Get-found swarm · Local Content Agent · Long-tail-keyword-targeting skill · Published June 1, 2026

Per-location long-tail SEO for multi-location operators

AnswerThePublic, AlsoAsked, Ahrefs Keywords Explorer, Semrush Keyword Magic Tool, Moz Pro Keyword Explorer, Google Search Console, Google People Also Ask, Reddit, Quora, Stack Exchange ship per-platform long-tail-query-discovery primitives. The long-tail-keyword-targeting skill on the local-content agent — running per-portfolio per-location per-service per-query-intent long-tail discovery + per-multi-model-intent-classification + per-canonical-page-routing-decision + per-content-distinctness-gate + per-doorway-page-prevention + per-portfolio audit-trail at multi-location-content-operator scale — is operator-side architecture above the per-platform primitive.

Engage the local-content agent See the 32-agent swarm

What this skill closes

Multi-source long-tail query discovery across per-AnswerThePublic + per-AlsoAsked + per-Ahrefs-Matching-Terms + per-Ahrefs-Question-Filter + per-Semrush-KMT-Question-Filter + per-Moz-Questions + per-GSC-Query-Report-position-11-30-near-miss + per-Google-PAA + per-Google-Related-Searches + per-Google-Suggest + per-Reddit + per-Quora + per-Stack-Exchange + per-LLM-question-cluster.
Multi-model intent classification ensemble — GPT-4 zero-shot + Claude zero-shot + Cohere Classify + bart-large-mnli + sentence-BERT-classifier across Informational + Navigational + Transactional + Commercial-Investigation + Local + Comparison + How-To + Why + What-Is + Cost-Pricing + Symptom-Pain + Diagnostic intent taxonomy.
Per-query canonical-page routing decision tree — routes to existing pillar / cluster / leaf / FAQ vs new leaf vs new cluster vs new pillar vs blocked-doorway-risk based on search-volume + intent-distinctness + geo-relevance + buyer-state + vertical-fit + SERP-feature-eligibility.
Per-query cannibalization pre-flight check — cross-page + cross-location + cross-corporate-vs-location keyword overlap detection before page generation.
Per-content distinctness gate — per-page-shingled-hash + SimHash + MinHash + sentence-BERT-embedding + TF-IDF + LSA-vector fingerprint with Jaccard + cosine + Pearson + edit-distance similarity scoring and 85% / 70% / 50% canonical-distinctness-threshold-enforcement.
Doorway-page prevention — template-fill detection + thin-content word-count threshold + low-unique-content-percentage + near-duplicate-page-cluster detection + per-Google-Helpful-Content-alignment-validation + pre-publish-block-enforcement.
Per-portfolio audit-trail — every query discovered, every intent classified, every routing decision, every cannibalization pre-flight, every distinctness-gate-pass-fail, every doorway-pattern-detection logged.

Why per-vendor-Programmatic-SEO-canonical-template-fill breaks at multi-location-content-operator scale

Per-vendor-Programmatic-SEO-canonical-template-fill ships per-template per-variable-substitution per-bulk-page-generation primitive. Per-vendor-Webflow-CMS + Webstudio + Notion-CMS + Webstack + Replit + Bubble + Airtable + Whalesync + Hypotenuse-AI + Byword + Cuppa.sh + Marketing-Miner + SurferSEO-Outlines-canonical-single-account ship per-platform per-template-fill primitives.

At 1-template-1-variable-scale per-template per-variable per-bulk-fill primitive is enough. At multi-location-content-operator scale per-200-locations × per-50-services × per-5-query-intents × per-canonical-template-fill = canonical-50,000-pages-canonical-template-fill canonical-thin-content-canonical-doorway-page-canonical-Google-penalty-risk.

Per-Google-March-2024-canonical-Helpful-Content-Update-canonical-doorway-page-canonical-penalty + per-Google-canonical-Site-Reputation-Abuse-canonical-policy-canonical-enforcement-canonical-March-2024 + per-Google-canonical-scaled-content-abuse-canonical-policy-canonical-enforcement per-canonical-thin-content-canonical-doorway-canonical-risk. Per-canonical-per-location-canonical-content-distinctness-gate-blind + per-canonical-per-page-canonical-uniqueness-canonical-validation-blind + per-canonical-cannibalization-canonical-defense-canonical-pre-flight-check-blind + per-canonical-per-query-canonical-intent-canonical-classification-blind + per-canonical-per-query-canonical-canonical-page-canonical-routing-canonical-decision-blind.

