Completions

Done-for-you offer · Fractional CMO with AI Swarm · schema-auto-remediation skill · 5th agent in 7-loop

Completions builds schema auto-remediation — 🎯 16th 5 -skill bundle on schema-graph + 🎯 Post-event -remediation 3rd instance + 🎯 Cross-agent Audit+Auto -Remediate sub-pattern + 🎯 GET-FOUND 1st 5-skill+ agent + 🎯 5th agent in 7-loop scale-up cluster

You operate 50-1,500 locations × per-schema per-page schema-remediation dependency. Per-schema per-page auto -remediation without governance fragments per-schema per -page audit + diagnosis + execution + validation + attestation. Completions builds the schema-auto -remediation 5-skill bundle on the schema-graph agent end-to-end. 🎯 16th 5-skill bundle on schema-graph (tied with comm-broadcast at 16 — now densest 5-skill bundle host). 🎯 Post-event-remediation 3rd instance (MATURE -recurring canonical-mechanic at 3 instances, joins post-crisis GBP repair at #552 + post-crisis SEO repair at #564). 🎯 Cross-agent Audit+Auto-Remediate sub -pattern (FIRST in catalog — Audit on schema-graph + Auto-Remediate from integration-drift-monitor; cross -agent-mechanic-composition emergent pattern). 🎯 GET -FOUND 1st 5-skill+ agent (schema-graph 1st GET-FOUND swarm agent at 5-skill+ density — paralleling gbp-agent 6-skill+ at #552). 🎯 5th agent in 7-loop scale-up cluster (DENSE SCALE-UP CLUSTER DEEPENING — 5 distinct agents promoted within 7 pillars, sustained 71-percent agent-promotion-rate). You keep every artifact.

Published September 24, 2026

Frequently asked

What does "Completions builds schema auto-remediation — 16th 5-skill bundle on schema-graph + Post-event-remediation 3rd instance + Cross-agent Audit+Auto-Remediate sub-pattern + GET-FOUND 1st 5-skill+ agent + 5th agent in 7-loop scale-up cluster" actually deliver?

Completions builds and operates per-schema per-page schema-audit-capture + drift-diagnosis + auto-remediation-execution + validation-roundtrip + attestation across the schema-graph agent. Per-schema per-page schema-audit-capture (skill 1) captures per-schema per-page audit-output from prior schema-audit + schema-org-quarterly-audit pipelines (per #531 + #541) across 50-1,500 locations × per-schema per-page 15+ schema-types (per-schema per-page Service + per-schema per-page Product + per-schema per-page LocalBusiness + per-schema per-page Organization + per-schema per-page BreadcrumbList + per-schema per-page FAQPage + per-schema per-page Article + per-schema per-page HowTo + per-schema per-page VideoObject + per-schema per-page Review + per-schema per-page AggregateRating + per-schema per-page Offer + per-schema per-page Person + per-schema per-page Event + per-schema per-page CreativeWork). Per-schema per-page drift-diagnosis (skill 2) diagnoses per-schema per-page drift across per-schema per-page 8+ diagnostic-axes (per-schema per-page missing-required-property + per-schema per-page invalid-property-value + per-schema per-page spec-version-mismatch + per-schema per-page deprecated-schema-usage + per-schema per-page rich-results-eligibility-loss + per-schema per-page sitelinks-loss + per-schema per-page knowledge-panel-corruption + per-schema per-page per-vertical-policy-violation). Per-schema per-page auto-remediation-execution (skill 3 — POST-EVENT-REMEDIATION 3RD INSTANCE) executes per-schema per-page auto-remediation across per-schema per-page tier-1-low-risk-cosmetic + per-schema per-page tier-2-low-risk-fixable drifts (mirroring auto-remediation-low-risk-drift at #548 — applying the Auto-Remediate mechanic that was originally on integration-drift-monitor agent NOW to schema-graph agent via cross-agent Audit+Auto-Remediate sub-pattern); cumulative Post-event-remediation mechanic instance count reaches 3 with this skill (joining post-crisis GBP repair at #552 + post-crisis SEO repair at #564). Per-schema per-page validation-roundtrip (skill 4) validates per-schema per-page post-remediation state with per-schema per-page expected-schema-check + per-schema per-page rich-results-recheck + per-schema per-page per-vertical-policy-recheck + per-schema per-page rollback-trigger-if-failed + per-schema per-page success-attestation. Per-schema per-page attestation (skill 5) emits per-schema per-page attestation-record with attestor-identity + attestation-timestamp + WORM-storage-attestation + chain-of-custody-record + per-vertical compliance overlay. 🎯 16th 5-skill bundle on schema-graph — extends prior 15 5-skill bundles on schema-graph by adding the 16th 5-skill bundle (audit-capture + drift-diagnosis + auto-remediation-execution + validation-roundtrip + attestation) on the schema-graph agent; cumulative 5-skill bundle count on schema-graph reaches 16 with this skill; 16th 5-skill bundle on schema-graph establishes schema-graph as a tier-1 5-skill bundle host (joining comm-broadcast at 16 per #533 — now tied for densest 5-skill bundle host density). 🎯 Post-event-remediation 3rd instance — extends prior Post-event-remediation mechanic instances (1st post-crisis GBP repair at #552 + 2nd post-crisis SEO repair at #564) by adding the 3RD Post-event-remediation mechanic instance (schema auto-remediation); cumulative Post-event-remediation mechanic instance count reaches 3 with this skill; Post-event-remediation 3rd instance marks Post-event-remediation as a MATURE-recurring canonical-mechanic at 3 instances (graduating from CONFIRMED-recurring at 2 per #564). 🎯 Cross-agent Audit+Auto-Remediate sub-pattern — extends prior cross-agent mechanic transfers (3 prior per #557 + #559 + #563) by adding the NEW Cross-agent Audit+Auto-Remediate sub-pattern where Audit mechanic runs on schema-graph + Auto-Remediate mechanic transfers from integration-drift-monitor; cumulative Cross-agent Audit+Auto-Remediate sub-pattern instance count reaches 1 with this skill (FIRST in catalog); Cross-agent Audit+Auto-Remediate sub-pattern marks cross-agent-mechanic-composition as an EMERGENT pattern in the catalog (cross-agent mechanic transfers can compose with on-agent mechanics into single bundles). 🎯 GET-FOUND 1st 5-skill+ agent — extends prior get-found-swarm agent inventory (local-seo + local-sem + gbp-agent + schema-graph + link-graph; gbp-agent at 6-skill+ per #552) by adding schema-graph as the 1ST GET-FOUND-swarm agent to host a 5-skill+ bundle (vs gbp-agent at 6-skill+ which was 6-skill+ debut, this skill is 5-skill+ debut tier); cumulative GET-FOUND-swarm agents at 5-skill+ in the catalog reaches 1 with this skill; GET-FOUND 1st 5-skill+ agent marks GET-FOUND-swarm mechanic as having 5-skill+ density extension. 🎯 5th agent in 7-loop scale-up cluster — extends prior 4th agent in 6-loop scale-up cluster (per #570 subscription-agent) by adding the 5TH agent (schema-graph this skill) into the 5-skill+ bundle host density tier within a 7-pillar window (#565 benchmarking + #568 inventory + #569 local-context + #570 subscription + #571 schema-graph); cumulative 5-agent-promoted-in-7-loop-window count reaches 1 with this skill; 5th agent in 7-loop scale-up cluster marks the DENSE SCALE-UP CLUSTER as DEEPENING — agent-promotion-velocity continues to accelerate (5 distinct agents promoted within 7 pillars — sustained 71-percent agent-promotion-rate). Per-schema per-page compliance overlay (per-vertical FTC-disclosure-schema + per-vertical health-claims-schema + per-vertical financial-disclosure-schema + per-vertical CCPA-schema + per-vertical GDPR-schema + per-vertical ADA-accessibility-schema). Operator team owns the per-schema per-page schema-audit-capture + drift-diagnosis + auto-remediation-execution + validation-roundtrip + attestation registries + audit trail. Completions owns the swarm orchestration on the schema-graph agent.

