Done-for-you offer · Fractional CMO with AI Swarm · attribution-rollup skill
Completions builds per-location cross-channel attribution rollup — completes 3-skill bundle on per-location-rollup -reporting (24+31+51)
You operate 50-1,500 locations × 10-50 marketing channels × per-touch attribution that fragments across walked-in + phone + ecom + organic + paid surfaces. Per-location cross-channel attribution rollup without governance defeats CFO ROAS proof + per-channel budget decisions. Your CFO demands per-location per-channel ROAS proof. Your CMO demands per-channel attribution-model-agreement across last-click + first-click + linear + time-decay + position-based + data-driven + Shapley + Bayesian + Markov-chain + per-touch incrementality. Your counsel demands SEC Reg FD/G + Item 7 MD&A + FINRA Rule 2210 + SOX 404 + GAAP ASC 606 + IFRS 15 + HIPAA + FDA + DEA + state-licensing-board + FTC + Lanham Act compliance on every attribution surface. Completions builds the attribution -rollup skill on the per-location-rollup-reporting agent end -to-end with per-location per-channel per-touch attribution rollup + per-channel per-stage conversion-path computation + per-channel per-outcome feedback to measure-swarm + MMM. This is the 3rd skill that completes the per-location-rollup -reporting bundle alongside loop 24 measure-swarm-rollup + loop 31 per-location-MMM. You keep every artifact. You keep the per-channel data + attribution model + rollup model. You keep the ability to in-house at any time.
Published September 24, 2026
What we operate every day
Per-location per-channel per-touch attribution rollup across 50-1,500 locations × 10-50 marketing channels × per -touch attribution computation with per-channel canonical ingestion across 80+ vendor connectors spanning paid-search + paid-social + paid-display + paid-video + organic-search + organic-social + email + SMS + push + direct-mail + OOH + radio + TV + sponsorships + referral + partnerships + influencer + PR.
Per-channel per-stage conversion-path computation across 10 attribution models (last-click + first-click + linear + time-decay + position-based + data-driven + Shapley + Bayesian + Markov-chain + per-touch incrementality via causal-uplift) × 9 funnel stages (awareness + consideration + intent + decision + retention + advocacy + lapsed + reactivation + churn) with per-stage decay + Bayesian inference + propensity-score-matching + counterfactual -validation + experimental-design treatment-assignment -protocol.
Per-channel per-outcome feedback to measure-swarm (loop 24) emits per-channel per-stage canonical-rollup-record + Bayesian-updating + cross-channel transfer + cross-location transfer. Per-channel per-outcome feedback to MMM (loop 31) emits per-channel per-stage adstock-update + saturation -curve-update + budget-recommendation-input + incrementality-update.
3-skill bundle architecture coordinates loop 24 + loop 31 + loop 51 as 3-skill complete pipeline on per-location -rollup-reporting agent. Per-vertical compliance overlay (SEC Reg FD/G + Item 7 MD&A + FINRA Rule 2210 + SOX 404 + GAAP ASC 606 + IFRS 15 + HIPAA + FDA + DEA + state -licensing-board + FTC + Lanham Act).
Why in-house breaks at multi-location attribution scale
Per-location per-channel per-touch attribution rollup across 50-1,500 locations × 10-50 channels × per-touch ingestion across 80+ vendor connectors requires production data infrastructure. Per-channel per-stage conversion-path computation across 10 models × 9 stages requires data -science capacity. Per-channel per-outcome feedback to measure-swarm + MMM requires data-science capacity with closed-feedback-loop expertise. 3-skill bundle architecture coordination requires orchestration capacity. Per-vertical compliance overlay covering 12+ regulatory frameworks requires legal-engineering capacity. Per-channel connector maintenance requires vendor-coordination capacity. Per -channel per-touch attribution volume + cardinality + retention requires production data infrastructure.
Completions absorbs all seven axes under one Tier 3 Fractional CMO with AI Swarm engagement.
How the engagement progresses
Tier 1 AI Readiness Assessment ($10k, 2-3 weeks, diagnostic). Audits the current operation across seven axes. Deliverable: gap-pack report with per-location per-channel ROAS-exposure estimate + per-location per -channel attribution-lift estimate.
