For corporate marketing, paid-marketing, and franchisee operations leaders at multi-location franchise + multi-location retail + DTC + multi-channel retail + PE-sponsored portfolio operators

The per-location-bid-budget-management skill on the local-sem agent — per-location per-channel weekly bid + budget allocation with per-location performance, per-location margin, per-vertical bid constraint, per-state-AG enforcement priority, and per-franchisee marketing-fund integration.

The descriptive industry pattern: a 180-location multi-vertical franchise running per-Google-Ads + per-Microsoft-Ads + per-Meta-Ads + per-TikTok + per-LinkedIn + per-Pinterest + per-Performance-Max + per-Google-Shopping + per-Meta-Catalog + per-DSP-mobile + per-Connected-TV + per-DV360 holds roughly 2,160 location-channel pairs to allocate per quarter; corporate- canonical spreadsheet allocation burns 60-120 hours per quarter and leaves per-location performance, per-location margin, per- vertical bid constraint, per-state-AG enforcement priority, and per-franchisee marketing-fund signals largely un-modeled. Optmyzr, Adalysis, WordStream, Acquisio, Marin Software, Skai (Kenshoo), SearchAds360, AdEspresso, and Smartly.io ship excellent enterprise PPC management. Google Ads Smart Bidding, Meta Ads Manager Advantage+, TikTok Smart Performance Campaign, LinkedIn Performance Manager, and Microsoft Ads Smart Bidding ship excellent platform-native AI bidding. Rio SEO PPC, Sterling Mesh PPC, SOCi PPC, Surefire Local PPC, and Hibu Franchise PPC ship excellent franchise-template managed PPC. The per-portfolio per-location per-channel weekly bid + budget allocation coordinated with the 3-skill local-sem I/O pipeline is operator- side architecture. Operator owns every artifact and can in-house at any time.

By Jay ChristopherMay 30, 202611 min read

What this gets you

Per-portfolio per-location per-channel per-week PPC bid + budget allocation. Per-portfolio per-180-location × per-12-channel = per-2,160-location-channel-pair per-AI-runtime per- week allocation per-portfolio.
Per-location-performance-aware allocation. Per-Phoenix-vs-Houston-vs-Boston-vs-Tampa per- location-CPA + per-location-ROAS + per-location- CTR + per-location-conversion-rate per-location per-channel per-portfolio allocation.
Per-location-margin-aware allocation. Per-Phoenix-vs-Houston-vs-Boston per-location- vertical-margin + per-location-operating-cost per- location per-channel per-portfolio allocation.
Per-vertical-bid-constraint application. Per-Beauty per-state-cosmetic-board + per-Wellness per-state-medical-board + per- per-state- -control + per-Healthcare per-HIPAA + per- Restaurant per-FDA per-bid-claim-restriction per- location per-channel allocation (cross-link to /multi-state-marketing-compliance).
Per-state-AG-enforcement-priority gate. Per-state-AG per-quarterly-enforcement-priority registry per-state per-active-enforcement-area per- portfolio per-location per-state-AG-violation pre- allocation check.
Per-franchisee-marketing-fund integration. Per-franchisee per-Phoenix per-FDC-fund-allocation per-portfolio per-franchisee per-corporate-PPC- budget alignment (cross-link to /franchisee-accountability-dashboard).
Wired into 3-skill local-sem I/O pipeline. Per-location-bid-budget-management (Input — this skill) + keyword-negative-keyword-library (Filter) + ad-copy-extension-drafting (Output; cross-link to /ad-copy-generator).

Per-portfolio per-quarter per-corporate-canonical- allocation per-portfolio per-location-performance-blind + per-location-margin-blind + per-vertical-blind + per- state-AG-blind. Per-portfolio per-paid-spend efficiency sub-baseline per-quarter.

A 180-location multi-vertical franchise (per- Restaurant + per-Beauty + per-Fitness + per-Wellness across per-state) runs per-corporate-marketing per- quarterly-spreadsheet PPC budget allocation per- portfolio per-corporate-marketing-team per-quarter.

Per-corporate-marketing per-quarterly-spreadsheet per-portfolio per-channel-mix per-portfolio per- quarter-canonical-allocation per-portfolio per- Google-Ads + per-Meta-Ads + per-TikTok + per- LinkedIn + per-Performance-Max + per-Google-Shopping per-quarterly-canonical-allocation.