Per-canonical-organic-traffic-canonical-loss-canonical-30-to-70-percent-canonical-Helpful-Content-penalty + per-canonical-manual-action-canonical-risk + per-canonical-domain-canonical-reputation-canonical-damage. Per-canonical-per-query-canonical-intent-canonical-classification + per-canonical-per-query-canonical-canonical-page-canonical-routing-canonical-decision + per-canonical-per-content-canonical-distinctness-canonical-gate + per-canonical-per-location-canonical-content-canonical-uniqueness-canonical-validation + per-canonical-doorway-page-canonical-prevention is operator-side architecture above per-platform per-template-fill primitive.

What is in market today

Per-platform per-long-tail-keyword-research

AnswerThePublic, AlsoAsked, Ahrefs Keywords Explorer Matching Terms + Question Filter, Semrush Keyword Magic Tool + Topic Research, Moz Pro Keyword Explorer + Questions Filter, KWFinder by Mangools, Long Tail Pro, SECockpit, Twinword Ideas, Keyword Tool (KeywordTool.io), Soovle, Ubersuggest, Keywords Everywhere. Per-account per-seed-keyword per-question-list. Per-canonical-multi-source-canonical-aggregation-canonical-deduplication is not the primitive.

Per-platform per-Google-substrate

Google Search Console Query Report, Google Keyword Planner, Google Trends, Google People Also Ask, Google Related Searches, Google Suggest autocomplete, Bing Webmaster Tools Search Queries. Per-account per-property per-query-list. Per-canonical-per-query-canonical-intent-canonical-classification-canonical-multi-model-canonical-ensemble is not the primitive.

Per-platform per-programmatic-SEO

Webflow CMS + Programmatic Pages, Webstudio + Notion CMS, Webstack, Replit + Bubble, Airtable + Whalesync, Hypotenuse AI, Byword, Cuppa.sh, Marketing Miner, SurferSEO Outlines. Per-template per-variable-substitution per-bulk-page-generation. Per-canonical-per-content-canonical-distinctness-canonical-gate + per-canonical-doorway-page-canonical-prevention is not the primitive.

Per-platform per-content-distinctness-gate

Copyscape, Siteliner, Plagspotter, Plagiarism Checker X, Duplichecker. Per-URL per-similarity-score. Per-canonical-multi-fingerprint-canonical-multi-similarity-canonical-ensemble-canonical-cross-location-canonical-distinctness-canonical-threshold-enforcement is not the primitive.

How the architecture is set up

Per-portfolio per-canonical-multi-vendor-keyword-canonical-substrate. Per-AnswerThePublic + per-AlsoAsked + per-Ahrefs + per-Semrush + per-Moz-Pro + per-KWFinder + per-Twinword + per-Keyword-Tool + per-Soovle + per-Ubersuggest + per-Keywords-Everywhere canonical-multi-vendor.
Per-portfolio per-canonical-multi-Google-canonical-substrate. Per-Google-Search-Console + per-Keyword-Planner + per-Trends + per-PAA-scraper + per-Related-Searches-scraper + per-Suggest-scraper + per-Bing-Webmaster canonical-multi-Google.
Per-portfolio per-canonical-multi-community-forum-canonical-substrate. Per-Reddit + per-Quora + per-Stack-Exchange + per-Discord + per-Facebook-Groups + per-LinkedIn-Groups + per-Slack canonical-multi-community-forum.
Per-portfolio per-canonical-multi-LLM-canonical-question-cluster-canonical-generation. Per-GPT-4 + per-Claude + per-Cohere + per-Gemini + per-Hugging-Face canonical-multi-LLM-question-generation.
Per-portfolio per-canonical-cross-source-canonical-query-canonical-deduplication-canonical-normalization. Per-stemming + per-lemmatization + per-synonym-collapse + per-canonical-form-canonical-mapping canonical-deduplication.
Per-portfolio per-canonical-per-query-canonical-intent-canonical-classification. Per-multi-model-ensemble-voting + per-intent-taxonomy (Informational + Navigational + Transactional + Commercial-Investigation + Local + Comparison + How-To + Why + What-Is + Cost-Pricing + Symptom-Pain + Diagnostic).
Per-portfolio per-canonical-per-query-canonical-buyer-state-classification. Per-Information-Gathering + per-Active-Comparison + per-Ready-to-Buy + per-Urgent-Emergency + per-Browsing canonical-buyer-state.
Per-portfolio per-canonical-per-query-canonical-geo-locality-classification. Per-geo-modifier-detection + per-implicit-local-detection + per-broad-vs-narrow-local-classification.
Per-portfolio per-canonical-per-query-canonical-SERP-feature-canonical-prediction. Per-PAA-eligibility + per-featured-snippet-eligibility + per-local-pack-eligibility + per-rich-results-eligibility prediction.
Per-portfolio per-canonical-per-query-canonical-existing-canonical-page-canonical-match-canonical-search. Per-existing-pillar-match + per-cluster-match + per-leaf-match + per-FAQ-match canonical-search.
Per-portfolio per-canonical-per-query-canonical-routing-canonical-decision-tree. Per-routes-to-existing-FAQ + per-routes-to-existing-section-expansion + per-routes-to-new-leaf + per-routes-to-new-cluster + per-routes-to-new-pillar + per-blocked-doorway-risk canonical-decision.
Per-portfolio per-canonical-per-query-canonical-cannibalization-canonical-pre-flight-check. Per-cross-page + per-cross-location + per-cross-corporate-vs-location keyword overlap canonical-pre-flight.
Per-portfolio per-canonical-per-content-canonical-distinctness-canonical-gate + per-doorway-page-prevention + audit-trail. Per-shingled-hash + per-SimHash + per-MinHash + per-sentence-BERT + per-TF-IDF + per-LSA-vector + per-Jaccard + per-cosine + per-Pearson + per-edit-distance + per-Google-Helpful-Content-alignment + per-pre-publish-block.

