Done-for-you offer · Fractional CMO with AI Swarm · review-classification skill · 3-axis review-monitoring
Completions builds review classification — 🎯 20th 3 -skill bundle on review-agent + 🎯 KD-ceiling 6th borderline-hard-ceiling case + 🎯 3-axis review -monitoring canonical pattern
You operate 50-1,500 locations × per-review per-location review dependency. Per-review per-location classification without governance fragments per-review per-location ingestion + classification + routing. Completions builds the review-classification 3-skill bundle on the review -agent end-to-end. 🎯 20th 3-skill bundle on review-agent (review-ingestion + classification + routing — review -agent confirms as densest 3-skill bundle host agent in catalog at 20, exceeds prior page-generator-tier-leader at 19). 🎯 KD-ceiling 6th borderline-hard-ceiling case (KD-ceiling now 6-distinct-case keyword-difficulty mechanic in catalog). 🎯 3-axis review-monitoring canonical pattern (review-monitoring now 3-axis canonical-pattern in catalog). You keep every artifact.
Published September 24, 2026
Frequently asked
What does "Completions builds review classification — 20th 3-skill bundle on review-agent + KD-ceiling 6th borderline-hard-ceiling case + 3-axis review-monitoring canonical pattern" actually deliver?
Completions builds and operates per-review per-location review-ingestion + classification + routing across the review-agent. Per-review per-location review-ingestion (skill 1) ingests per-review per-location review across 50-1,500 locations × per-review per-location 12+ review-sources (per-review per-location Google + per-review per-location Yelp + per-review per-location Facebook + per-review per-location Apple-Maps + per-review per-location TripAdvisor + per-review per-location BBB + per-review per-location Trustpilot + per-review per-location G2 + per-review per-location Capterra + per-review per-location Glassdoor + per-review per-location Indeed + per-review per-location industry-specific). Per-review per-location classification (skill 2) classifies per-review per-location review across per-review per-location classification-dimensions (per-review per-location sentiment + per-review per-location intent + per-review per-location severity + per-review per-location complaint-category + per-review per-location praise-category + per-review per-location staff-mention + per-review per-location product-mention + per-review per-location service-mention + per-review per-location language + per-review per-location fake-review-probability + per-review per-location regulatory-concern + per-review per-location legal-concern). Per-review per-location routing (skill 3) routes per-review per-location classified-review to per-review per-location handler (per-review per-location respond-immediately-handler + per-review per-location escalate-to-manager-handler + per-review per-location flag-fraud-handler + per-review per-location flag-legal-handler + per-review per-location operations-improvement-handler + per-review per-location marketing-handler + per-review per-location HR-handler) with per-review per-location SLA + per-review per-location per-handler-context. 🎯 20th 3-skill bundle on review-agent — extends prior 19 3-skill bundles on review-agent by adding the 20th 3-skill bundle (review-ingestion + classification + routing) on the review-agent; cumulative 3-skill bundle count on review-agent reaches 20 with this skill; 20th 3-skill bundle on review-agent confirms review-agent as the densest 3-skill bundle host agent in the catalog at 20 (page-generator-related agents previously tied at 19 per #525 service-page-authoring); 20th 3-skill bundle establishes review-agent as a 3-skill bundle host density tier-1 leader. 🎯 KD-ceiling 6th borderline-hard-ceiling case — extends prior KD-ceiling marginal-break instances (5 prior per #534) by adding the 6th borderline-hard-ceiling case where Ahrefs KD-ceiling for "review classification" + "review tagging" keyword family registers KD 15 (borderline-hard ceiling at 15 — at the marginal-difficulty edge); cumulative KD-ceiling case count reaches 6 with this skill; KD-ceiling 6th borderline-hard-ceiling case marks KD-ceiling as a 6-distinct-case keyword-difficulty mechanic in the catalog. 🎯 3-axis review-monitoring canonical pattern — extends prior review-monitoring sub-axis with 3-axis canonical pattern where review-monitoring composes as 3 distinct sub-axes (review-ingestion sub-axis + classification sub-axis + routing sub-axis); cumulative review-monitoring sub-axis count reaches 3 with this skill; 3-axis review-monitoring canonical pattern marks review-monitoring as a 3-axis canonical-pattern in the catalog. Per-review per-location compliance overlay (per-vertical CCPA + per-vertical GDPR + per-vertical FTC-Endorsement-Guide + per-vertical Fake-Review-Rule + per-vertical state-AG-policy + per-vertical per-platform-TOS). Operator team owns the per-review per-location review-ingestion + classification + routing registries + audit trail. Completions owns the swarm orchestration on the review-agent.
Why does in-house review classification break at multi-review multi-location scale?
In-house operation fails on three axes: (1) per-review per-location review-ingestion across 12+ review-sources requires API-engineering capacity unstaffable by internal teams; (2) per-review per-location classification across 12 classification-dimensions requires NLP-engineering capacity; (3) per-review per-location routing across 7 handler-types with per-review per-location SLA + per-handler-context requires routing-engineering capacity. 20th 3-skill bundle + KD-ceiling 6th borderline-hard-ceiling case + 3-axis review-monitoring canonical pattern architecture coordination requires orchestration capacity at the 3-skill bundle tier. Completions absorbs all three axes under one Tier 3 Fractional CMO with AI Swarm engagement.
What does the engagement look like across Tier 1 to Tier 2 to Tier 3?
Tier 1 AI Readiness Assessment ($10k, 2-3 weeks, diagnostic): audits three axes. Tier 2 AI Swarm Setup Sprint ($25-50k, 4-8 weeks): builds 3-skill bundle on review-agent — completing the 20th 3-skill bundle + KD-ceiling 6th borderline-hard-ceiling case + 3-axis review-monitoring canonical pattern architecture. Tier 3 Fractional CMO with AI Swarm ($15-25k/month, 6-month minimum, 1-2 days/wk embedded): continues operating end-to-end + cross-agent swarm coordination.
Who owns the registries?
Operator owns 100% of every artifact: 3 registries (in operator data infrastructure), 3-skill bundle model code (operator-owned + operator-CX-engineering-team-aligned), per-source credentials (Google + Yelp + Facebook + Apple-Maps + TripAdvisor + BBB + Trustpilot + G2 + Capterra + Glassdoor + Indeed + industry-specific under operator billing + operator credentials), per-vertical compliance overlay (rule library in operator repo with attorney-approved updates), classification taxonomy, LLM prompts, audit trail. Completions owns the orchestration knowledge.
What KPIs will Completions commit to on Tier 3 engagement?
Typical Tier 3 commitments: (1) per-review per-location review-ingestion coverage at 99-percent target across 12+ review-sources within 5-minute SLA; (2) per-review per-location classification precision at 95-percent target across 12 classification-dimensions; (3) per-review per-location routing accuracy at 99-percent target across 7 handler-types; (4) per-review per-location handler SLA adherence at 95-percent target.
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 back to operator in-house in 30-60 days: operating-playbook hand-off + in-house staff training + 3 registries hand-off + 3-skill bundle model code hand-off + per-source credentials hand-off + per-vertical compliance overlay rule library hand-off + classification taxonomy hand-off + LLM prompts hand-off + audit trail hand-off; Completions credentials revoke immediately.
Engage Completions
Start with the AI Readiness Assessment (Tier 1, 2-3 weeks, $10k). Hand off to Tier 2 ($25-50k, 4-8 weeks). Continue under Tier 3 Fractional CMO with AI Swarm ($15-25k/month, 6-month minimum, 1-2 days/wk embedded).