Done-for-you offer · Fractional CMO with AI Swarm · behavioral-enrichment skill
Completions builds the per-location behavioral enrichment — 3-skill bundle complete with loops 22 + 36 (lead-scoring -routing pipeline)
You operate 50-1,500 locations with 1,000-50,000 leads per month × per-lead per-touch behavioral signal volume across 50+ signal types. Per-location behavioral enrichment without governance produces inconsistent cohorts + noisy signal-to -routing handoff + missed buyer-stage transitions. Your CRO demands per-tier routing accuracy. Your data-science team demands per-cohort propensity-score-matching + counterfactual -validation. Your counsel demands GDPR Article 22 automated -decision-making + CCPA + 11 state-rights-acts + TCPA + CAN -SPAM + 10DLC + FCRA + GLBA + HIPAA + state-AG behavioral -tracking + EU AI Act Article 22 transparency compliance. Completions builds the behavioral-enrichment skill on the lead-scoring-routing agent end-to-end with per-lead per-touch behavioral signal ingestion + per-cohort behavioral computation + per-stage behavioral feedback to routing. This is the 3rd skill that completes the lead-scoring-routing pipeline alongside loop 22 firmographic + loop 36 BANT. You keep every artifact. You keep the behavioral signal data + cohort registry + behavioral-signal model. You keep the ability to in-house at any time.
Published September 24, 2026
What we operate every minute
Per-lead per-touch behavioral signal ingestion across 1,000 -50,000 leads per month × 50+ behavioral signal types (page-view + content-download + email-open + email-click + form-submit + demo-request + pricing-page-view + case-study + comparison + checkout-abandonment + trial-signup + trial -usage + account-creation + account-activation + engagement + video-watch + video-completion + webinar-registration + webinar-attendance + survey + chat + chatbot + search-query + site-search + product-detail + product-comparison + cart -add + cart-modify + cart-abandonment + wishlist + review -read + review-write + FAQ-view + help-center + docs + community + forum-post + social-share + social-mention + referral + affiliate + UTM-arrival + direct-arrival + organic + paid-search + paid-social + return-visit + session-duration + session-depth + scroll-depth + device -fingerprint + geocoordinate + timezone).
Per-lead per-cohort behavioral computation across 10 cohort -definitions (per-stage + per-vertical + per-revenue-tier + per-tenure + per-product-line + per-acquisition-channel + per-acquisition-touch + per-pain-point + per-job-title + per-buyer-state) with per-cohort cohort-membership + per -cohort per-signal weighting + decay + seasonality + cross -cohort transfer + propensity-score-matching + counterfactual-validation + experimental-design treatment -assignment-protocol.
Per-lead per-stage behavioral feedback to routing emits per -lead per-stage behavioral-signal weighting into per-lead per-tier routing decision (auto-respond + nurture-track-1 + nurture-track-2 + nurture-track-3 + AE-assigned + SDR -assigned + BDR-assigned + closed-lost + closed-won + reject) with per-lead per-stage behavioral-signal Bayesian -updating + counterfactual-validation + propensity-score -matching + experimental-design treatment-assignment -protocol.
3-skill bundle architecture coordinates loop 22 (firmographic-enrichment) + loop 36 (bant-scoring) + loop 49 (behavioral-enrichment) as 3-skill complete pipeline on lead-scoring-routing agent. Per-vertical compliance overlay (GDPR Article 22 + CCPA + 11 state-rights-acts + TCPA + CAN-SPAM + 10DLC + FCRA + GLBA + HIPAA + state-AG behavioral-tracking + EU AI Act Article 22).
