Done-for-you offer · Fractional CMO with AI Swarm · rank-history-timeseries skill
Completions architects per-location 3-year SERP retention — bundled into 4-skill local-pack-tracking pipeline (loops 17 +35+2+46)
You operate 50-1,500 locations × 500-5,000 per-location keywords × 3-year retention horizon × per-day rank-history persistence. Per-location SERP retention without governance produces lost trend evidence + missed algorithm-update attribution + missed regulatory-discovery support. Your SEO team demands per-period trend computation. Your data-science team demands per-period algorithm-update attribution. Your counsel demands HIPAA + FDA + DEA + Metrc + DISCUS + state -licensing-board + SOX 7-year + FINRA 6-year + state-AG lawsuit-discovery + FTC lawsuit-discovery + GDPR Article 17 + CCPA retention compliance. Completions architects the rank -history-timeseries skill on the local-pack-tracking agent end-to-end with per-location per-keyword per-day rank-history persistence + per-period trend computation + per-period algorithm-update attribution + per-period coordination across 4-skill pipeline. You keep every artifact. You keep the rank -history data + trend computation model + algorithm-update registry. You keep the ability to in-house at any time.
Published September 24, 2026
What we operate every day + every period
Per-location per-keyword per-day rank-history persistence across 50-1,500 locations × 500-5,000 keywords × 3-year retention × per-day cadence × 3 device types = 75M-22.5B per-location-keyword-device-day rank-history cells with 15 per-cell columns (rank position + SERP feature presence + SERP feature ownership + ownership snapshot + competitor universe + page-1 candidate roster + paid-vs-organic split + scrape-vendor + scrape-timestamp + scrape-geocoordinate + scrape-user-agent + scrape-device + scrape-persona + raw -html-fingerprint + hash-checksum).
Per-period trend computation across per-week + per-month + per-quarter + per-year + multi-year cadence with 10 trend -detection algorithms (CUSUM + EWMA + Mann-Kendall + Bayesian-change-point + STL-decomposition + Prophet + ARIMA + SARIMA + ETS + Holt-Winters) + per-period seasonality + cross-keyword + cross-location + cross-vertical correlation.
Per-period algorithm-update attribution across 15+ algorithm-update event-registry (Google Core + Helpful Content + Spam + Reviews + Product Reviews + Page Experience + Mobile-First Indexing + Passage Indexing + MUM + BERT + SMITH + Bing + Apple Spotlight + AI Overview + AI Mode) with per-event pre/during/post-update rank-delta + impact -attribution + recovery-trajectory + recovery-time + recovery-confidence-tier.
Per-period coordination across 4-skill local-pack-tracking pipeline — loop 17 (per-location rank-tracking) + loop 35 (serp-feature-presence-tracking) + loop 2 (rank-stream -emission) + loop 46 (rank-history-timeseries) with per -skill change-event-emission + per-skill cross-skill propagation.
Per-vertical compliance overlay (HIPAA + FDA OPDP + DEA + Metrc + DISCUS + FDA tobacco + state-licensing-board + SOX 404 7-year + GDPR Article 17 + CCPA + state-AG lawsuit -discovery + FTC lawsuit-discovery + FINRA Rule 4511 6 -year) with WORM-storage. Per-period rank-history-export API endpoint for operator-side downstream consumption.
Why in-house breaks at multi-location SERP retention scale
Per-location per-keyword per-day rank-history persistence across 50-1,500 locations × 500-5,000 keywords × 3-year × per-day × 3 device types × 15-column schema = 1.1B-340B per-cell-column rank-history datapoints per year requires production data infrastructure. Per-period trend computation requires production analytics infrastructure. Per-period algorithm-update attribution requires data-science capacity. Per-period coordination across 4-skill pipeline requires orchestration capacity. Per-vertical compliance overlay covering 13+ regulatory frameworks requires legal -engineering capacity. Per-period rank-history-export API requires production API infrastructure. Per-Google -algorithm-update 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-location rank-history-retention exposure estimate + per-location algorithm-update-recovery exposure estimate.
Tier 2 AI Swarm Setup Sprint ($25-50k, 4-8 weeks, build with 30-day operating tail). Builds the per -location 3-year SERP retention stack on operator infrastructure — rank-history-timeseries + per-location -per-keyword-per-day-rank-history-persistence + per-period -trend-computation + per-period-algorithm-update -attribution + per-period-rank-history-export on local-pack -tracking agent + per-location-rank-tracking + serp-feature -presence-tracking + rank-stream-emission + per-location -SERP-history-retention.