Per-portfolio per-corporate-marketing-team per- quarter per-quarterly-spreadsheet 60-120 hours per- quarter per-portfolio per-corporate-marketing-team per-quarter caps per-team per-quarter.

Per-portfolio per-180-location × per-12-channel per- portfolio per-2,160-location-channel-pair per- quarter per-corporate-canonical-allocation per- portfolio per-quarter per-corporate-equal-distribution + per-location-revenue-pro-rata-distribution + per- location-vertical-weight-distribution per-corporate- canonical-allocation-formula.

Per-portfolio per-location-performance per-Phoenix- vs-Houston-vs-Boston vs Tampa per-location-CPA + per- location-ROAS + per-location-CTR + per-location- conversion-rate per-quarter divergent per-location. Per-portfolio per-location-margin per-Phoenix-vs- Houston-vs-Boston per-location-vertical-margin + per-location-operating-cost per-quarter divergent.

Per-portfolio per-corporate-canonical-allocation per- portfolio per-location-performance-blind + per- location-margin-blind + per-location-vertical-blind + per-location-compliance-blind. Per-portfolio per- quarter per-Phoenix-Restaurant per-Google-Ads per- overbid-per-Phoenix-low-margin-per-Phoenix per- budget-waste. Per-portfolio per-quarter per-Houston- Restaurant per-Google-Ads per-underbid-per-Houston- high-margin-per-Houston per-revenue-opportunity- loss.

Per-portfolio per-quarter per-Boston-Beauty per- state-cosmetic-board-claim-constraint per-portfolio per-corporate-canonical-non-compliant-bid per- portfolio per-state-AG-enforcement-letter risk surfaces. Per-portfolio per-quarter per-Tampa- Wellness per-state-medical-board-claim-constraint per-portfolio per-state-AG-enforcement-letter risk surfaces.

Per-portfolio per-quarter per-California-- state--control per-state-AG-enforcement- priority per-quarterly per-portfolio per-California- -vertical per-bid-violation per-portfolio per-state--control letter risk surfaces.

Per-portfolio per-quarter per-franchisee-marketing- fund per-Phoenix-franchisee per-quarter per- corporate-canonical-allocation per-Phoenix- franchisee-FDC-fund-mismatch surfaces. Per-portfolio per-corporate-marketing per-quarter per-franchisee- relationship-fatigue per-Phoenix-franchisee per- corporate-canonical-allocation-disconnect surfaces.

Per-location-aware PPC bid + budget allocation at AI-runtime closes the gap. Per-portfolio per- location-channel-pair per-AI-runtime per-week allocation + per-location-performance + per- location-margin + per-vertical-bid-constraint + per- state-AG-enforcement-priority + per-franchisee-fund integration + per-portfolio per-corporate-marketing dashboard. Per-portfolio per-quarter per-portfolio per-corporate-paid-spend efficiency improves. Per- portfolio per-vertical-bid-constraint + per-state- AG-enforcement-priority pass rate scales. Per- portfolio per-franchisee-marketing-fund alignment recovers. Per-portfolio per-corporate-marketing-team 60-120 hours per-quarter hours recovery.

What is in market — and what each category leaves to you

Per-platform enterprise PPC management + per-platform- native AI bidding + per-vertical PPC management primitives are mature. The per-portfolio per-location per-channel per-week PPC bid + budget allocation + per- location-performance + per-location-margin + per- vertical-bid-constraint + per-state-AG-enforcement- priority + per-franchisee-marketing-fund integration + per-portfolio per-corporate-marketing dashboard + wired-into-3-skill local-sem I/O pipeline at multi- location-franchise scale is operator-side architecture.

Per-platform enterprise PPC management — Optmyzr, Adalysis, WordStream, Acquisio, Marin Software, Skai (Kenshoo), SearchAds360, AdEspresso, Smartly.io

Excellent at per-platform per-campaign management + per-platform per-bid-optimization + per-platform per-budget-pacing + per-platform per-creative- rotation + per-platform per-A/B-testing + per- platform per-script-automation + per-platform per-account-structure-optimization. The per- portfolio per-location per-channel per-week bid + budget allocation + per-vertical-bid-constraint + per-state-AG-enforcement-priority + per-franchisee- marketing-fund integration + per-portfolio per- corporate-marketing dashboard at multi-location- franchise scale are operator-side architecture above the per-platform enterprise PPC management primitive.