Why in-house breaks at multi-location lead-scoring-routing scale
Per-lead per-touch behavioral signal ingestion across 1,000 -50,000 leads × 50+ signal types requires production ingestion infrastructure. Per-lead per-cohort behavioral computation across 10 cohort-definitions requires data -science capacity. Per-lead per-stage behavioral feedback to routing requires data-science capacity with closed -feedback-loop expertise. 3-skill bundle architecture coordination requires orchestration capacity. Per-vertical compliance overlay covering 11+ regulatory frameworks requires legal-engineering capacity. Per-lead per-touch behavioral signal source connector maintenance requires vendor-coordination capacity. Per-lead per-touch behavioral signal 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.
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 behavioral-signal coverage estimate + per-tier routing -accuracy estimate.
Tier 2 AI Swarm Setup Sprint ($25-50k, 4-8 weeks, build with 30-day operating tail). Builds the per -location behavioral enrichment 3-skill bundle on operator infrastructure — behavioral-enrichment + per-lead-per -touch-behavioral-signal-ingestion + per-lead-per-cohort -behavioral-computation + per-lead-per-stage-behavioral -feedback-to-routing on lead-scoring-routing agent + firmographic-enrichment + bant-scoring on lead-scoring -routing + crm-record-creation + lifecycle-flow -architecture + master-record-canonicalization.
Tier 3 Fractional CMO with AI Swarm ($15-25k/ month, 6-month minimum, 1-2 days/wk embedded). Continues operating the bundle with continuous per-lead per-touch behavioral signal ingestion + weekly per-cohort behavioral computation refresh + monthly per-stage behavioral feedback to routing refresh + per-event 3-skill bundle architecture coordination + cross-agent swarm coordination.
Frequently asked
What does "Completions builds per-location behavioral enrichment — 3-skill bundle complete with loops 22 + 36 (lead-scoring-routing pipeline)" actually deliver?
Completions builds and operates per-lead per-touch behavioral signal ingestion + per-lead per-cohort behavioral computation + per-lead per-stage behavioral feedback to routing across the operator multi-location lead-scoring-routing pipeline. Per-lead per-touch behavioral signal ingestion across 1,000-50,000 leads per month × 50+ behavioral signal types — per-touch page-view + per-touch content-download + per-touch email-open + per-touch email-click + per-touch form-submit + per-touch demo-request + per-touch pricing-page-view + per-touch case-study-view + per-touch comparison-page-view + per-touch checkout-abandonment + per-touch trial-signup + per-touch trial-usage + per-touch account-creation + per-touch account-activation + per-touch account-engagement + per-touch video-watch + per-touch video-completion + per-touch webinar-registration + per-touch webinar-attendance + per-touch survey-submission + per-touch chat-engagement + per-touch chatbot-engagement + per-touch search-query + per-touch site-search + per-touch product-detail-view + per-touch product-comparison + per-touch cart-add + per-touch cart-modify + per-touch cart-abandonment + per-touch wishlist-add + per-touch review-read + per-touch review-write + per-touch FAQ-view + per-touch help-center-view + per-touch documentation-view + per-touch community-engagement + per-touch forum-post + per-touch social-share + per-touch social-mention + per-touch referral-link-click + per-touch affiliate-link-click + per-touch UTM-arrival + per-touch direct-arrival + per-touch organic-search-arrival + per-touch paid-search-arrival + per-touch paid-social-arrival + per-touch return-visit + per-touch session-duration + per-touch session-depth + per-touch scroll-depth + per-touch device-fingerprint + per-touch geocoordinate + per-touch timezone. Per-lead per-cohort behavioral computation via per-cohort-definition (per-stage cohort + per-vertical cohort + per-revenue-tier cohort + per-tenure cohort + per-product-line cohort + per-acquisition-channel cohort + per-acquisition-touch cohort + per-pain-point cohort + per-job-title cohort + per-buyer-state cohort) with per-cohort cohort-membership + per-cohort per-signal weighting + per-cohort per-signal decay + per-cohort per-signal seasonality + per-cohort per-signal cross-cohort transfer + per-cohort propensity-score-matching + per-cohort counterfactual-validation + per-cohort experimental-design treatment-assignment-protocol. Per-lead per-stage behavioral feedback to routing emits per-lead per-stage behavioral-signal weighting into per-lead per-tier routing decision (auto-respond + nurture-track-1 + nurture-track-2 + nurture-track-3 + AE-assigned + SDR-assigned + BDR-assigned + closed-lost + closed-won + reject) with per-lead per-stage behavioral-signal Bayesian-updating + counterfactual-validation + propensity-score-matching + experimental-design treatment-assignment-protocol. 