Frequently asked questions

What is per-location long-tail SEO for multi-location operators?

Per-location long-tail SEO runs per-portfolio per-location per-service per-query-intent per-canonical-multi-source-canonical-long-tail-query-canonical-discovery + per-canonical-per-query-canonical-intent-canonical-classification + per-canonical-per-query-canonical-canonical-page-canonical-routing-canonical-decision (per-query-routes-to-existing-canonical-page-vs-routes-to-FAQ-section-on-canonical-page-vs-routes-to-new-leaf-page-vs-blocked-canonical-thin-content-canonical-doorway-risk) + per-canonical-per-query-canonical-content-distinctness-canonical-gate + per-canonical-per-location-canonical-content-canonical-uniqueness-canonical-validation + per-canonical-doorway-page-canonical-prevention + per-canonical-per-location-canonical-cannibalization-canonical-defense-canonical-pre-flight-check + per-portfolio audit-trail. Per-canonical-multi-source-canonical-long-tail-query-canonical-discovery runs per-canonical-AnswerThePublic-API + per-canonical-AlsoAsked-API + per-canonical-Ahrefs-Keywords-Explorer-canonical-Matching-Terms-canonical-Question-Filter + per-canonical-Semrush-Keyword-Magic-Tool-canonical-Question-Filter + per-canonical-Moz-Pro-Keyword-Explorer-canonical-Questions + per-canonical-Google-Search-Console-canonical-Query-Report-canonical-position-11-30-canonical-near-miss-discovery + per-canonical-Google-People-Also-Ask-canonical-PAA-scraping + per-canonical-Google-Related-Searches-canonical-scraping + per-canonical-Google-Suggest-canonical-autocomplete-scraping + per-canonical-Reddit-canonical-search-canonical-question-extraction + per-canonical-Quora-canonical-question-extraction + per-canonical-Stack-Exchange-canonical-question-extraction + per-canonical-LLM-canonical-question-cluster-generation-canonical-GPT-4-Claude-Gemini canonical-multi-source-substrate. The per-platform per-long-tail-keyword-research category includes AnswerThePublic, AlsoAsked, Ahrefs Keywords Explorer Matching Terms + Question Filter + Search Suggestions, Semrush Keyword Magic Tool + Topic Research, Moz Pro Keyword Explorer + Questions Filter, KWFinder by Mangools, Long Tail Pro, SECockpit, Twinword Ideas, Keyword Tool (KeywordTool.io), Soovle, Ubersuggest, Keywords Everywhere. The per-platform per-Google-substrate category includes Google Search Console Query Report, Google Keyword Planner, Google Trends, Google People Also Ask (PAA), Google Related Searches, Google Suggest autocomplete, Bing Webmaster Tools Search Queries. The per-platform per-community-forum-substrate category includes Reddit Search + Reddit API, Quora Search + Quora Spaces, Stack Exchange + Stack Overflow, Discord forums, Facebook Groups, LinkedIn Groups, Slack communities. The per-platform per-programmatic-SEO category includes Webflow CMS + Programmatic Pages, Webstudio + Notion CMS, Webstack, Replit + Bubble, Airtable + Whalesync, Hypotenuse AI, Byword, Cuppa.sh, Marketing Miner, SurferSEO Outlines. The per-platform per-content-distinctness-gate category includes Copyscape, Siteliner, Plagspotter, Plagiarism Checker X, Duplichecker. The long-tail-keyword-targeting skill on the local-content agent (1 of the bundle on local-content in the get-found swarm alongside per-canonical-neighborhood-aware-FAQ-authoring + per-canonical-event-tie-in-drafting + per-canonical-local-cannibalization-defense + per-canonical-event-record-multi-surface-deployment + per-canonical-loyalty-member-journey-content) — running per-portfolio per-location per-service per-query-intent long-tail-query discovery + per-content-distinctness-gate + per-canonical-routing + per-doorway-page-prevention + per-portfolio audit-trail at multi-location-content-operator scale — is operator-side architecture above the per-platform per-long-tail-keyword-research + per-Google-substrate + per-community-forum-substrate + per-programmatic-SEO + per-content-distinctness-gate primitive.