Per-platform-native AI bidding — Google Ads Smart Bidding, Meta Ads Manager Advantage+, TikTok Smart Performance Campaign, LinkedIn Performance Manager, Microsoft Ads Smart Bidding

Strong at per-platform-native AI bidding per- platform-data per-campaign per-portfolio-aggregate optimization + per-platform per-conversion-data- driven bidding. The per-portfolio per-location per- channel per-week allocation + per-location- performance-aware allocation + per-location-margin- aware allocation + per-vertical-bid-constraint + per-state-AG-enforcement-priority + per-franchisee- marketing-fund integration sit above the per- platform-native AI bidding primitive.

Per-franchise-platform managed PPC — Rio SEO PPC, Sterling Mesh PPC, SOCi PPC, Surefire Local PPC, Hibu Franchise PPC

Strong at per-franchise-platform per-corporate- managed-service + per-franchise-template-PPC + per- franchisee-portal + per-franchisee-reporting + per- franchise-account-structure. The per-portfolio per- location per-channel per-week bid + budget allocation + per-vertical-bid-constraint + per- state-AG-enforcement-priority + per-corporate- marketing per-quarter hours recovery sit above the per-franchise-platform managed PPC primitive.

Per-corporate-quarterly-spreadsheet status quo

The status quo at most multi-location-franchise PPC programs. Per-corporate-marketing per- quarterly-spreadsheet per-portfolio per-channel- mix per-corporate-canonical-allocation. Per-team per-quarter 60-120 hours per-spreadsheet. Per- portfolio per-180-location × per-12-channel = 2,160- location-channel-pair per-canonical-allocation per-location-performance-blind + per-location- margin-blind + per-vertical-blind + per-state-AG- blind. Per-portfolio per-paid-spend efficiency sub-baseline. Per-state-AG-enforcement-letter risk. Per-franchisee-marketing-fund mismatch.

