Done-for-you offer · Fractional CMO with AI Swarm · rich-result-eligibility-scoring skill
Completions architects per-page rich-result eligibility scoring — pre-publish + post-publish closed loop with loop 35 SERP-feature tracking
You publish 10,000-1,000,000 pages across 50-1,500 locations with 35+ Schema.org rich-result types in play. Per-page rich-result eligibility scoring without governance produces silent loss of rich-result capture + missed featured snippets + missed AI Overview citations. Your SEO team demands per -page pre-publish eligibility gating. Your CMO demands per -page post-publish capture verification. Your counsel demands HIPAA + FDA + DEA + Metrc + DISCUS + state-licensing-board + FTC + Lanham + ADA + state-AG compliance on every schema block. Completions architects the rich-result-eligibility -scoring skill on the schema-graph-orchestration agent end -to-end with per-page per-rich-result eligibility scoring + per-page pre-publish gating + per-page post-publish capture verification + per-page feedback to SERP-feature tracking. You keep every artifact. You keep the page graph + schema registry + eligibility scoring model + capture verification log. You keep the ability to in-house at any time.
Published September 24, 2026
What we operate every publish + every day
Per-page per-rich-result eligibility scoring across 35+ Schema.org rich-result types (Article + NewsArticle + BlogPosting + Product + ProductGroup + Offer + AggregateOffer + Review + AggregateRating + Recipe + Event + Course + JobPosting + LocalBusiness + Restaurant + LodgingBusiness + AutomotiveBusiness + MedicalBusiness + Service + FAQPage + QAPage + HowTo + VideoObject + ImageObject + Person + Organization + BreadcrumbList + SiteNavigationElement + WebSite + WebPage + WebApplication + SoftwareApplication + Book + Movie + TVSeries + MusicAlbum + PodcastSeries + Episode + ClaimReview + FactCheck + Dataset + Code + Quiz + Trip + TouristAttraction + RealEstateListing) with per -rich-result per-required-field + per-recommended-field + per-prohibited-field validation + per-Google-eligibility + per-Bing-eligibility + per-DuckDuckGo-eligibility + per -Yandex-eligibility + per-AI-Overview-eligibility + per-AI -Mode-eligibility + per-perspectives-eligibility + per -discussions-and-forums-eligibility scoring.
Per-page pre-publish gating across 5 gating decisions (auto-pass + pass-with-warning + queue-for-human-review + auto-block + escalate-to-counsel) based on per-rich-result eligibility-score × confidence-tier × business-impact -projection with per-gate explainability + per-rule -citation.
Per-page post-publish capture verification via SERP -scraping infrastructure (DataForSEO + SerpApi + Bright Data + Smartproxy + Oxylabs + Scrapfly + ZenRows + ScrapingBee) with per-page per-rich-result capture-status (captured + not-captured + partially-captured + lost + new -emergence + competitor-claimed) + time-to-capture + capture-stability + capture-trend.
Per-page feedback to SERP-feature tracking (loop 35) emits per-page per-rich-result actual-capture-result + actual -traffic-delta + actual-CTR-delta + actual-conversion -delta + actual-revenue-delta into the SERP-feature tracking model with per-page Bayesian-updating + counterfactual-validation + propensity-score-matching + experimental-design treatment-assignment-protocol.
Closed feedback loop coordination across loop 45 + loop 35 + schema-validation + schema-auto-remediation + per -vertical-catalog-schema-validation. Per-vertical compliance overlay (HIPAA + FDA OPDP + DEA + Metrc + DISCUS + FDA tobacco + state-licensing-board + FTC + Lanham + ADA + state-AG).
Why in-house breaks at multi-location page scale
Per-page per-rich-result eligibility scoring across 10,000 -1,000,000 pages × 35+ rich-result types × per-rich-result per-required-field + per-recommended-field + per-prohibited -field validation × per-search-engine + per-AI-surface eligibility criteria requires production scoring infrastructure. Per-page pre-publish gating requires production gating infrastructure. Per-page post-publish capture verification via SERP-scraping infrastructure requires production scraping infrastructure. Per-page feedback to SERP-feature tracking requires data-science capacity. Closed-feedback-loop coordination requires orchestration capacity. Per-vertical compliance overlay covering 11+ regulatory frameworks requires legal -engineering capacity. Per-Schema.org-vocabulary maintenance requires production maintenance capacity.