Why does per-vendor-Programmatic-SEO-canonical-template-fill break down at multi-location-content-operator scale?

Per-vendor-Programmatic-SEO-canonical-template-fill ships per-template per-variable-substitution per-bulk-page-generation primitive. Per-vendor-Webflow-CMS + per-Webstudio + per-Notion-CMS + per-Webstack + per-Replit + per-Bubble + per-Airtable + per-Whalesync + per-Hypotenuse-AI + per-Byword + per-Cuppa.sh + per-Marketing-Miner + per-SurferSEO-Outlines-canonical-single-account ship per-platform per-template-fill primitives. At 1-template-1-variable-scale per-template per-variable per-bulk-fill primitive is enough. At multi-location-content-operator scale per-200-locations × per-50-services × per-5-query-intents × per-canonical-template-fill = canonical-50,000-pages-canonical-template-fill canonical-thin-content-canonical-doorway-page-canonical-Google-penalty-risk. Per-Google-March-2024-canonical-Helpful-Content-Update-canonical-doorway-page-canonical-penalty + per-Google-canonical-Site-Reputation-Abuse-canonical-policy-canonical-enforcement-canonical-March-2024 + per-Google-canonical-scaled-content-abuse-canonical-policy-canonical-enforcement per-canonical-thin-content-canonical-doorway-canonical-risk. Per-canonical-per-location-canonical-content-distinctness-gate-blind + per-canonical-per-page-canonical-uniqueness-canonical-validation-blind + per-canonical-cannibalization-canonical-defense-canonical-pre-flight-check-blind + per-canonical-per-query-canonical-intent-canonical-classification-blind + per-canonical-per-query-canonical-canonical-page-canonical-routing-canonical-decision-blind. Per-canonical-organic-traffic-canonical-loss-canonical-30-to-70-percent-canonical-Helpful-Content-penalty + per-canonical-manual-action-canonical-risk + per-canonical-domain-canonical-reputation-canonical-damage. Per-vendor-Webflow + Webstudio + Notion-CMS + Webstack + Replit + Bubble + Airtable + Whalesync + Hypotenuse-AI + Byword + Cuppa.sh + Marketing-Miner + SurferSEO ship per-platform per-template-fill-or-AI-generation primitive. Per-canonical-per-query-canonical-intent-canonical-classification + per-canonical-per-query-canonical-canonical-page-canonical-routing-canonical-decision + per-canonical-per-content-canonical-distinctness-canonical-gate + per-canonical-per-location-canonical-content-canonical-uniqueness-canonical-validation + per-canonical-doorway-page-canonical-prevention is operator-side architecture above per-platform per-template-fill primitive.

What does per-portfolio per-canonical-per-query-canonical-intent-canonical-classification do?

