Data-layer swarm · Territory-Analysis-Market-Scoring Agent · Territory-foot-traffic-ingestion skill · Build pillar · Published July 11, 2026

How to build continuous foot-traffic ingestion for franchise development

This guide explains how to architect the territory-foot-traffic-ingestion skill on the territory-analysis-market-scoring agent end-to-end at 18-acquisition-target-per-quarter franchise development scale: per-portfolio per-acquisition-target per-canonical-per-vendor-foot-traffic-stream-spec + per-per-acquisition-target-trade-area-refresh-spec + per-per-pipeline-stage-routing-spec + per-per-FDD-Item-12-attestation-spec + per-per-privacy-compliance-gate-spec + per-per-cross-vendor-reconciliation-spec + per-per-multi-LLM-classification + per-per-confidence-interval-spec + per-per-explainability-spec + per-per-cross-skill-handoff + per-per-FBC-feedback-loop + per-per-audit-trail + per-portfolio audit-trail.

Engage the territory-analysis-market-scoring agent See the 32-agent swarm

What you will build

Per-portfolio per-canonical-per-vendor-foot-traffic-stream-spec across per-Placer-ai + per-SafeGraph + per-Near + per-Foursquare + per-Veraset + per-Cuebiq + per-X-Mode-Outlogic + per-Onemata + per-Predicio + per-AirSage + per-Streetlight-Data + per-Spectus + per-Adsquare + per-API-auth + per-rate-limit + per-pagination + per-retry + per-DLQ + per-cadence (real-time + hourly + daily + weekly) + per-batch-vs-stream + per-replay + per-event-shape-normalization + per-cross-vendor-deduplication + per-foot-traffic-integration-handoff.
Per-canonical-per-acquisition-target-trade-area-refresh-spec — per-radius + per-drive-time-isochrone + per-walk-time-isochrone + per-Huff-gravity + per-MCI + per-LBC + per-daily + per-weekly + per-monthly + per-event-driven + per-multi-LLM-classification + per-confidence.
Per-canonical-per-pipeline-stage-routing-spec — per-prospect-identification + per-initial-screening + per-trade-area-qualification + per-financial-modeling + per-LOI-letter-of-intent + per-due-diligence + per-FDD-disclosure + per-franchise-agreement-signing + per-build-out + per-grand-opening + per-multi-LLM-classification + per-confidence + per-cannibalization-risk-scoring-handoff + per-per-prospect-franchise-territory-analysis-pipeline-handoff.
Per-canonical-per-FDD-Item-12-attestation-spec + per-privacy-compliance-gate-spec — per-protected-territory + per-exclusive-territory + per-non-exclusive-territory + per-encroachment-detection + per-franchise-registration-states-handoff + per-franchise-territory-mapping-handoff + per-CCPA-CPRA-Do-Not-Sell + per-GDPR-consent + per-CASL-Canadian-opt-in + per-PIPEDA-consent + per-Apple-IDFA-AppTrackingTransparency + per-Google-Advertising-ID + per-Android-Privacy-Sandbox + per-iOS-Privacy-Sandbox + per-location-precision-degradation + per-location-aggregation-k-anonymity + per-location-data-retention + per-DSAR + per-right-to-erasure.
Per-canonical-per-cross-vendor-reconciliation + per-multi-LLM + per-confidence-interval + per-explainability + per-cross-skill-handoff + per-FBC-feedback + per-audit-trail — per-cross-vendor-merge + per-deduplication + per-confidence-tier + per-canonical-record-emission + per-cross-source-attribution + per-FBC-pattern-learning + per-multi-LLM-ensemble (GPT-4o + Claude Sonnet + Gemini Pro) + per-trade-area-classification + per-demographic-fit-classification + per-competitor-density-classification + per-revenue-forecast-extraction + per-confidence-scoring + per-self-consistency + per-chain-of-thought + per-Bayesian-posterior + per-frequentist + per-bootstrap + per-Monte-Carlo + per-sensitivity-analysis + per-confidence-tier + per-SHAP + per-LIME + per-feature-importance + per-counterfactual + per-attribution-graph + per-causal-DAG + per-multi-LLM-narrative + per-chain-of-thought + per-handoff-to-13-sibling-skills + per-realized-vs-predicted + per-trade-area-recalibration + per-cross-vendor-reconciliation-tuning + per-pipeline-stage-routing-tuning + per-confidence-recalibration + per-A/B-promotion-demotion + per-per-acquisition-target-canonical-audit-record + per-FDD-Item-12 + per-FDD-Item-19 + per-state-AG + per-CCPA-CPRA-DSAR + per-GDPR-DPIA + per-CASL-CRTC + per-PIPEDA-OPC + per-LGPD-ANPD + per-Apple-AppTrackingTransparency + per-EU-AI-Act-Article-13-transparency + per-EU-AI-Act-Article-14-human-oversight + per-NIST-AI-RMF-attestation + per-immutable-WORM-storage.