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-page rich-result-eligibility exposure estimate + per-page capture-rate exposure estimate.
Tier 2 AI Swarm Setup Sprint ($25-50k, 4-8 weeks, build with 30-day operating tail). Builds the per -page rich-result eligibility scoring closed feedback loop on operator infrastructure — rich-result-eligibility -scoring + per-page-eligibility-scoring + per-page-pre -publish-gating + per-page-post-publish-capture -verification + per-page-feedback-to-SERP-feature-tracking on schema-graph-orchestration agent + serp-feature -presence-tracking on local-pack-tracking + schema -validation on schema-validation + schema-auto-remediation on schema-validation + per-vertical-catalog-schema -validation on schema-validation.
Tier 3 Fractional CMO with AI Swarm ($15-25k/ month, 6-month minimum, 1-2 days/wk embedded). Continues operating the loop with continuous per-page per-rich -result eligibility scoring + per-event per-page pre -publish gating + daily per-page post-publish capture verification + per-event per-page feedback to SERP-feature tracking + monthly per-Schema.org-vocabulary refresh + cross-agent swarm coordination.
Frequently asked
What does "Completions architects per-page rich-result eligibility scoring — pre-publish + post-publish closed loop with loop 35 SERP-feature tracking" actually deliver?
Completions architects and operates per-page per-rich-result eligibility scoring + per-page pre-publish gating + per-page post-publish capture verification + per-page feedback to SERP-feature tracking across the operator multi-location page surface. Per-page per-rich-result eligibility scoring across 35+ Schema.org rich-result types — Article + NewsArticle + BlogPosting + Product + ProductGroup + Offer + AggregateOffer + Review + AggregateRating + Recipe + Event + Course + JobPosting + LocalBusiness + Restaurant + LodgingBusiness + AutomotiveBusiness + MedicalBusiness + Service + FAQPage + QAPage + HowTo + VideoObject + ImageObject + Person + Organization + BreadcrumbList + SiteNavigationElement + WebSite + WebPage + WebApplication + SoftwareApplication + Book + Movie + TVSeries + MusicAlbum + PodcastSeries + Episode + ClaimReview + FactCheck + Dataset + Code + Quiz + Trip + TouristAttraction + RealEstateListing with per-rich-result per-required-field validation + per-rich-result per-recommended-field validation + per-rich-result per-prohibited-field detection + per-rich-result per-Google-eligibility-criterion scoring + per-rich-result per-Bing-eligibility-criterion scoring + per-rich-result per-DuckDuckGo-eligibility-criterion scoring + per-rich-result per-Yandex-eligibility-criterion scoring + per-rich-result per-AI-Overview-eligibility scoring + per-rich-result per-AI-Mode-eligibility scoring + per-rich-result per-perspectives-eligibility scoring + per-rich-result per-discussions-and-forums-eligibility scoring. Per-page pre-publish gating emits gating decision (auto-pass + pass-with-warning + queue-for-human-review + auto-block + escalate-to-counsel) based on per-rich-result eligibility-score × per-rich-result confidence-tier × per-rich-result business-impact-projection with per-gate explainability + per-gate per-rule-citation. Per-page post-publish capture verification via per-page per-rich-result actual-capture detection across SERP-scraping infrastructure (DataForSEO + SerpApi + Bright Data + Smartproxy + Oxylabs + Scrapfly + ZenRows + ScrapingBee) with per-page per-rich-result capture-status (captured + not-captured + partially-captured + lost + new-emergence + competitor-claimed) + per-page per-rich-result time-to-capture + per-page per-rich-result capture-stability + per-page per-rich-result capture-trend. Per-page feedback to SERP-feature tracking (loop 35) emits per-page per-rich-result actual-capture-result + per-page per-rich-result post-publish actual-traffic-delta + per-page per-rich-result actual-CTR-delta + per-page per-rich-result actual-conversion-delta + per-page per-rich-result actual-revenue-delta into the SERP-feature tracking model with per-page Bayesian-updating + counterfactual-validation + propensity-score-matching + experimental-design treatment-assignment-protocol. Closed feedback loop coordination across loop 45 (rich-result-eligibility-scoring) + loop 35 (serp-feature-presence-tracking) + schema-validation + schema-auto-remediation + per-vertical-catalog-schema-validation. Per-vertical compliance overlay (HIPAA healthcare-schema + FDA OPDP pharma-schema + DEA controlled-substance-schema + Metrc cannabis-schema + DISCUS alcohol-schema + FDA tobacco-schema + state-licensing-board service-schema + FTC Section 5 + Lanham Act + ADA Title III schema-accessibility + state-AG misrepresentation). Operator team owns the page graph + schema registry + eligibility scoring model + capture verification log + audit trail. Completions owns the swarm orchestration on the schema-graph-orchestration agent.
