One master record per location — reconciled across every source, propagated everywhere automatically
One trusted record per location, reconciled across POS, Google Business Profile, Yext, HR, and your CMS — and when anything changes, every marketing surface updates automatically.
The problem
Your hours are wrong in three places. Your manager bios are stale on the location pages but updated in HR. You just changed the Denver service menu in the POS and nobody told marketing. The Google Business Profile attributes drifted off the spreadsheet two months ago and you found out from a customer review. At 80 locations, this happens every week.
The deeper problem is that there is no single trusted record. The "single source of truth" is whoever logged in last to whichever system. Addresses live in the legal-entity database. Hours live in the POS or in Google Business Profile. Services live in the CMS plus the marketing brief plus the menu PDF. Manager bios live in HR. License status lives in your compliance officer's inbox. Every system thinks it is the truth. None of them are.
The cost shows up as people. A 50-location operator burns 10 to 20 hours of someone's week just keeping the systems aligned. Listings distribution tools like Yext and BrightLocal sync to directories, but they consume whatever record you give them — conflicts and all. Enterprise master data management systems like Informatica and Reltio cost $100,000 to $500,000 a year and were built for customer or product data, not multi-location operations.
What success looks like
One trusted record per location, reconciled across every source system using rules you configure — which system wins for which field, what counts as fresh enough. Anything the rules cannot resolve routes to a single human review queue with full context. The record validates against your industry's requirements before it goes live (HIPAA fields, ABV, FDA supplement metadata).
When something changes — a new manager, an hour update, a service added — every downstream system gets notified automatically. The location page updates. Google Business Profile gets the new info. Yext and the directories sync. Email, ads, and social pick up the new facts. Marketing always knows what changed, because the change announces itself.
The audit trail builds itself. Six to seven years of versioned history for regulator defense and point-in-time queries. A 50-state operator sleeps better.
How most operators solve this today
A few categories of tools exist, but none of them produce the trusted master record. They either push data downstream or store it without reconciling conflicts across sources:
Listings distribution tools (Yext, BrightLocal, Uberall, Birdeye, Reputation.com)
$29 to $1,500 per location per year
Push your data out to 50-150 directories. They consume whatever record you give them, conflicts and all. They do not reconcile across your source systems and they do not notify your downstream marketing when something changes.
Enterprise master data management (Informatica, Reltio, Stibo, Profisee)
$100,000 to $500,000/year
Built for customer and product data at enterprise scale. Not built for multi-location operations (addresses, hours, services, manager bios, license status). Implementation runs six to twelve months of consulting.
In-house person + master spreadsheet
$80,000 to $150,000 fully loaded, 10-20 hours/week
The "source of truth" lives in Google Sheets, Airtable, or Notion. Updates propagate through manual webhooks, Zapier chains, or Slack messages. Falls apart past 50 locations.
POS, HRIS, CMS, CRM in isolation
Already in your stack
Each system thinks it is the truth. None of them reconcile against the others. Marketing finds out about changes from customer complaints.
Build it in-house
Senior engineer ($130-220k) + ongoing maintenance
A 6-12 month build for a v1. Every new source system is another project. APIs deprecate constantly and the maintenance burden never ends.
What changes when this is an agent skill
One master record per location, reconciled across every system that holds a piece of the truth — Google Sheets, Airtable, Notion, Salesforce, HubSpot, Google Business Profile, Yext, BrightLocal, POS (Square, Toast, Lightspeed, Clover, Shopify POS), HRIS, and your CMS.
Conflicts resolve against rules you configure. You say which system wins for which field. You say what counts as fresh enough. Anything the rules cannot resolve goes to a single human review queue with full context. The system learns from past decisions, so repeat conflicts auto-resolve over time.
Industry-specific validation runs before any record goes live. HIPAA fields for healthcare. License status for . ABV for alcohol. FDA metadata for supplements. If a record fails validation, it never goes downstream — it stays in staging until your compliance officer signs off.