Why per-vendor-Placer-ai-single-target-quarterly-snapshot breaks at 18-acquisition-target-per-quarter scale

Per-vendor-Placer-ai-canonical-single-acquisition-target-quarterly-snapshot ships per-account per-location per-quarterly-snapshot primitive. Per-vendor-SafeGraph + Near + Foursquare + Veraset + Cuebiq + X-Mode-Outlogic + Onemata + Predicio + AirSage + Streetlight-Data + Spectus + Adsquare-canonical-single-acquisition-target-quarterly-snapshot ship per-vendor per-native quarterly primitives.

At 1-vendor-1-target-quarterly-snapshot scale per-account per-location per-quarterly-snapshot primitive is enough. At 18-acquisition-target-per-quarter franchise development scale per-per-vendor-foot-traffic-stream-spec + per-per-acquisition-target-trade-area-refresh-spec + per-per-pipeline-stage-routing-spec + per-per-FDD-Item-12-attestation-spec + per-per-privacy-compliance-gate-spec + per-per-cross-vendor-reconciliation-spec + per-per-multi-LLM-classification + per-per-confidence-interval-spec + per-per-explainability-spec + per-per-cross-skill-handoff + per-per-FBC-feedback-loop + per-per-audit-trail.

Per-account-location-quarterly-snapshot + per-per-vendor-foot-traffic-stream-blind + per-per-acquisition-target-trade-area-refresh-blind + per-per-pipeline-stage-routing-blind + per-per-FDD-Item-12-attestation-blind + per-per-privacy-compliance-gate-blind + per-per-cross-vendor-reconciliation-blind + per-per-multi-LLM-classification-blind + per-per-confidence-interval-blind + per-per-explainability-blind + per-per-cross-skill-handoff-blind + per-per-FBC-feedback-loop-blind + per-multi-format-audit-trail-blind + per-EU-AI-Act-Article-13-Article-14-blind + per-NIST-AI-RMF-blind.

The operator-side architecture above per-vendor-single-target-quarterly-snapshot primitive is canonical-per-vendor-foot-traffic-stream-spec + per-per-acquisition-target-trade-area-refresh-spec + per-per-pipeline-stage-routing-spec + per-per-FDD-Item-12-attestation-spec + per-per-privacy-compliance-gate-spec + per-per-cross-vendor-reconciliation-spec + per-per-multi-LLM-classification + per-per-confidence-interval-spec + per-per-explainability-spec + per-per-cross-skill-handoff + per-per-FBC-feedback-loop + per-per-audit-trail + per-portfolio-audit-trail.

What is in market today

Per-platform per-foot-traffic-data-vendor

Placer.ai, SafeGraph, Near, Foursquare, Veraset, Cuebiq, X-Mode (Outlogic), Onemata, Predicio, AirSage, Streetlight Data, Spectus, Adsquare, Vista Insights, Pelmorex, Allspark, Unacast, GroundTruth. Per-account per-location per-visit primitive. Per-canonical-per-vendor-foot-traffic-stream-canonical-per-acquisition-target-trade-area-refresh-canonical-per-pipeline-stage-routing-canonical-per-FDD-Item-12-attestation-canonical-per-privacy-compliance-gate-canonical-per-cross-vendor-reconciliation-canonical-per-multi-LLM-canonical-per-confidence-interval-canonical-per-explainability-canonical-per-cross-skill-handoff-canonical-per-FBC-feedback-canonical-per-audit-trail is not the primitive.