3-skill bundle architecture coordinates loop 22 (firmographic-enrichment) + loop 36 (bant-scoring) + loop 49 (behavioral-enrichment) as 3-skill complete pipeline on lead-scoring-routing agent with per-skill change-event-emission + per-skill cross-skill propagation + per-skill downstream-trigger mapping. Per-vertical compliance overlay (GDPR Article 6/9/17/22/30 lawful basis + GDPR Article 22 automated-decision-making + CCPA + 11 state-rights-acts + TCPA + CAN-SPAM + 10DLC + FCRA + GLBA + HIPAA behavioral-signal PHI + state-AG behavioral-tracking restrictions + EU AI Act Article 22 automated-decision-making transparency). Operator team owns the per-lead per-touch behavioral signal data + cohort registry + behavioral-signal model + per-stage routing config + compliance overlay + audit trail. Completions owns the swarm orchestration on the lead-scoring-routing agent.
Why does in-house per-location behavioral enrichment break at multi-location lead-scoring-routing scale?
In-house operation at multi-location lead-scoring-routing scale fails on seven axes: (1) per-lead per-touch behavioral signal ingestion across 1,000-50,000 leads × 50+ signal types × per-touch real-time ingestion requires production ingestion infrastructure unstaffable by internal teams; (2) per-lead per-cohort behavioral computation across 10 cohort-definitions × per-cohort per-signal weighting + decay + seasonality + cross-cohort transfer + propensity-score-matching + counterfactual-validation + experimental-design treatment-assignment-protocol requires data-science capacity; (3) per-lead per-stage behavioral feedback to routing across per-lead per-stage Bayesian-updating + counterfactual-validation + propensity-score-matching + experimental-design treatment-assignment-protocol requires data-science capacity with closed-feedback-loop expertise; (4) 3-skill bundle architecture coordination across loops 22+36+49 with per-skill change-event-emission + cross-skill propagation + downstream-trigger mapping requires orchestration capacity; (5) per-vertical compliance overlay covering GDPR Article 22 automated-decision-making + CCPA + 11 state-rights-acts + TCPA + CAN-SPAM + 10DLC + FCRA + GLBA + HIPAA + state-AG behavioral-tracking + EU AI Act Article 22 transparency requires legal-engineering capacity; (6) per-lead per-touch behavioral signal source connector maintenance (analytics + CDP + CRM + reverse-ETL vendors change APIs + schemas + auth every 3-6 months) requires vendor-coordination capacity; (7) per-lead per-touch behavioral signal volume + cardinality + retention (5-15M signal events per day at multi-location scale) 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 behavioral enrichment operation across seven axes — per-lead per-touch behavioral signal ingestion coverage + per-lead per-cohort behavioral computation maturity + per-lead per-stage behavioral feedback to routing + 3-skill bundle architecture coordination + per-vertical compliance overlay + per-lead per-touch behavioral signal source connector maintenance + per-lead per-touch behavioral signal volume + retention. Deliverable: gap-pack report with per-location behavioral-signal coverage estimate + per-tier routing-accuracy estimate. Tier 2 AI Swarm Setup Sprint ($25-50k, 4-8 weeks, build with 30-day operating tail): Completions builds the per-location behavioral enrichment 3-skill bundle on operator infrastructure — behavioral-enrichment + per-lead-per-touch-behavioral-signal-ingestion + per-lead-per-cohort-behavioral-computation + per-lead-per-stage-behavioral-feedback-to-routing on lead-scoring-routing agent + firmographic-enrichment + bant-scoring on lead-scoring-routing + crm-record-creation on crm-record-creation + lifecycle-flow-architecture on lifecycle-flow + master-record-canonicalization on master-record. Tier 3 Fractional CMO with AI Swarm ($15-25k/month, 6-month minimum, 1-2 days/wk embedded): Completions continues operating the bundle with continuous per-lead per-touch behavioral signal ingestion + weekly per-lead per-cohort behavioral computation refresh + monthly per-lead per-stage behavioral feedback to routing refresh + per-event 3-skill bundle architecture coordination + per-event compliance overlay refresh + cross-agent swarm coordination.