Tier 2 AI Swarm Setup Sprint ($25-50k, 4-8 weeks, build with 30-day operating tail). Builds the per -location cross-channel attribution rollup stack on operator infrastructure — attribution-rollup + per-location -per-channel-per-touch-attribution-rollup + per-channel-per -stage-conversion-path-computation + per-channel-per -outcome-feedback-to-measure-and-MMM on per-location-rollup -reporting agent + measure-swarm-rollup + per-location-MMM + master-record-canonicalization + walk-in-phone -attribution.
Tier 3 Fractional CMO with AI Swarm ($15-25k/ month, 6-month minimum, 1-2 days/wk embedded). Continues operating the stack with continuous per-location per -channel per-touch attribution rollup + weekly per-channel per-stage conversion-path computation refresh + monthly per-channel per-outcome feedback to measure-swarm + MMM refresh + per-event 3-skill bundle architecture coordination + cross-agent swarm coordination.
Frequently asked
What does "Completions builds per-location cross-channel attribution rollup — completes 3-skill bundle on per-location-rollup-reporting (24+31+51)" actually deliver?
Completions builds and operates per-location per-channel per-touch attribution rollup + per-channel per-stage conversion-path computation + per-channel per-outcome feedback to measure-swarm and MMM across the operator multi-location attribution pipeline. Per-location per-channel per-touch attribution rollup across 50-1,500 locations × 10-50 marketing channels × per-touch attribution computation with per-channel canonical ingestion across paid-search (Google Ads + Bing Ads + Microsoft Ads + Apple Search Ads + Yahoo Gemini + Yandex Direct) + paid-social (Meta Business + TikTok + LinkedIn + Snap + Pinterest + Reddit + Quora + X + Twitch + Spotify Ad Studio) + paid-display (DV360 + The Trade Desk + Amazon DSP + Yahoo DSP + Stack Adapt + Adelphic + Basis + Adform + Eskimi + Quantcast) + paid-video (YouTube + Hulu + Roku + Samsung Ads + LG Channels + Vizio + Pluto + Tubi + Crackle + Disney+ + Netflix-ad-tier + Peacock + Paramount+) + organic-search (Google Search Console + Bing Webmaster Tools + Apple Spotlight + DuckDuckGo) + organic-social (Meta + TikTok + LinkedIn + YouTube + X + Pinterest + Snap + Threads + Bluesky) + email (Klaviyo + Mailchimp + ActiveCampaign + Iterable + Braze + Customer.io + Resend + Postmark + SendGrid + Mailgun) + SMS (Twilio + Bandwidth + Plivo + Inteliquent + Telnyx + Vonage SMS + MessageBird) + push (OneSignal + Airship + Pushwoosh + Braze Push + Iterable Push) + direct-mail (Lob + Postalytics + PostGrid + Postable + PostcardMania) + OOH (Vistar + GeoPath + Reach + Place Exchange + AdQuick + Adomni) + radio (iHeart + SiriusXM + Spotify Ad Studio + Pandora + Audacy + Cumulus) + TV (Nielsen + Comscore + iSpot + EDO + Innovid + TVision + Pixalate + Samba TV) + sponsorships (per-event ingestion contract) + referral (referral-partner-API + LinkedIn referrals + brand-ambassador-tracking) + partnerships (Partnerize + Impact + CJ + Rakuten + ShareASale + Awin) + influencer (Aspire + Grin + Klear + Tagger + Traackr + Mavrck + Open Influence + Influential) + PR (Cision + Meltwater + Critical Mention + Muck Rack + PR Newswire + Business Wire). Per-channel per-stage conversion-path computation across 10 attribution models (last-click + first-click + linear + time-decay + position-based + data-driven + Shapley-value + Bayesian-attribution + Markov-chain + per-touch incrementality via causal-uplift) × per-stage funnel (awareness + consideration + intent + decision + retention + advocacy + lapsed + reactivation + churn) × per-stage decay function + per-stage Bayesian inference + per-stage propensity-score-matching + per-stage counterfactual-validation + per-stage experimental-design treatment-assignment-protocol. Per-channel per-outcome feedback to measure-swarm (loop 24) emits per-channel per-stage canonical-rollup-record + per-channel per-stage Bayesian-updating + per-channel per-stage cross-channel transfer + per-channel per-stage cross-location transfer. Per-channel per-outcome feedback to MMM (loop 31) emits per-channel per-stage adstock-update + per-channel per-stage saturation-curve-update + per-channel per-stage budget-recommendation-input + per-channel per-stage incrementality-update. 3-skill bundle architecture coordinates loop 24 (measure-swarm-rollup) + loop 31 (per-location-MMM) + loop 51 (attribution-rollup) as 3-skill complete pipeline on per-location-rollup-reporting agent. Per-vertical compliance overlay (SEC Reg FD/G + Item 7 MD&A + FINRA Rule 2210 + SOX Section 404 + GAAP ASC 606 + IFRS 15 + HIPAA per-channel PHI handling + FDA OPDP pharma-channel + DEA controlled-substance-channel + state-licensing-board service-channel + FTC Section 5 + Lanham Act). Operator team owns the per-channel data + attribution model + rollup model + per-channel feedback config + compliance overlay + audit trail. Completions owns the swarm orchestration on the per-location-rollup-reporting agent.