Per-platform per-franchise-development-CRM-vendor

FranConnect Sky, FranchiseSoft, Naranga, FranchiseGrade, FranchiseTools, Profitkeeper, Frandata, World Franchise Associates. Per-account per-prospect per-pipeline-stage primitive. Per-canonical-per-pipeline-stage-routing-canonical-per-pipeline-stage-multi-LLM-classification-canonical-per-pipeline-stage-confidence-canonical-per-pipeline-stage-handoff-to-cannibalization-risk-scoring-canonical-per-pipeline-stage-handoff-to-per-prospect-franchise-territory-analysis-pipeline is not the primitive.

Per-platform per-FDD-compliance-vendor

FranchiseSoft Disclosure Manager, FranConnect FDD Manager, IntelliFAQ, FDD Resource Group, Foley & Lardner Franchise Disclosure, DLA Piper Franchise. Per-account per-jurisdiction per-disclosure primitive. Per-canonical-per-FDD-Item-12-protected-territory-attestation-canonical-per-FDD-Item-12-exclusive-territory-canonical-per-FDD-Item-12-non-exclusive-territory-canonical-per-FDD-Item-12-encroachment-detection-canonical-per-FDD-Item-12-handoff-to-franchise-registration-states-canonical-per-FDD-Item-12-handoff-to-franchise-territory-mapping is not the primitive.

Per-platform per-privacy-mobility-compliance-vendor

OneTrust, Cookiebot, Usercentrics, Didomi, Sourcepoint, TrustArc, BigID, Securiti.ai. Per-account per-consent per-data-subject primitive. Per-canonical-per-CCPA-CPRA-Do-Not-Sell-canonical-per-GDPR-consent-canonical-per-CASL-canonical-per-PIPEDA-canonical-per-Apple-IDFA-AppTrackingTransparency-canonical-per-Google-Advertising-ID-canonical-per-Android-Privacy-Sandbox-canonical-per-iOS-Privacy-Sandbox-canonical-per-location-precision-degradation-canonical-per-location-aggregation-k-anonymity-canonical-per-location-data-retention is not the primitive.

How the architecture is built

Per-portfolio per-canonical-per-vendor-foot-traffic-stream-substrate. Per-13-vendors + per-API-auth + per-rate-limit + per-pagination + per-retry + per-DLQ + per-4-cadence-tiers + per-batch-vs-stream + per-replay + per-event-shape-normalization + per-cross-vendor-deduplication + per-foot-traffic-integration-handoff canonical-stream.
Per-portfolio per-canonical-per-acquisition-target-trade-area-refresh-spec. Per-radius + per-drive-time + per-walk-time + per-Huff-gravity + per-MCI + per-LBC + per-3-cadence-tiers + per-event-driven + per-multi-LLM-classification + per-confidence canonical-trade-area.
Per-portfolio per-canonical-per-pipeline-stage-routing-spec. Per-10-pipeline-stages + per-multi-LLM-classification + per-confidence + per-2-handoffs canonical-pipeline.
Per-portfolio per-canonical-per-FDD-Item-12-attestation-spec. Per-protected + per-exclusive + per-non-exclusive + per-encroachment + per-2-handoffs canonical-FDD.
Per-portfolio per-canonical-per-privacy-compliance-gate-spec. Per-CCPA-CPRA + per-GDPR + per-CASL + per-PIPEDA + per-Apple-IDFA + per-Google-Ad-ID + per-Android-Privacy-Sandbox + per-iOS-Privacy-Sandbox + per-location-precision-degradation + per-k-anonymity + per-data-retention + per-DSAR + per-right-to-erasure canonical-privacy.
Per-portfolio per-canonical-per-cross-vendor-reconciliation-spec. Per-cross-vendor-merge + per-deduplication + per-confidence-tier + per-canonical-record-emission + per-cross-source-attribution + per-FBC-pattern-learning canonical-reconciliation.
Per-portfolio per-canonical-per-multi-LLM-classification. Per-multi-LLM-ensemble + per-trade-area-classification + per-demographic-fit + per-competitor-density + per-revenue-forecast + per-confidence + per-self-consistency + per-chain-of-thought canonical-LLM.
Per-portfolio per-canonical-per-confidence-interval-spec. Per-Bayesian-posterior + per-frequentist + per-bootstrap + per-Monte-Carlo + per-sensitivity-analysis + per-confidence-tier canonical-confidence.
Per-portfolio per-canonical-per-explainability-spec. Per-SHAP + per-LIME + per-feature-importance + per-counterfactual + per-attribution-graph + per-causal-DAG + per-multi-LLM-narrative + per-chain-of-thought canonical-explainability.
Per-portfolio per-canonical-per-cross-skill-handoff. Per-handoff-to-13-sibling-skills canonical-handoff.
Per-portfolio per-canonical-per-FBC-feedback-loop. Per-realized-vs-predicted + per-trade-area-recalibration + per-cross-vendor-reconciliation-tuning + per-pipeline-stage-routing-tuning + per-confidence-recalibration + per-A/B-promotion-demotion canonical-FBC.
Per-portfolio per-canonical-per-audit-trail + per-portfolio-audit-trail. Per-acquisition-target-canonical-audit-record + per-FDD-Item-12 + per-FDD-Item-19 + per-state-AG + per-CCPA-CPRA-DSAR + per-GDPR-DPIA + per-CASL-CRTC + per-PIPEDA-OPC + per-LGPD-ANPD + per-Apple-AppTrackingTransparency + per-EU-AI-Act-Article-13 + per-EU-AI-Act-Article-14 + per-NIST-AI-RMF + per-immutable-WORM canonical-audit.
Per-portfolio per-territory-analysis-market-scoring-agent-canonical-bundle. Per-foot-traffic-data-ingestion + per-foot-traffic-analytics + per-cannibalization-analysis + per-site-selection-software + per-market-opportunity-analysis + per-competitor-mapping + per-franchise-territory-mapping + per-franchise-registration-states + per-per-location-demographics + per-demographic-data-ingestion + per-commercial-real-estate-api + per-foot-traffic-integration + per-cannibalization-risk-scoring + per-per-prospect-franchise-territory-analysis-pipeline canonical-bundle.

