Who this is for
Best fit: franchisors, multi-unit franchisees, regional operators, and agencies managing location networks where one wrong AI answer can send buyers to the wrong store or a competitor.
FranchisorBrand governance, location templates, and executive visibility by market.
FranchiseeLocal proof, review velocity, and AI-referred leads for owned units.
AgencyWhite-label monitoring and escalation into Growth/Authority delivery.
The franchise AI risk audit
| Risk | What AI may do | Proof Engine fix |
|---|
| HQ bleed | Recommend the national office instead of a local unit. | Location schema, NAP matrix, and per-location AI scans. |
| Duplicate collision | Split reviews or cite an old address. | Listing cleanup, ownership transfer, and accuracy repair. |
| Brand-only mention | Name the brand without an actionable nearby location. | Local landing pages, GBP/Apple BC hygiene, and review themes. |
| Franchisee confusion | Attribute the wrong operator or market. | Entity profile templates and governance rules by operating model. |
Multi-location dashboard demo
| Location | AI status | Leading competitor | Priority fix |
|---|
| Plano, TX | Named on 2/6 engines | Independent competitor | Review + local proof sprint |
| Scottsdale, AZ | Wrong phone in one answer | Aggregator page | Accuracy repair + NAP sync |
| Tampa, FL | Brand named, no unit | Nearby chain | Location schema + GBP Q&A |
90-day rollout
- Days 1-21: location inventory, baseline scans, NAP matrix, competitor set, and wrong-fact log.
- Days 22-45: entity/schema templates, listing cleanup, review engine, and location page repairs.
- Days 46-75: rescan by market, prioritize underperformers, and launch local proof assets.
- Days 76-90: executive rollup, franchisee scorecards, attribution review, and expansion plan.
Offer paths
Single unitFree scan -> AI Starter -> Local Authority.
Multi-unitLocation bundle, store scorecards, and Super Pixel attribution.
FranchisorGovernance audit, dashboard rollups, and per-location proof engine.