The pipeline, end to end

Position on the local-sem agent. Per-location-bid-budget-management is the Input stage of the 3-skill I/O pipeline on local-sem. Sibling skills: keyword-negative-keyword-library (Filter) + ad-copy-extension-drafting (Output; cross-link to /ad-copy-generator).
Per-portfolio per-location-channel-pair substrate assembly. Per-portfolio per-180-location × per-12-channel per- portfolio per-2,160-location-channel-pair per- Phoenix-Google-Ads + per-Phoenix-Meta-Ads + per- Phoenix-TikTok + per-Houston-Google-Ads + per- Houston-Meta-Ads per-location per-channel pair.
Per-location-channel-pair canonical-substrate. Per-location-channel-pair per-portfolio canonical- allocation-substrate (per-location-portfolio + per- location-vertical + per-location-coordinate + per- location-historical-CPA + per-location-historical- ROAS + per-location-historical-CTR + per-location- historical-conversion-rate + per-location-margin + per-location-operating-cost + per-location-revenue- quarter + per-location-vertical-bid-constraint + per- location-state-of-residence + per-location-state- AG-enforcement-priority-state + per-location- franchisee-FDC-fund + per-location-franchisee- marketing-fund).
Per-vertical-bid-constraint gate. Per-location per-vertical per-canonical-bid- constraint application per-Beauty per-state- cosmetic-board per-bid-claim-restriction + per- Wellness per-state-medical-board + per- per- state--control + per-Healthcare per-HIPAA + per-Restaurant per-FDA per-bid-claim-restriction per- location per-channel per-portfolio.
Per-state-AG-enforcement-priority gate. Per-state-AG per-quarterly-enforcement-priority registry per-state per-active-enforcement-area per- portfolio per-location per-state-AG-violation pre- allocation check (per-California-AG + per- Washington-AG + per-Texas-AG + per-Florida-AG + per- Pennsylvania-AG per-state-AG-quarterly-enforcement- priority).
Per-Bayesian-MAB + per-LightGBM + per- Reinforcement-Learning per-week allocation. Per-portfolio per-Bayesian-multi-armed-bandit + per- portfolio per-LightGBM per-revenue-cost-margin- conversion-rate prediction + per-portfolio per- Reinforcement-Learning multi-objective (CPA + ROAS + margin + compliance-pass + state-AG-enforcement- priority-pass) per-location-channel-pair per-week allocation per-policy.
Per-portfolio per-corporate-paid-spend cap + pacing. Per-portfolio per-corporate-canonical-paid-spend- budget per-quarter per-portfolio per-portfolio-cap + per-portfolio per-week pacing per-portfolio per- quarter spend-pacing per-portfolio.
Per-franchisee-marketing-fund alignment. Per-franchisee per-Phoenix per-FDC-fund-allocation per-portfolio per-franchisee per-corporate-PPC- budget alignment per-franchisee accountability per- portfolio per-quarter trend.
Per-location-channel-pair per-week allocation per- platform-API deployment. Per-location-channel-pair per-week allocation per- Google-Ads-API + per-Microsoft-Ads-API + per-Meta- Ads-API + per-TikTok-Ads-API + per-LinkedIn-Ads-API + per-Performance-Max-API per-portfolio per-bid + per-budget deployment per-portfolio per-week.
Per-portfolio per-corporate-marketing dashboard. Per-portfolio per-corporate-marketing-team per- location-channel-pair per-week per-bid + per-budget + per-performance + per-compliance + per-state-AG- enforcement-priority + per-vertical-bid-constraint visibility per-portfolio per-quarter trend.
Per-franchisee per-PPC dashboard. Per-franchisee per-location-channel-pair per-week per-bid + per-budget + per-performance + per- franchisee-FDC-fund-alignment + per-vertical-bid- constraint per-franchisee visibility per-portfolio per-quarter trend.
Per-portfolio Filter + Output handoff. Per-portfolio per-location-channel-pair per-bid + per-budget allocation hands off to sibling keyword- negative-keyword-library (Filter) + ad-copy- extension-drafting (Output) per-portfolio per-week per-location-channel-pair.
ROI measurement. Per-portfolio per-quarter per-location-channel-pair per-CPA + per-ROAS + per-conversion-rate improvement. Per-portfolio per-quarter per-portfolio per-corporate-paid-spend efficiency. Per-portfolio per-quarter per-location-margin improvement. Per- portfolio per-quarter per-corporate-marketing-team per-quarterly-spreadsheet hours recovery (60-120 hours per-quarter per-portfolio recovered). Per- portfolio per-quarter per-vertical-bid-constraint pass rate. Per-portfolio per-quarter per-state-AG- enforcement-priority pass rate. Per-portfolio per- quarter per-state-AG enforcement-letter avoidance. Per-portfolio per-quarter per-franchisee-marketing- fund alignment. Per-portfolio per-quarter per- franchisee per-corporate-PPC dashboard adoption. Per-portfolio per-quarter per-cross-vertical paid- spend efficiency. ROI dominated by per-portfolio per-CPA + per-ROAS + per-margin improvement + per- corporate-marketing-team hours recovery + per-state- AG enforcement-letter avoidance + per-franchisee- fund alignment.

Frequently asked

What is PPC budget management?

PPC budget management, in the multi-location franchise + multi-location retail + DTC + multi-channel retail + PE-sponsored portfolio operator context, allocates bid + budget across per-Google-Ads + per-Microsoft-Ads + per-Meta-Ads + per-TikTok + per-LinkedIn + per-Pinterest + per-Performance-Max + per-Google-Shopping + per-Meta-Catalog + per-DSP-mobile + per-Connected-TV + per-DV360 at per-location grain on weekly cadence. The enterprise PPC management vendor category includes Optmyzr, Adalysis, WordStream, Acquisio, Marin Software, Skai (Kenshoo), SearchAds360, AdEspresso, and Smartly.io. The platform-native AI bidding category includes Google Ads Smart Bidding (Maximize Conversions + Target CPA + Target ROAS + Maximize Conversion Value), Meta Ads Manager Advantage+, TikTok Smart Performance Campaign, LinkedIn Performance Manager, and Microsoft Ads Smart Bidding. The franchise-platform managed PPC category includes Rio SEO PPC, Sterling Mesh PPC, SOCi PPC, Surefire Local PPC, and Hibu Franchise PPC. These vendors ship excellent primitives at their respective grains. The layer above them is per-portfolio per-location per-channel weekly bid + budget allocation with per-location performance modeling, per-location margin awareness, per-vertical bid-constraint enforcement (Beauty + Wellness + + Healthcare + Restaurant), per-state-AG enforcement-priority gating, per-franchisee marketing-fund integration, per-corporate-marketing dashboard, and audit trail, coordinated with the 3-skill local-sem I/O pipeline (per-location-bid-budget-management as Input, keyword-negative-keyword-library as Filter, ad-copy-extension-drafting as Output). Completions operates that layer as the per-location-bid-budget-management skill on the local-sem agent. Operator owns every artifact and can in-house at any time.