Why does in-house per-page rich-result eligibility scoring break at multi-location page scale?
In-house operation at multi-location page scale fails on seven axes: (1) per-page per-rich-result eligibility scoring across 10,000-1,000,000 pages × 35+ Schema.org rich-result types × per-rich-result per-required-field validation × per-rich-result per-recommended-field validation × per-rich-result per-prohibited-field detection × per-rich-result per-Google-eligibility-criterion scoring × per-rich-result per-Bing-eligibility-criterion scoring × per-rich-result per-AI-Overview-eligibility scoring × per-rich-result per-AI-Mode-eligibility scoring × per-rich-result per-perspectives-eligibility scoring × per-rich-result per-discussions-and-forums-eligibility scoring requires production scoring infrastructure unstaffable by internal teams; (2) per-page pre-publish gating across 5 gating decisions × per-rich-result business-impact-projection × per-gate explainability × per-gate per-rule-citation requires production gating infrastructure; (3) per-page post-publish capture verification via SERP-scraping infrastructure × per-page per-rich-result actual-capture detection × 6 capture-status classifications × per-page per-rich-result time-to-capture × per-page per-rich-result capture-stability × per-page per-rich-result capture-trend requires production scraping infrastructure; (4) per-page feedback to SERP-feature tracking with per-page Bayesian-updating + counterfactual-validation + propensity-score-matching + experimental-design treatment-assignment-protocol requires data-science capacity with closed-feedback-loop expertise; (5) closed-feedback-loop coordination across loop 45 + loop 35 + schema-validation + schema-auto-remediation + per-vertical-catalog-schema-validation requires orchestration capacity; (6) per-vertical compliance overlay covering HIPAA + FDA OPDP + DEA + Metrc + DISCUS + FDA tobacco + state-licensing-board + FTC + Lanham + ADA + state-AG requires legal-engineering capacity; (7) per-Schema.org-vocabulary maintenance (Google + Bing + DuckDuckGo + Yandex + AI-Overview + AI-Mode update rich-result eligibility criteria every 3-6 weeks) requires production maintenance capacity. 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 rich-result eligibility scoring operation across seven axes — per-page per-rich-result eligibility scoring coverage + per-page pre-publish gating maturity + per-page post-publish capture verification + per-page feedback-to-SERP-feature-tracking + closed-feedback-loop coordination + per-vertical compliance overlay + per-Schema.org-vocabulary maintenance. Deliverable: gap-pack report with per-page rich-result-eligibility exposure estimate + per-page capture-rate exposure estimate. Tier 2 AI Swarm Setup Sprint ($25-50k, 4-8 weeks, build with 30-day operating tail): Completions builds the per-page rich-result eligibility scoring closed feedback loop on operator infrastructure — rich-result-eligibility-scoring + per-page-eligibility-scoring + per-page-pre-publish-gating + per-page-post-publish-capture-verification + per-page-feedback-to-SERP-feature-tracking on schema-graph-orchestration agent + serp-feature-presence-tracking on local-pack-tracking + schema-validation on schema-validation + schema-auto-remediation on schema-validation + per-vertical-catalog-schema-validation on schema-validation. Tier 3 Fractional CMO with AI Swarm ($15-25k/month, 6-month minimum, 1-2 days/wk embedded): Completions continues operating the loop with continuous per-page per-rich-result eligibility scoring + per-event per-page pre-publish gating + daily per-page post-publish capture verification + per-event per-page feedback to SERP-feature tracking + monthly per-Schema.org-vocabulary refresh + cross-agent swarm coordination.