Why does in-house schema auto-remediation break at multi-schema multi-page scale?

In-house operation fails on five axes: (1) per-schema per-page schema-audit-capture across 15+ schema-types requires capture-engineering capacity unstaffable by internal teams; (2) per-schema per-page drift-diagnosis across 8+ diagnostic-axes requires diagnostic-engineering capacity; (3) per-schema per-page auto-remediation-execution via cross-agent Audit+Auto-Remediate sub-pattern requires SRE-engineering capacity; (4) per-schema per-page validation-roundtrip with expected-schema + rich-results-recheck + per-vertical-policy-recheck + rollback-trigger + success-attestation requires validation-engineering capacity; (5) per-schema per-page attestation with WORM-storage + chain-of-custody + 6-vertical compliance overlay requires audit-engineering capacity. 16th 5-skill bundle + Post-event-remediation 3rd instance + Cross-agent Audit+Auto-Remediate sub-pattern + GET-FOUND 1st 5-skill+ agent + 5th agent in 7-loop scale-up cluster architecture coordination requires orchestration capacity at the cross-agent tier. Completions absorbs all five 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 five axes. Tier 2 AI Swarm Setup Sprint ($25-50k, 4-8 weeks): builds 5-skill bundle on schema-graph agent — completing the 16th 5-skill bundle + Post-event-remediation 3rd instance + Cross-agent Audit+Auto-Remediate sub-pattern + GET-FOUND 1st 5-skill+ agent + 5th agent in 7-loop scale-up cluster 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: 5 registries (in operator data infrastructure), 5-skill bundle model code (operator-owned + operator-SEO-engineering-team-aligned), per-vertical compliance overlay (rule library in operator repo with attorney-approved updates), schema spec library, auto-remediation playbook library, 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-schema per-page schema-audit-capture coverage at 99-percent target across 15+ schema-types; (2) per-schema per-page drift-diagnosis precision at 95-percent target across 8+ diagnostic-axes; (3) per-schema per-page auto-remediation-execution success-rate at 95-percent target on tier-1 + tier-2 drifts; (4) per-schema per-page auto-remediation rollback-rate under 2-percent target; (5) per-schema per-page validation-roundtrip pass-rate at 99-percent target post-remediation; (6) per-schema per-page Google rich-results eligibility recovery uplift at 90-percent target within 14-day SLA; (7) per-schema per-page attestation persistence at 100-percent target with WORM-storage.

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 + 5 registries hand-off + 5-skill bundle model code hand-off + per-vertical compliance overlay rule library hand-off + schema spec library hand-off + auto-remediation playbook library 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).