation cleanup governance across 50-500 locations actually solve?
Operators acquiring franchise units + retail locations + service-area territories over time accumulate orphan, ghost, and duplicate citations across the citation-source ecosystem. A location that was acquired via M&A carries citations under the prior owner identity. A franchisee transfer (FDD Item 17 event) leaves the prior franchisee identity attached to the GBP + Yelp + Facebook + Apple Maps listings. A closed location remains visible at Foursquare + Yellow Pages + Citysearch + BBB + Manta + Mapquest + Yext Knowledge Network for years after closure. Aggregator-sourced data (Acxiom + Data Axle + Factual + Localeze + Dun & Bradstreet Hoovers) propagates stale records back through downstream consumers. At 50-500 locations + 30+ citation sources the operator faces hundreds to thousands of citation discrepancies that the listings-management vendors (Yext + Synup + Uberall + SOCi + BirdEye + Reputation.com + Vendasta + Moz Local + Whitespark + BrightLocal + Rio SEO + Localworks + Chatmeter + Botify Local) cannot resolve without operator-side identity verification + per-platform ownership-claim work. The skill discovers what is wrong, classifies by remediation pathway, reclaims ownership where possible, and suppresses or marks closed where cleanup is required.
Why is Lanham Act + naked-licensing doctrine + FDD Item 17 + per-platform ownership-claim the operationally distinctive frame?
Stale citations under the franchisor trademark that the franchisor does not control fall inside the same naked-licensing doctrine concern as franchisee-generated content. The Lanham Act (15 USC 1051 et seq) protects trademark rights only when the trademark owner exercises adequate quality control over use of the mark. Citations that misrepresent operator NAP + hours + category + brand presentation are uncontrolled use of the mark; sustained failure to clean them up accumulates naked-licensing exposure (Dawn Donut v. Hart Food Stores 2d Cir 1959; Stanfield v. Osborne Industries 10th Cir 1995; Doeblers Pennsylvania Hybrids v. Doebler 3d Cir 2010). FDD Item 17 (renewal + termination + transfer) governs ownership-change events that leave orphan listings — when a franchisee transfers a unit, the listings ecosystem does not automatically follow, and the operator inherits a cleanup obligation. Per-platform ownership-claim + identity-verification process is the unique operational mechanism: Google Business Profile owner verification (postcard + phone + video) + Bing Places for Business verification + Apple Maps Connect verification + Yelp owner verification + Facebook Pages verification each have their own per-platform process + per-platform identity requirements. Operationally distinctive — citation cleanup at multi-location scale is an identity + ownership-claim workflow as much as a data-correction workflow.
How does the Discover skill find what is actually wrong without flooding the queue?
The Discover sub-skill polls each citation source under the operator-chosen listings-management vendor authentication (Yext + Synup + Uberall + SOCi + BirdEye + Reputation.com + Vendasta + Moz Local + Whitespark + BrightLocal + Rio SEO + Localworks + Chatmeter + Botify Local) plus direct-platform polling where APIs exist (Google Business Profile API + Bing Places API + Apple Maps Connect + Yelp Fusion + Facebook Pages + Foursquare Places + TripAdvisor). For each per-location per-citation-source pair Discover identifies: ghost listing (location does not exist or has closed but listing persists); duplicate listing (multiple listings for the same location); orphan listing (listing exists but no operator-side ownership claim); stale data (NAP + hours + category drift detected via handoff to the NAP-monitoring sibling skill); aggregator-source pollution (record present at Acxiom + Data Axle + Factual + Localeze + Dun & Bradstreet Hoovers + Yext Knowledge Network that propagates downstream). Discover also captures the per-platform claim status (verified + unverified + claim-pending + claim-rejected) so the per-platform ownership-claim posture is part of the discovery record.
How does the Classify skill route discoveries to the right cleanup pathway?
Classify maps each discovered discrepancy to one of four remediation pathways: (1) self-claim via per-platform ownership-claim flow (Google Business Profile postcard + phone + video verification; Bing Places for Business verification; Apple Maps Connect; Yelp owner verification; Facebook Pages verification); (2) merge-and-claim via per-platform duplicate-merge tool (Google Business Profile duplicate report + Bing Places merge request + Yelp duplicate flag + Foursquare merge); (3) suppress-or-mark-closed via per-platform closed-listing flow (Google Business Profile mark-closed + Apple Maps Connect closed status + Yelp closed flag + Facebook Pages permanently-closed); (4) aggregator-source correction via per-aggregator data-fix submission (Acxiom + Data Axle + Factual + Localeze + Dun & Bradstreet Hoovers + Yext Knowledge Network correction-request workflows). Per-pathway operator-counsel-documented escalation rules apply when the pathway requires legal involvement (trademark cease-and-desist for unauthorized listings using the operator mark; UDRP for domain-related discrepancies; FDD Item 17 documentation for franchisee-transfer orphans).