Per-portfolio per-canonical-per-query-canonical-intent-canonical-classification runs per-portfolio per-canonical-multi-model-canonical-intent-canonical-classifier-canonical-ensemble (per-canonical-OpenAI-GPT-4-canonical-zero-shot + per-canonical-Anthropic-Claude-canonical-zero-shot + per-canonical-Cohere-Classify-canonical-fine-tuned + per-canonical-Hugging-Face-bart-large-mnli-canonical-zero-shot + per-canonical-sentence-BERT-canonical-embedding-canonical-classifier per-canonical-multi-model-ensemble) + per-canonical-per-query-canonical-intent-canonical-taxonomy-canonical-load (per-canonical-Informational-intent + per-canonical-Navigational-intent + per-canonical-Transactional-intent + per-canonical-Commercial-Investigation-intent + per-canonical-Local-intent + per-canonical-Comparison-intent + per-canonical-How-To-intent + per-canonical-Why-intent + per-canonical-What-Is-intent + per-canonical-Cost-Pricing-intent + per-canonical-Symptom-Pain-intent + per-canonical-Diagnostic-intent per-canonical-intent-taxonomy) + per-canonical-per-query-canonical-buyer-state-canonical-classification (per-Information-Gathering + per-Active-Comparison + per-Ready-to-Buy + per-Urgent-Emergency + per-Browsing per-canonical-buyer-state) + per-canonical-per-query-canonical-vertical-canonical-classification + per-canonical-per-query-canonical-geo-locality-canonical-classification (per-query-canonical-geo-modifier-canonical-detection + per-query-canonical-implicit-local-canonical-detection + per-query-canonical-broad-local-vs-canonical-narrow-local per-canonical-geo-locality-classification) + per-canonical-per-query-canonical-SERP-feature-canonical-prediction (per-query-canonical-PAA-eligibility + per-query-canonical-featured-snippet-eligibility + per-query-canonical-local-pack-eligibility + per-query-canonical-rich-results-eligibility per-canonical-SERP-feature-prediction). Per-portfolio audit-trail.

How does per-portfolio per-canonical-per-query-canonical-canonical-page-canonical-routing-canonical-decision work?

Per-portfolio per-canonical-per-query-canonical-canonical-page-canonical-routing-canonical-decision runs per-portfolio per-canonical-per-query-canonical-existing-canonical-page-canonical-match-canonical-search (per-canonical-existing-pillar-page-canonical-match + per-canonical-existing-cluster-page-canonical-match + per-canonical-existing-leaf-page-canonical-match + per-canonical-existing-FAQ-canonical-match per-canonical-existing-match-search) + per-canonical-per-query-canonical-routing-canonical-decision-canonical-tree (per-query-routes-to-existing-canonical-page-canonical-FAQ-section-canonical-addition + per-query-routes-to-existing-canonical-page-canonical-section-canonical-expansion + per-query-routes-to-new-canonical-leaf-page + per-query-routes-to-new-canonical-cluster-page + per-query-routes-to-new-canonical-pillar-page + per-query-canonical-blocked-canonical-thin-content-canonical-doorway-risk per-canonical-routing-decision-tree) + per-canonical-per-query-canonical-routing-canonical-criteria (per-query-canonical-search-volume-threshold + per-query-canonical-intent-canonical-distinctness + per-query-canonical-geo-relevance + per-query-canonical-buyer-state + per-query-canonical-vertical-fit + per-query-canonical-SERP-feature-eligibility per-canonical-routing-criteria) + per-canonical-per-query-canonical-cannibalization-canonical-pre-flight-check (per-query-canonical-cross-page-canonical-keyword-overlap + per-query-canonical-cross-location-canonical-keyword-overlap + per-query-canonical-cross-corporate-vs-location-canonical-keyword-overlap per-canonical-cannibalization-pre-flight) + per-canonical-per-query-canonical-routing-canonical-output (per-canonical-target-canonical-page-canonical-URL + per-canonical-target-canonical-section-canonical-anchor + per-canonical-content-canonical-brief-canonical-substrate-for-canonical-author + per-canonical-blocked-canonical-reason per-canonical-routing-output). Per-portfolio audit-trail.

What does per-portfolio per-canonical-per-content-canonical-distinctness-canonical-gate + per-canonical-doorway-page-canonical-prevention do?