Why does quarterly-spreadsheet PPC budget allocation break down at multi-location scale?

The descriptive industry pattern at a 180-location multi-vertical franchise (Restaurant + Beauty + Fitness + Wellness across states): the corporate marketing team runs quarterly-spreadsheet PPC budget allocation against per-Google-Ads + per-Meta-Ads + per-TikTok + per-LinkedIn + per-Performance-Max + per-Google-Shopping channel-mix; 60-120 hours per quarter on canonical-allocation assembly; allocation formulas typically blend corporate-equal-distribution + location-revenue-pro-rata + location-vertical-weight; the resulting 2,160 location-channel-pair allocation is location-performance-blind, location-margin-blind, vertical-bid-constraint-blind, and state-AG-enforcement-priority-blind. The downstream failure pattern compounds: Phoenix-Restaurant overbid on Google Ads against low Phoenix margin; Houston-Restaurant underbid on Google Ads against high Houston margin and high opportunity; Boston-Beauty bids violating state-cosmetic-board claim constraints; Tampa-Wellness bids violating state-medical-board claim constraints; California- bids violating state--control + California-AG quarterly-enforcement-priority on product claims; per-franchisee marketing-fund allocations decoupled from the FDC fund-contribution table; per-franchisee relationship fatigue building from corporate-canonical-allocation-disconnect events. The pieces that remain operator-side: per-portfolio per-location per-channel weekly bid + budget allocation with location-performance modeling, location-margin awareness, per-vertical bid-constraint enforcement, per-state-AG enforcement-priority gating, per-franchisee marketing-fund integration, per-corporate-marketing dashboard, and audit trail. Completions operates that layer as the per-location-bid-budget-management skill on the local-sem agent.

How is this different from Optmyzr, Adalysis, WordStream, Acquisio, Marin Software, Skai (Kenshoo), SearchAds360, AdEspresso, Smartly.io, Google Ads Smart Bidding, Meta Ads Manager Advantage+, TikTok Smart Performance Campaign, LinkedIn Performance Manager, Microsoft Ads Smart Bidding, Rio SEO PPC, Sterling Mesh PPC, SOCi PPC, Surefire Local PPC, or Hibu Franchise PPC?

Those platforms ship per-platform enterprise PPC management + per-platform-native AI bidding + per-vertical PPC management primitives. Optmyzr + Adalysis + WordStream + Acquisio + Marin Software + Skai + SearchAds360 + AdEspresso + Smartly.io ship per-platform per-campaign management + per-platform per-bid-optimization + per-platform per-budget-pacing + per-platform per-creative-rotation + per-platform per-A/B-testing. Google Ads Smart Bidding + Meta Ads Manager Advantage+ + TikTok Smart Performance Campaign + LinkedIn Performance Manager + Microsoft Ads Smart Bidding ship per-platform-native AI bidding per-platform-data per-campaign per-portfolio-aggregate optimization. Rio SEO PPC + Sterling Mesh PPC + SOCi PPC + Surefire Local PPC + Hibu Franchise PPC ship per-franchise-platform per-corporate-managed-service + per-franchise-template-PPC + per-franchisee-portal. They are excellent at the per-platform enterprise PPC management + per-platform-native AI bidding primitive. The per-portfolio per-location per-channel per-quarter PPC bid + budget allocation (per-portfolio per-180-location × per-12-channel per-portfolio per-2,160-location-channel-pair per-AI-runtime per-week allocation), the per-location-performance-aware allocation (per-Phoenix-vs-Houston-vs-Boston-vs-Tampa per-location-CPA + per-location-ROAS + per-location-CTR + per-location-conversion-rate per-location per-channel per-portfolio allocation), the per-location-margin-aware allocation (per-Phoenix-vs-Houston-vs-Boston per-location-vertical-margin + per-location-operating-cost per-location per-channel per-portfolio allocation), the per-vertical-bid-constraint application (per-Beauty per-state-cosmetic-board per-bid-claim-restriction + per-Wellness per-state-medical-board per-bid-claim-restriction + per- per-state--control per-bid-claim-restriction + per-Healthcare per-HIPAA per-bid-claim-restriction + per-Restaurant per-FDA per-bid-claim-restriction per-location per-channel allocation), the per-state-AG-enforcement-priority gate (per-state-AG per-quarterly-enforcement-priority per-state per-active-enforcement-area per-portfolio per-location per-state-AG-violation pre-allocation check), the per-franchisee-marketing-fund integration (per-franchisee per-Phoenix per-FDC-fund-allocation per-portfolio per-franchisee per-corporate-PPC-budget alignment + per-franchisee accountability), the per-portfolio per-corporate-marketing dashboard (per-portfolio per-corporate-marketing-team per-location-channel-pair per-week per-bid + per-budget + per-performance + per-compliance + per-state-AG-enforcement-priority + per-vertical-bid-constraint visibility), the wired-into-3-skill local-sem I/O pipeline bundle (Input per-location-bid-budget-management — this skill + Filter keyword-negative-keyword-library + Output ad-copy-extension-drafting — cross-link to /ad-copy-generator), the per-portfolio per-corporate-marketing per-quarter per-corporate-marketing-team hours recovery at multi-location-franchise scale are operator-side architecture above the per-platform enterprise PPC management + per-platform-native AI bidding primitive.