Frequently asked questions

What is continuous foot-traffic ingestion for franchise development pipelines?

Continuous foot-traffic ingestion runs per-portfolio per-acquisition-target per-canonical-per-vendor-foot-traffic-stream-spec (per-Placer-ai + per-SafeGraph + per-Near + per-Foursquare + per-Veraset + per-Cuebiq + per-X-Mode-Outlogic + per-Onemata + per-Predicio + per-AirSage + per-Streetlight-Data + per-Spectus + per-Adsquare per-canonical-vendor) + per-canonical-per-acquisition-target-trade-area-refresh-spec + per-canonical-per-pipeline-stage-routing-spec + per-canonical-per-FDD-Item-12-attestation-spec + per-canonical-per-privacy-compliance-gate-spec + per-canonical-per-cross-vendor-reconciliation-spec + per-canonical-per-multi-LLM-classification + per-canonical-per-confidence-interval-spec + per-canonical-per-explainability-spec + per-canonical-per-cross-skill-handoff + per-canonical-per-FBC-feedback-loop + per-canonical-per-audit-trail + per-portfolio audit-trail.

Why does per-vendor-Placer-ai-canonical-single-acquisition-target-quarterly-snapshot break at 18-acquisition-target-per-quarter franchise development scale?

Per-vendor-Placer-ai-canonical-single-acquisition-target-quarterly-snapshot ships per-account per-location per-quarterly-snapshot primitive. Per-vendor-SafeGraph-canonical + per-Near-canonical + per-Foursquare-canonical + per-Veraset-canonical + per-Cuebiq-canonical + per-X-Mode-Outlogic-canonical + per-Onemata-canonical + per-Predicio-canonical + per-AirSage-canonical + per-Streetlight-Data-canonical + per-Spectus-canonical + per-Adsquare-canonical-single-acquisition-target-quarterly-snapshot ship per-vendor per-native quarterly primitives. At 1-vendor-1-target-quarterly-snapshot scale per-account per-location per-quarterly-snapshot primitive is enough. At 18-acquisition-target-per-quarter franchise development scale per-canonical-per-vendor-foot-traffic-stream-spec + per-canonical-per-acquisition-target-trade-area-refresh-spec + per-canonical-per-pipeline-stage-routing-spec + per-canonical-per-FDD-Item-12-attestation-spec + per-canonical-per-privacy-compliance-gate-spec + per-canonical-per-cross-vendor-reconciliation-spec + per-canonical-per-multi-LLM-classification + per-canonical-per-confidence-interval-spec + per-canonical-per-explainability-spec + per-canonical-per-cross-skill-handoff + per-canonical-per-FBC-feedback-loop + per-canonical-per-audit-trail.