Why does in-house per-location cross-channel attribution rollup break at multi-location scale?
In-house operation at multi-location attribution scale fails on seven axes: (1) per-location per-channel per-touch attribution rollup across 50-1,500 locations × 10-50 marketing channels × per-touch ingestion across 80+ vendor connectors × per-week cadence requires production data infrastructure unstaffable by internal teams; (2) per-channel per-stage conversion-path computation across 10 attribution models × 9 funnel stages × per-stage decay function + Bayesian inference + propensity-score-matching + counterfactual-validation + experimental-design treatment-assignment-protocol requires data-science capacity; (3) per-channel per-outcome feedback to measure-swarm + MMM with per-channel Bayesian-updating + cross-channel transfer + cross-location transfer + adstock-update + saturation-curve-update + budget-recommendation-input + incrementality-update requires data-science capacity with closed-feedback-loop expertise; (4) 3-skill bundle architecture coordination across loops 24+31+51 requires orchestration capacity; (5) per-vertical compliance overlay covering SEC Reg FD/G + Item 7 MD&A + FINRA Rule 2210 + SOX 404 + GAAP ASC 606 + IFRS 15 + HIPAA + FDA + DEA + state-licensing-board + FTC + Lanham Act requires legal-engineering capacity; (6) per-channel connector maintenance (80+ marketing channel vendors change APIs + schemas + auth every 3-6 months) requires vendor-coordination capacity; (7) per-channel per-touch attribution volume + cardinality + retention requires production data infrastructure with proper indexing + partitioning + cold-storage. Completions absorbs all seven axes under one Tier 3 Fractional CMO with AI Swarm engagement.
What does the engagement look like across Tier 1 → Tier 2 → Tier 3?
Tier 1 AI Readiness Assessment ($10k, 2-3 weeks, diagnostic): Completions audits the operator current attribution rollup operation across seven axes — per-location per-channel per-touch attribution rollup coverage + per-channel per-stage conversion-path computation maturity + per-channel per-outcome feedback to measure-swarm and MMM + 3-skill bundle architecture coordination + per-vertical compliance overlay + per-channel connector maintenance + per-channel per-touch attribution volume + retention. Deliverable: gap-pack report with per-location per-channel ROAS-exposure estimate + per-location per-channel attribution-lift estimate. Tier 2 AI Swarm Setup Sprint ($25-50k, 4-8 weeks, build with 30-day operating tail): Completions builds the per-location cross-channel attribution rollup stack on operator infrastructure — attribution-rollup + per-location-per-channel-per-touch-attribution-rollup + per-channel-per-stage-conversion-path-computation + per-channel-per-outcome-feedback-to-measure-and-MMM on per-location-rollup-reporting agent + measure-swarm-rollup on per-location-rollup-reporting + per-location-MMM on per-location-rollup-reporting + master-record-canonicalization on master-record + walk-in-phone-attribution on walk-in-phone-attribution. Tier 3 Fractional CMO with AI Swarm ($15-25k/month, 6-month minimum, 1-2 days/wk embedded): Completions continues operating the stack with continuous per-location per-channel per-touch attribution rollup + weekly per-channel per-stage conversion-path computation refresh + monthly per-channel per-outcome feedback to measure-swarm + MMM refresh + per-event 3-skill bundle architecture coordination + per-event compliance overlay refresh + cross-agent swarm coordination.
Who owns the per-channel data, attribution model, rollup model, and audit trail?
