Cannibalization risk scoring — on demand, not six weeks per study
For every candidate territory, get a continuous cannibalization risk score against your existing units — with the methodology preserved for FDD Item 12 audit defense.
The problem
A 120-unit fitness franchise wants to add 40 new gyms next year. Every candidate territory needs a cannibalization analysis against existing units. Buxton quoted $20,000 plus six weeks per study. The development team cannot wait six weeks per territory — they need to triage 200+ candidate sites per quarter to figure out which 40 deserve the deep dive. Your existing franchisees want continuous cannibalization risk visibility too — they pay royalty on every dollar an adjacent new unit takes from them, and they have a contractual right under FDD Item 12 to be heard. The enterprise site-selection platforms (Buxton, Tango, SiteZeus, Placer.ai, CARTO, Targomo, ESRI Business Analyst) run per-study reports at $20,000 to $100,000+ per engagement. The franchise development platforms (FranConnect, FranchiseGrade, FRANdata) cover the lifecycle but not the analysis. In-house GIS analysts cost $80,000 to $160,000 a year plus ESRI subscriptions plus four to twelve weeks per study. Manual spreadsheet analysis falls apart past five locations. Portfolio operators running three to seven banners face cross-banner cannibalization complexity that none of the standard tools address.
What success looks like
Every candidate territory gets a continuous cannibalization risk score against your existing units. The development team triages 200+ candidate sites per quarter, not five. Existing franchisees see the cannibalization risk score for any prospective neighbor before the deal closes, and the FDD Item 12 territorial protection analysis is on file. Portfolio operators see cross-banner cannibalization across all their brands. Every score, every territorial-protection decision, every methodology choice is preserved with a timestamp and a source — so when a franchisee challenges a development decision under FDD Item 12, the answer is defensible.
How most operators solve this today
Five categories handle cannibalization. None are built for the development team that needs to evaluate hundreds of territories continuously.
Enterprise site-selection platforms (Buxton, Tango, SiteZeus, Placer.ai, CARTO, Targomo, ESRI Business Analyst)
$5,000 to $150,000+ per year
Per-study reports at $20,000 to $100,000+ per engagement, four to six weeks per study. Not continuous.
Franchise development platforms (FranchiseGrade, FranConnect, FRANdata)
$1,000 to $200,000+ per year
Cover the development lifecycle. Cannibalization analysis is not the core capability.
Retail cannibalization consultancies (Buxton consulting, Synergos, Kalibrate, Kantar Retail)
$50,000 to $500,000 per engagement
Quarterly consultancy engagements at premium prices. Not always-on.
In-house GIS analyst plus ESRI ArcGIS Pro plus demographic data
$80,000 to $160,000 per year for the analyst, plus $1,500 to $10,000 per seat for ESRI, plus $10,000 to $50,000+ for demographic data
Four to twelve weeks per study. Does not scale to 200+ sites per quarter.
Build it in-house
Free plus one to two days per candidate site
Excel and Google Maps work for the first five locations. They fall apart for nuanced multi-banner analysis.
What changes when this is an agent skill
Every candidate territory gets a continuous cannibalization risk score against your existing units. The score updates as your operating footprint changes, as competitor moves shift the market, and as demographic data refreshes. Pulls demographics, foot-traffic data, real-estate listings, and your existing franchisee footprint to produce one score with the underlying data attached. Portfolio operators running three to seven banners see cross-banner cannibalization automatically — a new unit under one brand that would impact an existing unit under another brand surfaces in the analysis. State-specific territorial protection rules apply where they need to. Every score and every territorial protection decision is preserved for FDD Item 12 audit defense. High-cannibalization-risk spikes route to the development team and to the affected franchisee for review. Buxton, Tango, SiteZeus, and Placer.ai stay useful for one-off site-selection studies. This sits at the always-on continuous-scoring layer for the development team running hundreds of evaluations.
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.
Territory Analysis + Market Scoring Agent
Franchise-developer decisioning surface — per-market buy/skip/probe scoring with demographics, foot-traffic, real-estate, and FDD territorial-protection gating.
FAQ
- What signals feed the cannibalization score?
- Demographics, drive-time trade areas, foot-traffic data, real-estate listings, competitor density, your existing franchisee footprint, and per-location revenue history. Together they produce a defensible score with the underlying data attached.
- How is this different from Buxton or SiteZeus?
- Those run per-study reports at $20,000 to $100,000+ per engagement and take four to six weeks per study. This produces a continuous score per territory, on demand.
- How is this different from an in-house GIS analyst with ESRI?
- A GIS analyst can produce excellent cannibalization analyses. They cost $80,000 to $160,000 a year and take four to twelve weeks per study. This scales to hundreds of evaluations a quarter.
- How does FDD Item 12 audit defense work?
- Every score, every territorial protection decision, and every methodology choice is timestamped and preserved. When a franchisee challenges a development decision, the analysis is on file with the data sources and the methodology.
- Can portfolio operators see cross-banner cannibalization?
- Yes. If you run three to seven brands, a new unit under one brand that would cannibalize an existing unit under another brand surfaces in the analysis automatically.
- How is this different from a manual spreadsheet or Google Maps check?
- Manual analysis works for the first five locations. It falls apart for nuanced multi-banner analysis or 200+ sites per quarter.
- How is this priced?
- Per engagement, not per study. Adding territories does not multiply the bill.