How does per-portfolio per-canonical-per-vendor-foot-traffic-stream + per-acquisition-target-trade-area-refresh work?

Per-portfolio per-canonical-per-vendor-foot-traffic-stream-spec runs per-portfolio per-canonical-per-vendor-API-endpoint-spec + per-canonical-per-vendor-API-authentication-spec + per-canonical-per-vendor-API-rate-limit-spec + per-canonical-per-vendor-API-pagination-spec + per-canonical-per-vendor-API-retry-spec + per-canonical-per-vendor-API-DLQ-spec + per-canonical-per-vendor-API-poll-cadence-spec (per-real-time + per-hourly + per-daily + per-weekly per-canonical-cadence) + per-canonical-per-vendor-API-batch-vs-stream-spec + per-canonical-per-vendor-API-replay-spec + per-canonical-per-vendor-event-shape-normalization-spec + per-canonical-per-vendor-cross-vendor-deduplication-spec + per-canonical-per-vendor-handoff-to-foot-traffic-integration (sibling build-pillar at /how-to-build-foot-traffic-integration-for-multi-location-attribution). Per-canonical-per-acquisition-target-trade-area-refresh-spec runs per-portfolio per-canonical-per-acquisition-target-radius-spec + per-canonical-per-acquisition-target-drive-time-isochrone-spec + per-canonical-per-acquisition-target-walk-time-isochrone-spec + per-canonical-per-acquisition-target-Huff-gravity-model-spec + per-canonical-per-acquisition-target-MCI-spec + per-canonical-per-acquisition-target-LBC-spec + per-canonical-per-acquisition-target-trade-area-refresh-cadence-spec (per-daily + per-weekly + per-monthly per-canonical-cadence) + per-canonical-per-acquisition-target-trade-area-refresh-event-driven-spec + per-canonical-per-acquisition-target-trade-area-multi-LLM-classification + per-canonical-per-acquisition-target-trade-area-confidence-spec.

What does per-portfolio per-canonical-per-pipeline-stage-routing + per-FDD-Item-12-attestation + per-privacy-compliance-gate do?

Per-portfolio per-canonical-per-pipeline-stage-routing-spec runs per-portfolio per-canonical-per-pipeline-stage-spec (per-prospect-identification + per-initial-screening + per-trade-area-qualification + per-financial-modeling + per-LOI-letter-of-intent + per-due-diligence + per-FDD-disclosure + per-franchise-agreement-signing + per-build-out + per-grand-opening per-canonical-stage) + per-canonical-per-pipeline-stage-routing-spec-multi-LLM-classification + per-canonical-per-pipeline-stage-routing-confidence-spec + per-canonical-per-pipeline-stage-routing-handoff-to-cannibalization-risk-scoring (sibling build-pillar at /how-to-build-on-demand-cannibalization-risk-scoring-at-multi-location-scale) + per-canonical-per-pipeline-stage-routing-handoff-to-per-prospect-franchise-territory-analysis-pipeline (sibling build-pillar at /how-to-build-per-prospect-franchise-territory-analysis-pipeline). Per-canonical-per-FDD-Item-12-attestation-spec runs per-portfolio per-canonical-per-FDD-Item-12-protected-territory-attestation + per-canonical-per-FDD-Item-12-exclusive-territory-attestation + per-canonical-per-FDD-Item-12-non-exclusive-territory-attestation + per-canonical-per-FDD-Item-12-encroachment-detection + per-canonical-per-FDD-Item-12-handoff-to-franchise-registration-states (sibling at /franchise-registration-states) + per-canonical-per-FDD-Item-12-handoff-to-franchise-territory-mapping (sibling at /franchise-territory-mapping). Per-canonical-per-privacy-compliance-gate-spec runs per-portfolio per-canonical-per-CCPA-CPRA-Do-Not-Sell-attestation + per-canonical-per-GDPR-consent-attestation + per-canonical-per-CASL-Canadian-opt-in-attestation + per-canonical-per-PIPEDA-consent-attestation + per-canonical-per-Apple-IDFA-AppTrackingTransparency-compliance + per-canonical-per-Google-Advertising-ID-compliance + per-canonical-per-Android-Privacy-Sandbox-compliance + per-canonical-per-iOS-Privacy-Sandbox-compliance + per-canonical-per-location-precision-degradation-spec + per-canonical-per-location-aggregation-k-anonymity-spec + per-canonical-per-location-data-retention-spec + per-canonical-per-DSAR-handling + per-canonical-per-right-to-erasure.