Operator owns 100% of every artifact: per-channel data (in operator data infrastructure — Snowflake + Databricks + BigQuery + Redshift + Postgres operator data warehouse), per-channel vendor credentials (80+ marketing channel vendor credentials under operator billing + operator credentials), per-channel attribution model code (in operator repo with operator-controlled deploy pipeline + operator-data-science-team-aligned + operator-marketing-team-aligned + operator-finance-team-aligned), per-channel per-stage conversion-path computation model code (operator-owned + operator-data-science-team-aligned), per-channel per-outcome feedback to measure-swarm config (operator-owned + operator-CFO-aligned), per-channel per-outcome feedback to MMM config (operator-owned + operator-CFO-aligned + operator-CMO-aligned), per-vertical compliance overlay (rule library in operator repo with attorney-approved updates), SEC Reg FD/G + Item 7 MD&A + FINRA Rule 2210 + SOX 404 + GAAP ASC 606 + IFRS 15 + HIPAA + FDA + DEA + state-licensing-board + FTC + Lanham Act disclosure register (operator-owned + operator-counsel-maintained), brand spec (versioned in operator repo), LLM prompts (in operator repo), audit trail (retention infrastructure on operator cloud account with WORM-storage when SOX + HIPAA + FDA + SEC + FINRA retention required). Completions owns: the orchestration knowledge — how to design per-location per-channel per-touch attribution rollup contracts + how to tune per-channel per-stage conversion-path computation + how to debug per-channel per-outcome feedback to measure-swarm and MMM cascades + how to coordinate the 3-skill bundle architecture with measure-swarm-rollup + per-location-MMM + master-record-canonicalization + walk-in-phone-attribution siblings. The operator can in-house at any time; Completions credentials revoke immediately on engagement-end.
What KPIs will Completions commit to on Tier 3 engagement?
Typical Tier 3 commitments: (1) per-location per-channel per-touch attribution rollup coverage at 99-percent target across 80+ vendor connectors; (2) per-channel per-stage conversion-path computation accuracy at 90-percent target across 10 attribution models × 9 funnel stages; (3) per-channel per-outcome feedback to measure-swarm integration latency under 5-minute end-to-end; (4) per-channel per-outcome feedback to MMM integration latency under 24-hour end-to-end; (5) 3-skill bundle architecture coordination latency under 2-second end-to-end; (6) per-vertical compliance overlay coverage at 99.9-percent target across 12+ regulatory frameworks; (7) per-channel connector health-check cadence adherence at 100-percent target (quarterly); (8) per-channel canonical-rollup-record persistence at 100-percent target with WORM-storage verification when required; (9) per-location per-channel ROAS measurement accuracy improvement at 25-50-percent target (operator-baseline-dependent); (10) per-location per-channel budget-recommendation accuracy improvement at 20-40-percent target (incremental on top of base MMM stack). Each KPI measured against pre-engagement baseline.
How does engagement end and what is the operator transition path?
Tier 3 engagements are 6-month minimum with 90-day notice. At engagement end, Completions transitions the per-location cross-channel attribution rollup operation back to operator in-house in 30-60 days: operating-playbook hand-off + in-house staff training across 3-5 operator team members covering per-location per-channel per-touch attribution rollup + per-channel per-stage conversion-path computation + per-channel per-outcome feedback to measure-swarm and MMM + 3-skill bundle architecture coordination + per-vertical compliance overlay management + per-channel connector maintenance + cross-agent coordination + per-channel data infrastructure hand-off + per-channel vendor credentials hand-off + per-channel attribution model code hand-off + per-channel per-stage conversion-path computation model code hand-off + per-channel per-outcome feedback to measure-swarm config hand-off + per-channel per-outcome feedback to MMM config hand-off + LLM prompts hand-off + audit trail hand-off; Completions credentials revoke immediately on engagement-end. Operator can re-engage Completions at any time on Tier 1 or Tier 2 cadence.
Engage Completions
Start with the AI Readiness Assessment (Tier 1, 2-3 weeks, $10k). Hand off to Tier 2 ($25-50k, 4-8 weeks) for the build. Continue under Tier 3 Fractional CMO with AI Swarm ($15-25k/month, 6-month minimum, 1-2 days/wk embedded). Operator owns every artifact at every tier. Operator can in-house at any time.