How does per-location per-channel per-week PPC bid + budget allocation actually work?

Per-location per-channel per-week PPC bid + budget allocation runs the Input stage of the local-sem agent. Per-portfolio per-location-channel-pair substrate assembly per-portfolio per-180-location × per-12-channel per-portfolio per-2,160-location-channel-pair per-Phoenix-Google-Ads + per-Phoenix-Meta-Ads + per-Phoenix-TikTok + per-Houston-Google-Ads + per-Houston-Meta-Ads per-location per-channel pair. Per-location-channel-pair per-portfolio canonical-allocation-substrate (per-location-portfolio + per-location-vertical + per-location-coordinate + per-location-historical-CPA + per-location-historical-ROAS + per-location-historical-CTR + per-location-historical-conversion-rate + per-location-margin + per-location-operating-cost + per-location-revenue-quarter + per-location-vertical-bid-constraint + per-location-state-of-residence + per-location-state-AG-enforcement-priority-state + per-location-franchisee-FDC-fund + per-location-franchisee-marketing-fund). Per-location-channel-pair per-portfolio per-Bayesian-multi-armed-bandit + per-portfolio per-reinforcement-learning + per-portfolio per-LightGBM per-portfolio per-location-channel-pair per-week bid + budget allocation per-ML-model recommendation per-week per-portfolio. Per-portfolio per-Bayesian-MAB per-portfolio per-location-channel-pair per-prior + per-portfolio per-quarter per-location-channel-pair per-update + per-portfolio per-confidence-interval per-allocation + per-portfolio per-exploration-exploitation trade-off. Per-portfolio per-LightGBM per-location-channel-pair per-revenue-prediction + per-cost-prediction + per-margin-prediction + per-conversion-rate-prediction per-week per-portfolio. Per-portfolio per-Reinforcement-Learning per-portfolio per-multi-objective (per-portfolio per-CPA + per-portfolio per-ROAS + per-portfolio per-margin + per-portfolio per-compliance-pass + per-portfolio per-state-AG-enforcement-priority-pass) per-location-channel-pair per-week per-allocation per-policy.

How does per-vertical-bid-constraint + per-state-AG-enforcement-priority gate work?