Who owns the behavioral signal data, cohort registry, behavioral-signal model, and audit trail?
Operator owns 100% of every artifact: per-lead per-touch behavioral signal data (in operator data infrastructure — Snowflake + Databricks + BigQuery + Redshift + Postgres operator data warehouse), per-cohort registry (in operator repo with operator-controlled per-cohort-definition + per-cohort cohort-membership + per-cohort per-signal weighting + decay + seasonality + cross-cohort transfer versioning), per-lead per-touch behavioral signal source credentials (GA4 + Adobe Analytics + Mixpanel + Amplitude + Heap + Pendo + Snowplow + Segment + RudderStack + mParticle + Tealium + Hightouch + Census + operator CDP + operator CRM under operator billing + operator credentials), per-lead per-cohort behavioral computation model code (in operator repo with operator-controlled deploy pipeline + operator-data-science-team-aligned), per-lead per-stage behavioral feedback to routing config (operator-owned + operator-sales-team-aligned + operator-marketing-team-aligned + operator-counsel-aligned), per-vertical compliance overlay (rule library in operator repo with attorney-approved updates), GDPR Article 22 + CCPA + 11 state-rights-acts + TCPA + CAN-SPAM + 10DLC + FCRA + GLBA + HIPAA + state-AG behavioral-tracking + EU AI Act Article 22 transparency 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). Completions owns: the orchestration knowledge — how to design per-lead per-touch behavioral signal ingestion contracts + how to tune per-lead per-cohort behavioral computation + how to debug per-lead per-stage behavioral feedback to routing cascades + how to coordinate the 3-skill bundle architecture with firmographic-enrichment + bant-scoring + crm-record-creation + lifecycle-flow-architecture + master-record-canonicalization 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-lead per-touch behavioral signal ingestion coverage at 99-percent target across 50+ signal types; (2) per-lead per-cohort behavioral computation accuracy at 90-percent target across 10 cohort-definitions; (3) per-cohort propensity-score-matching adherence at 100-percent target; (4) per-cohort counterfactual-validation adherence at 100-percent target; (5) per-cohort experimental-design treatment-assignment-protocol adherence at 100-percent target; (6) per-lead per-stage behavioral feedback to routing integration latency under 5-second end-to-end; (7) 3-skill bundle architecture coordination latency under 2-second end-to-end; (8) per-vertical compliance overlay coverage at 99.9-percent target across 11+ regulatory frameworks; (9) per-tier routing accuracy improvement at 20-40-percent target (incremental on top of firmographic + BANT stack); (10) per-tier conversion-lift improvement at 15-30-percent target (incremental on top of firmographic + BANT 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 behavioral enrichment 3-skill bundle 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-lead per-touch behavioral signal ingestion + per-lead per-cohort behavioral computation + per-lead per-stage behavioral feedback to routing + 3-skill bundle architecture coordination + per-vertical compliance overlay management + per-lead per-touch behavioral signal source connector maintenance + cross-agent coordination + per-lead per-touch behavioral signal data infrastructure hand-off + per-cohort registry hand-off + per-lead per-touch behavioral signal source credentials hand-off + per-lead per-cohort behavioral computation model code hand-off + per-lead per-stage behavioral feedback to routing 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.