How do the Reclaim and Suppress skills execute the cleanup work without breaking operator-side identity authority?
Reclaim runs the per-platform ownership-claim workflow with operator-verified identity evidence (corporate-marketing or franchisor identity for corporate-owned + franchisee identity with operator-counsel-approved documentation for franchisee-operated). Per-platform verification mechanisms vary: Google Business Profile sends postcard to physical address + offers phone verification + video verification; Apple Maps Connect requires authenticated business identity; Yelp requires owner-identity verification; Facebook Pages requires page-admin authentication; Bing Places requires Microsoft account + business identity. Each Reclaim step records per-platform verification evidence + identity-of-record + per-step decision in case-management (Jira Service Management + Salesforce Service Cloud + ServiceNow + Zendesk + Freshservice). Suppress runs the per-platform closed-listing or mark-permanently-closed workflow when reclaim is not possible (closed location + prior-owner identity not available). Per-platform identity authority preservation is operator-counsel-validated — Reclaim never claims a listing without legitimate identity authority because false claims expose the operator to platform-side enforcement + trademark-misuse claims.
How does Completions report on this without fabricating KPI commitments?
Pre-engagement baseline is established in the first 30 days. Reporting cycles cover the six workstreams: Discover coverage (per-citation-source polling cadence adherence + per-source claim-status capture + per-aggregator-source pollution detection + per-location-per-citation-source pair completeness), Classify quality (per-discrepancy pathway routing accuracy + per-pathway operator-counsel-documented escalation rule reference + per-discrepancy FDD Item 17 cross-reference where transfer-related), Reclaim quality (per-platform ownership-claim verification evidence completeness + per-platform identity-of-record capture + per-step case-management record + per-platform verification-success rate), Suppress quality (per-platform closed-listing flow execution completeness + per-platform closed-status capture + per-aggregator-source closure-propagation tracking), 5-anchor compliance posture freshness (Lanham Act trademark protection + naked-licensing doctrine evidence accumulation + Dawn Donut + Stanfield + Doeblers case-law reference + FDD Item 17 transfer documentation + per-platform ownership-claim process posture freshness + FTC Section 5 + FTC Made-in-USA + Lanham Act false-advertising + per-state UDAP + ADA Title III + WCAG 2.2 AA + CCPA + CPRA + state-comprehensive-privacy + GDPR + NIST AI RMF + ISO 42001 + EU AI Act posture), audit-trail completeness (per-Discover record + per-Classify decision record + per-Reclaim verification record + per-Suppress closure record).
Engage Completions
Operators accumulating orphan + ghost + duplicate citations across 30+ citation sources due to M&A + franchisee transfers + closures + aggregator pollution face a cleanup workflow that listings-management vendors cannot resolve without operator-side identity verification + per-platform ownership-claim work. Completions architects the workflow as a 4-skill bundle layered above the existing Yext + Synup + Uberall + SOCi + BrightLocal + Moz Local + Acxiom + Data Axle + Localeze + Yext Knowledge Network + Google Business Profile + Bing Places + Apple Maps Connect + Yelp + Facebook + Jira Service Management ecosystem. Start with the Tier 1 AI Readiness Assessment (2-3 weeks), build with the Tier 2 Setup Sprint (4- 8 weeks), or engage Tier 3 Fractional CMO with AI Swarm (6-month minimum).
Related reading
- How to build continuous NAP monitoring with drift alerting across 50-500 franchise locations — sibling build-pillar on same agent (Discover hands off stale-data detection to this skill; NAP monitoring detects drift continuously while citation cleanup handles the resolution)
- How to build GBP suspension recovery at 50-500 franchise + multi-location scale — sibling build- pillar on same agent (per-platform ownership-claim + identity-verification work overlaps when suspension stems from ownership confusion)
- How to build a franchisee content-moderation queue — sibling build-pillar (parallel Lanham Act + naked-licensing doctrine compliance frame applied to franchisee-generated content vs to citation- source content)