Per-vertical-bid-constraint application runs per-location per-vertical per-canonical-bid-constraint per-allocation. Per-Beauty per-state-cosmetic-board per-bid-claim-restriction (per-state-cosmetic-board per-claim-allowed-keyword + per-state-cosmetic-board per-claim-forbidden-keyword + per-state-cosmetic-board per-disclosure-required + per-state-cosmetic-board per-licensing-credential per-bid-keyword check). Per-Wellness per-state-medical-board per-bid-claim-restriction. Per- per-state--control per-bid-claim-restriction (per-state--control per-license + per-state-age-verification + per-state-product-claim + per-state-municipality-ban check). Per-Healthcare per-HIPAA per-bid-claim-restriction (per-HIPAA per-PHI-claim-restriction + per-state-medical-board per-licensing per-FDA per-claim-restriction). Per-Restaurant per-FDA per-bid-claim-restriction (per-FDA per-allergen-claim + per-FDA per-nutrition-claim + per-FDA per-health-claim per-bid-keyword check). Per-state-AG-enforcement-priority gate runs per-state-AG per-quarterly-enforcement-priority registry per-state per-active-enforcement-area per-portfolio per-location per-state-AG-violation pre-allocation check. Per-California-AG per-quarterly-enforcement-priority-area (per-California-Beauty per-medical-claim + per-California- per-product-claim + per-California-Wellness per-medical-claim) per-portfolio per-California-location per-California-AG-violation pre-allocation check. Per-Washington-AG per-Texas-AG per-Florida-AG per-Pennsylvania-AG per-state-AG-quarterly-enforcement-priority per-portfolio per-state-location per-state-AG-violation pre-allocation check. Per-vertical-bid-constraint-pass + per-state-AG-enforcement-priority-pass advances per-allocation. Per-vertical-bid-constraint-fail or per-state-AG-fail per-location-channel-pair zero-allocation per-portfolio per-portfolio per-quarter audit-trail.

How do you measure ROI on per-location PPC bid + budget management?

Measured against the operator pre-engagement baseline across eleven workstreams. Per-location-channel-pair CPA trajectory — reported each cycle against the operator pre-engagement quarterly-spreadsheet baseline; attributed transparently to the Bayesian-MAB + LightGBM + RL allocation policy. Per-location-channel-pair ROAS trajectory. Per-location-channel-pair conversion-rate trajectory. Per-portfolio paid-spend efficiency trajectory. Per-location margin trajectory against the pre-engagement baseline. Corporate-marketing-team hours recovered from the 60-120-hour-per-quarter spreadsheet-assembly burn. Per-vertical bid-constraint gate-pass rate across Beauty + Wellness + + Healthcare + Restaurant. Per-state-AG enforcement-priority gate-pass rate across California + Washington + Texas + Florida + Pennsylvania. State-AG enforcement-letter exposure preempted (the goal is zero; this is a process commitment to operate the gate + audit trail, not a promise that zero will occur because state-AG enforcement priorities shift independently of operator behavior). Per-franchisee marketing-fund alignment trajectory across the franchisee population. Per-franchisee PPC-dashboard adoption rate. Completions reports each weekly against pre-engagement baseline and against the prior week. Outcome targets are not promised — CPA + ROAS depend on auction conditions on each platform (which the operator does not control), state-AG enforcement-letter outcomes depend on state-AG priorities, and conversion outcomes depend on landing-page + offer + season factors outside the bid layer. Process commitments are firm: weekly per-location-channel-pair allocation refresh, weekly per-vertical bid-constraint registry sync, weekly per-state-AG enforcement-priority registry sync, weekly per-franchisee marketing-fund reconciliation, weekly per-corporate-marketing dashboard refresh, weekly audit-trail emission.

Hire the agent that allocates every per-location per- channel PPC bid + budget per week, not per quarterly spreadsheet

The local-sem agent owns the 3-skill I/O pipeline — per-location-bid-budget-management (Input) + keyword-negative-keyword-library (Filter) + ad-copy- extension-drafting (Output) — sitting on top of whichever per-platform enterprise PPC management source (Optmyzr, Adalysis, WordStream, Acquisio, Marin Software, Skai / Kenshoo, SearchAds360, AdEspresso, Smartly.io), per-platform-native AI bidding source (Google Ads Smart Bidding, Meta Ads Manager Advantage+, TikTok Smart Performance Campaign, LinkedIn Performance Manager, Microsoft Ads Smart Bidding), or per-franchise-platform managed PPC source (Rio SEO PPC, Sterling Mesh PPC, SOCi PPC, Surefire Local PPC, Hibu Franchise PPC) you license downstream. Per-portfolio per-location-channel-pair substrate assembly + per-location-channel-pair canonical-substrate + per-vertical-bid-constraint gate + per-state-AG-enforcement-priority gate + per- Bayesian-MAB + per-LightGBM + per-Reinforcement- Learning per-week allocation + per-portfolio per- corporate-paid-spend cap + pacing + per-franchisee- marketing-fund alignment + per-location-channel-pair per-platform-API deployment + per-portfolio per- corporate-marketing dashboard + per-franchisee per- PPC dashboard + per-portfolio Filter + Output handoff + audit trail.

Tier 1 — AI Readiness Assessment Tier 3 — Fractional CMO

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