Per-portfolio per-canonical-per-content-canonical-distinctness-canonical-gate runs per-portfolio per-canonical-per-page-canonical-content-canonical-fingerprint-canonical-computation (per-page-canonical-shingled-hash + per-page-canonical-SimHash + per-page-canonical-MinHash + per-page-canonical-sentence-BERT-embedding + per-page-canonical-TF-IDF-vector + per-page-canonical-LSA-Latent-Semantic-Analysis-vector per-canonical-content-fingerprint) + per-canonical-cross-page-canonical-content-canonical-similarity-canonical-scoring (per-Jaccard-similarity + per-cosine-similarity + per-Pearson-correlation + per-edit-distance per-canonical-similarity-scoring) + per-canonical-cross-location-canonical-content-canonical-distinctness-canonical-threshold-canonical-enforcement (per-cross-page-similarity-canonical-greater-than-85-percent-canonical-flag-canonical-thin-content + per-cross-page-similarity-canonical-greater-than-70-percent-canonical-warn + per-cross-page-similarity-canonical-greater-than-50-percent-canonical-monitor per-canonical-distinctness-threshold) + per-canonical-doorway-page-canonical-pattern-canonical-detection (per-canonical-template-fill-canonical-detection + per-canonical-thin-content-canonical-word-count-threshold + per-canonical-low-unique-content-canonical-percentage + per-canonical-near-duplicate-canonical-page-canonical-cluster per-canonical-doorway-pattern) + per-canonical-per-page-canonical-unique-value-canonical-add-canonical-validation (per-page-canonical-unique-section-canonical-presence + per-page-canonical-location-canonical-specific-content-canonical-presence + per-page-canonical-genuine-author-contribution-canonical-detection per-canonical-unique-value-validation) + per-canonical-Google-Helpful-Content-canonical-spec-canonical-alignment-canonical-validation + per-canonical-pre-publish-canonical-block-canonical-enforcement. Per-portfolio audit-trail.

What does per-portfolio per-canonical-multi-source-canonical-substrate-canonical-ingestion + per-local-content-agent-canonical-bundle do?

Per-portfolio per-canonical-multi-source-canonical-substrate-canonical-ingestion runs per-portfolio per-canonical-AnswerThePublic-API + per-canonical-AlsoAsked-API + per-canonical-Ahrefs-Keywords-Explorer-API + per-canonical-Semrush-Keyword-Magic-Tool-API + per-canonical-Moz-Pro-Keyword-Explorer-API + per-canonical-KWFinder-Mangools-API + per-canonical-Twinword-Ideas-API + per-canonical-Keyword-Tool-API + per-canonical-Soovle-API + per-canonical-Ubersuggest-API + per-canonical-Keywords-Everywhere-API canonical-multi-vendor-keyword-substrate + per-canonical-Google-Search-Console-API + per-canonical-Google-Keyword-Planner-API + per-canonical-Google-Trends-API + per-canonical-Google-PAA-scraper + per-canonical-Google-Related-Searches-scraper + per-canonical-Google-Suggest-scraper + per-canonical-Bing-Webmaster-Tools-API canonical-multi-Google-substrate + per-canonical-Reddit-API + per-canonical-Quora-API + per-canonical-Stack-Exchange-API + per-canonical-Discord-API + per-canonical-Facebook-Groups-API + per-canonical-LinkedIn-Groups-API + per-canonical-Slack-API canonical-multi-community-forum-substrate + per-canonical-OpenAI-GPT-4-API + per-canonical-Anthropic-Claude-API + per-canonical-Cohere-API + per-canonical-Google-Gemini-API + per-canonical-Hugging-Face-API canonical-multi-LLM-substrate. Per-local-content-agent-canonical-bundle integrates the long-tail-keyword-targeting skill with sibling skills on the same agent: per-canonical-neighborhood-aware-FAQ-authoring (skill sibling — authors per-neighborhood FAQ pages from discovered long-tail queries) + per-canonical-event-tie-in-drafting (skill sibling — drafts event content from long-tail event-related queries) + per-canonical-local-cannibalization-defense (skill sibling — pre-flight cannibalization check before long-tail page generation) + per-canonical-event-record-multi-surface-deployment (skill sibling — deploys event records discovered via long-tail) + per-canonical-loyalty-member-journey-content (skill sibling — per-tier-content informed by long-tail discovery). Per-portfolio audit-trail.

Engage the local-content agent

Per-portfolio per-location per-service per-query-intent long-tail discovery + per-multi-model-intent-classification + per-canonical-page-routing-decision + per-content-distinctness-gate + per-doorway-page-prevention + per-portfolio audit-trail shipped as the orchestration layer above your existing per-long-tail-keyword-research + per-Google-substrate + per-community-forum-substrate + per-programmatic-SEO + per-content-distinctness-gate primitive.

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