When something changes, every downstream system gets notified automatically. The location page updates. Google Business Profile gets the new info. Yext, BrightLocal, and the directories sync. Email, ads, social, and product descriptions pick up the new facts. PE roll-up portfolios get cross-brand reconciliation — back-office systems can be shared while each brand keeps its own surfaces.
Six to seven years of versioned history are kept for regulator defense. When a regulator opens an inquiry, the evidence package builds itself.
Agents that include this skill
Skills live inside agent rentals. To get this skill in production, hire any of the agents below — context-tuning at onboarding is included in the first month.
Per-Location Page Generator Agent
Produces canonical location + service pages with schema.org markup, distinctness gating, and master-record sync.
Google Business Profile Agent
Owns GBP attributes, posts, photos, and Q&A across every location — respects per-location autonomy profiles.
Citation + Link-Build Agent
Maintains NAP consistency across 50-200 directories and runs governed local link outreach under hard volume caps.
Master Record Canonicalization Agent
Ingests every operator source system, resolves per-location fact conflicts, and emits the canonical master record downstream agents consume.
Offline Attribution Intelligence Agent
Surface-as-foundation hybrid — answers which marketing dollar generated which revenue dollar at which store.
Schema Audit + Remediation Agent
Owns the JSON-LD schema graph — audit, generation, remediation, vertical schema packs, rich-result eligibility, quarterly schema.org absorption.
Email + Multi-Channel Communication-Broadcast Agent
4-channel COMMUNICATION-BROADCAST surface — email Day-1 + SMS + push + direct-mail — per-location orchestration above your ESP stack.
Multi-Location Social Publishing Agent
Owns per-location social across FB, IG, TikTok, LinkedIn — drafts, gates, schedules on brand and per platform.
Local SEM Management Agent
Owns per-location paid search across Google Ads + Bing — rebalances budgets with real per-location attribution.
Loyalty Member Journey Orchestration Agent
Decides when each member gets which offer — tier-transition timing, cross-location earn/redeem, offer dedup.
Per-Location Performance Benchmarking Agent
Compares every location to its peer cohort on the metrics that move budget — at 2σ thresholds with root-cause attribution.
FAQ
- What does the master record actually contain?
- One record per location with everything marketing and operations needs in agreement — address, hours, services, manager bios, license status, photos, attributes, and any industry-specific fields like HIPAA flags or ABV. The record is reconciled across every system that holds part of it.
- How is this different from Yext or BrightLocal?
- Yext and BrightLocal push your data out to directories. They consume whatever record you give them and sync it downstream. This is the layer above — actually producing the trusted record by reconciling across your source systems. Yext and BrightLocal then become one of the downstream consumers, not the source of truth.
- How is this different from Informatica or Reltio?
- Those are enterprise data management platforms built for customer and product data at $100,000-plus a year, with implementations that run six to twelve months. This is purpose-built for multi-location marketing operations (addresses, hours, services, manager bios, license status) with adapters for the actual stack operators run, not generic ETL primitives.
- Which source systems are supported at launch?
- Google Sheets, Airtable, Notion, Salesforce, HubSpot, Google Business Profile, Yext, BrightLocal, POS (Square, Toast, Lightspeed, Clover, Shopify POS), and the common HRIS platforms. Custom adapters for proprietary CMS or POS systems get added as engagements require them.
- How does conflict resolution work?
- You say which system wins for which field — POS owns hours, HR owns manager bios, your compliance officer owns license status, and so on. Where two equally trusted sources disagree, freshness breaks the tie. Anything unresolved routes to a single human review queue with full context. The system learns from past decisions so repeat conflicts auto-resolve.
- What about HIPAA, FDA supplement fields?
- Industry-specific validation runs before any record goes live. A record with a missing HIPAA field or an expired license never propagates downstream — it stays in staging until your compliance officer signs off.
- Can this handle PE roll-up portfolios?
- Yes. Multi-brand portfolios that share back-office systems can keep them shared while each brand maintains its own location surfaces, its own voice, and its own compliance rules.
- What is the retention window for the audit trail?
- Six to seven years, depending on the regulator. Versioned history supports point-in-time queries — useful for HIPAA, FINRA/SEC regulators, and FTC enforcement.