What does per-portfolio per-canonical-per-cross-vendor-reconciliation + per-multi-LLM + per-confidence + per-explainability do?

Per-portfolio per-canonical-per-cross-vendor-reconciliation-spec runs per-portfolio per-canonical-per-cross-vendor-merge-spec + per-canonical-per-cross-vendor-deduplication-spec + per-canonical-per-cross-vendor-confidence-tier-spec + per-canonical-per-cross-vendor-canonical-record-emission-spec + per-canonical-per-cross-vendor-cross-source-attribution-spec + per-canonical-per-cross-vendor-FBC-pattern-learning. Per-canonical-per-multi-LLM-classification runs per-portfolio per-canonical-multi-LLM-ensemble (per-GPT-4o + per-Claude-Sonnet + per-Gemini-Pro per-canonical-LLM) + per-canonical-per-acquisition-target-LLM-trade-area-classification + per-canonical-per-acquisition-target-LLM-demographic-fit-classification + per-canonical-per-acquisition-target-LLM-competitor-density-classification + per-canonical-per-acquisition-target-LLM-revenue-forecast-extraction + per-canonical-per-acquisition-target-LLM-confidence-scoring + per-canonical-per-acquisition-target-LLM-self-consistency-cross-check + per-canonical-per-acquisition-target-LLM-chain-of-thought-extraction. Per-canonical-per-confidence-interval-spec runs per-portfolio per-canonical-per-acquisition-target-Bayesian-posterior-spec + per-canonical-per-acquisition-target-frequentist-confidence-spec + per-canonical-per-acquisition-target-bootstrap-confidence-spec + per-canonical-per-acquisition-target-Monte-Carlo-simulation-spec + per-canonical-per-acquisition-target-sensitivity-analysis-spec + per-canonical-per-acquisition-target-confidence-tier-spec. Per-canonical-per-explainability-spec runs per-portfolio per-canonical-per-acquisition-target-SHAP-spec + per-canonical-per-acquisition-target-LIME-spec + per-canonical-per-acquisition-target-feature-importance-spec + per-canonical-per-acquisition-target-counterfactual-explanation-spec + per-canonical-per-acquisition-target-attribution-graph-spec + per-canonical-per-acquisition-target-causal-DAG-spec + per-canonical-per-acquisition-target-multi-LLM-narrative + per-canonical-per-acquisition-target-chain-of-thought-extraction.

What does per-portfolio per-canonical-per-cross-skill-handoff + per-FBC-feedback + per-audit-trail + per-territory-analysis-market-scoring-agent-canonical-bundle do?