Who owns the page graph, schema registry, eligibility scoring model, and capture verification log?
Operator owns 100% of every artifact: page graph (in operator data infrastructure — Snowflake + Databricks + BigQuery + Redshift + Postgres operator data warehouse + operator graph database — Neo4j + ArangoDB + TigerGraph + JanusGraph + Amazon Neptune + Memgraph + Dgraph + RedisGraph), schema registry (in operator repo with operator-controlled per-rich-result per-required-field + per-recommended-field + per-prohibited-field versioning), per-rich-result eligibility scoring model code (in operator repo with operator-controlled deploy pipeline + operator-data-science-team-aligned), per-page pre-publish gating config (operator-owned + operator-counsel-aligned + operator-editorial-team-aligned), per-page post-publish capture verification log (in operator repo with WORM-storage for audit trail), per-page feedback-to-SERP-feature-tracking model code (operator-owned + operator-data-science-team-aligned), per-Schema.org-vocabulary registry (in operator repo with operator-controlled vocabulary versioning + per-search-engine eligibility criteria), per-SERP-scraping-vendor credentials (DataForSEO + SerpApi + Bright Data + Smartproxy + Oxylabs + Scrapfly + ZenRows + ScrapingBee under operator billing + operator credentials), per-vertical compliance overlay (rule library in operator repo with attorney-approved updates), HIPAA + FDA OPDP + DEA + Metrc + DISCUS + FDA tobacco + state-licensing-board + FTC + Lanham + ADA + state-AG 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-page per-rich-result eligibility scoring contracts + how to tune per-page pre-publish gating + how to debug per-page post-publish capture verification cascades + how to coordinate the closed loop with serp-feature-presence-tracking + schema-validation + schema-auto-remediation + per-vertical-catalog-schema-validation 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-page per-rich-result eligibility scoring coverage at 99-percent target across 35+ rich-result types; (2) per-rich-result eligibility scoring accuracy at 95-percent target measured against Google + Bing rich-result test golden set; (3) per-page pre-publish gating decision accuracy at 90-percent target measured against post-publish actual-capture; (4) per-page post-publish capture verification coverage at 99-percent target across all eligible rich-results; (5) per-page time-to-capture detection latency under 24-hour end-to-end; (6) per-page feedback-to-SERP-feature-tracking integration latency under 24-hour end-to-end; (7) per-page rich-result capture-rate improvement at 40-80-percent target (operator-baseline-dependent); (8) per-page rich-result-driven traffic-lift at 15-40-percent target (operator-baseline-dependent); (9) per-vertical compliance overlay coverage at 99.9-percent target; (10) closed-feedback-loop coordination latency under 2-second end-to-end. 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-page rich-result eligibility scoring closed-feedback-loop 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-page per-rich-result eligibility scoring + per-page pre-publish gating + per-page post-publish capture verification + per-page feedback-to-SERP-feature-tracking + closed-feedback-loop coordination + per-vertical compliance overlay management + per-Schema.org-vocabulary maintenance + cross-agent coordination + page graph infrastructure hand-off + schema registry hand-off + per-rich-result eligibility scoring model code hand-off + per-page pre-publish gating config hand-off + per-page post-publish capture verification log hand-off + per-page feedback-to-SERP-feature-tracking model code hand-off + per-Schema.org-vocabulary registry hand-off + per-SERP-scraping-vendor credentials 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.