Per-portfolio per-canonical-per-cross-skill-handoff runs per-portfolio per-canonical-per-handoff-to-foot-traffic-data-ingestion (parent commercial pillar) + per-canonical-per-handoff-to-foot-traffic-analytics (sibling at /foot-traffic-analytics) + per-canonical-per-handoff-to-foot-traffic-integration (sibling build-pillar at /how-to-build-foot-traffic-integration-for-multi-location-attribution) + per-canonical-per-handoff-to-cannibalization-risk-scoring (sibling build-pillar at /how-to-build-on-demand-cannibalization-risk-scoring-at-multi-location-scale) + per-canonical-per-handoff-to-per-prospect-franchise-territory-analysis-pipeline (sibling build-pillar at /how-to-build-per-prospect-franchise-territory-analysis-pipeline) + per-canonical-per-handoff-to-site-selection-software (sibling at /site-selection-software) + per-canonical-per-handoff-to-market-opportunity-analysis (sibling at /market-opportunity-analysis) + per-canonical-per-handoff-to-competitor-mapping (sibling at /competitor-mapping) + per-canonical-per-handoff-to-franchise-territory-mapping (sibling at /franchise-territory-mapping) + per-canonical-per-handoff-to-franchise-registration-states (sibling at /franchise-registration-states) + per-canonical-per-handoff-to-per-location-demographics (sibling at /per-location-demographics) + per-canonical-per-handoff-to-demographic-data-ingestion (sibling at /demographic-data-ingestion) + per-canonical-per-handoff-to-commercial-real-estate-api (sibling at /commercial-real-estate-api). Per-canonical-per-FBC-feedback-loop runs per-portfolio per-canonical-FBC-per-acquisition-target-realized-vs-predicted-feedback + per-canonical-FBC-per-acquisition-target-trade-area-recalibration + per-canonical-FBC-per-acquisition-target-cross-vendor-reconciliation-tuning + per-canonical-FBC-per-acquisition-target-pipeline-stage-routing-tuning + per-canonical-FBC-per-acquisition-target-confidence-recalibration + per-canonical-FBC-per-acquisition-target-A/B-test-arm-promotion-demotion. Per-canonical-per-audit-trail runs per-portfolio per-canonical-per-acquisition-target-canonical-audit-record (per-acquisition-target-ID + per-vendor-pointer + per-trade-area-refresh-record + per-pipeline-stage-routing-record + per-FDD-Item-12-attestation-record + per-privacy-compliance-attestation-record + per-cross-vendor-reconciliation-record + per-multi-LLM-classification-record + per-confidence-interval + per-explainability-record + per-cross-skill-handoff-record + per-FBC-feedback per-canonical-audit-record) + per-canonical-FDD-Item-12-attestation-export + per-canonical-FDD-Item-19-financial-performance-export + per-canonical-state-AG-export + per-canonical-CCPA-CPRA-DSAR-export + per-canonical-GDPR-DPIA-export + per-canonical-CASL-CRTC-export + per-canonical-PIPEDA-OPC-export + per-canonical-LGPD-ANPD-export + per-canonical-Apple-AppTrackingTransparency-attestation-export + per-canonical-EU-AI-Act-Article-13-transparency + per-canonical-EU-AI-Act-Article-14-human-oversight + per-canonical-NIST-AI-RMF-attestation + per-canonical-immutable-WORM-storage. Per-territory-analysis-market-scoring-agent-canonical-bundle integrates the territory-foot-traffic-ingestion skill with sibling skills on the same agent: per-canonical-foot-traffic-data-ingestion (parent commercial pillar) + per-canonical-foot-traffic-analytics (sibling) + per-canonical-cannibalization-analysis (sibling) + per-canonical-site-selection-software (sibling) + per-canonical-market-opportunity-analysis (sibling) + per-canonical-competitor-mapping (sibling) + per-canonical-franchise-territory-mapping (sibling) + per-canonical-franchise-registration-states (sibling) + per-canonical-per-location-demographics (sibling) + per-canonical-demographic-data-ingestion (sibling) + per-canonical-commercial-real-estate-api (sibling) + per-canonical-foot-traffic-integration (sibling build-pillar) + per-canonical-cannibalization-risk-scoring (sibling build-pillar) + per-canonical-per-prospect-franchise-territory-analysis-pipeline (sibling build-pillar).

Engage the territory-analysis-market-scoring agent

Per-portfolio per-acquisition-target per-canonical-per-vendor-foot-traffic-stream-spec + per-per-acquisition-target-trade-area-refresh-spec + per-per-pipeline-stage-routing-spec + per-per-FDD-Item-12-attestation-spec + per-per-privacy-compliance-gate-spec + per-per-cross-vendor-reconciliation-spec + per-per-multi-LLM-classification + per-per-confidence-interval-spec + per-per-explainability-spec + per-per-cross-skill-handoff + per-per-FBC-feedback-loop + per-per-audit-trail + per-portfolio audit-trail shipped as the orchestration layer above your existing per-foot-traffic-data-vendor + per-franchise-development-CRM-vendor + per-FDD-compliance-vendor + per-privacy-mobility-compliance-vendor primitive.

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