Tier 3 Fractional CMO with AI Swarm ($15-25k/ month, 6-month minimum, 1-2 days/wk embedded). Continues operating the stack with daily per-location per-keyword per-day rank-history persistence + weekly per-period trend computation + monthly per-period algorithm-update attribution + per-event per-period coordination across 4 -skill pipeline + monthly per-Google-algorithm-update event -registry refresh + cross-agent swarm coordination.
Frequently asked
What does "Completions architects per-location 3-year SERP retention — bundled into 4-skill local-pack-tracking pipeline (loops 17+35+2+46)" actually deliver?
Completions architects and operates per-location per-keyword per-day rank-history persistence + per-period trend computation + per-period algorithm-update attribution + per-period coordination across loops 17+35+2+46 on the local-pack-tracking agent. Per-location per-keyword per-day rank-history persistence across 50-1,500 locations × 500-5,000 per-location keywords × 3-year retention horizon × per-day cadence × 3 device types = 75M-22.5B per-location-keyword-device-day rank-history cells with per-cell rank position + per-cell SERP feature presence + per-cell SERP feature ownership + per-cell ownership snapshot + per-cell competitor universe + per-cell page-1 candidate roster + per-cell paid-vs-organic split + per-cell scrape-vendor + per-cell scrape-timestamp + per-cell scrape-geocoordinate + per-cell scrape-user-agent + per-cell scrape-device + per-cell scrape-persona + per-cell raw-html-fingerprint + per-cell hash-checksum. Per-period trend computation across per-week + per-month + per-quarter + per-year + multi-year cadence with per-period rank-trend (CUSUM + EWMA + Mann-Kendall + Bayesian-change-point + STL-decomposition + Prophet + ARIMA + SARIMA + ETS + Holt-Winters) + per-period trend-attribution + per-period seasonality detection + per-period cross-keyword correlation + per-period cross-location correlation + per-period cross-vertical correlation. Per-period algorithm-update attribution via per-period per-algorithm-update event-registry (Google Core Updates + Helpful Content Updates + Spam Updates + Reviews Updates + Product Reviews Updates + Page Experience Updates + Mobile-First Indexing Updates + Passage Indexing Updates + MUM Updates + BERT Updates + SMITH Updates + Bing Algorithm Updates + Apple Spotlight Updates + AI Overview Updates + AI Mode Updates) with per-event pre-update + during-update + post-update rank-delta + per-event impact-attribution + per-event recovery-trajectory + per-event recovery-time + per-event recovery-confidence-tier. Per-period coordination across 4-skill local-pack-tracking pipeline — loop 17 (per-location rank-tracking) + loop 35 (serp-feature-presence-tracking) + loop 2 (rank-stream-emission) + loop 46 (rank-history-timeseries) with per-skill change-event-emission + per-skill cross-skill propagation + per-skill cross-loop coordination. Per-vertical compliance overlay (HIPAA healthcare-result retention + FDA OPDP pharma-result retention + DEA controlled-substance-result retention + Metrc cannabis-result retention + DISCUS alcohol-result retention + FDA tobacco-result retention + state-licensing-board service-result retention + SOX 404 7-year retention + GDPR Article 17 right-to-erasure + CCPA right-to-delete + state-attorney-general lawsuit-discovery retention + FTC Section 5 lawsuit-discovery retention + FINRA Rule 4511 6-year retention) with WORM-storage when SOX + HIPAA + FDA + SEC + FINRA retention required. Per-period rank-history-export emits per-period per-location per-keyword per-day rank-history snapshot to operator data warehouse + per-period rank-history-API endpoint for operator-side downstream consumption. Operator team owns the rank-history data + per-period trend computation model + per-event algorithm-update registry + per-vertical compliance overlay + audit trail. Completions owns the swarm orchestration on the local-pack-tracking agent.
Why does in-house per-location 3-year SERP retention break at multi-location scale?
In-house operation at multi-location SERP retention scale fails on seven axes: (1) per-location per-keyword per-day rank-history persistence across 50-1,500 locations × 500-5,000 keywords × 3-year retention × per-day cadence × 3 device types × 15 per-cell columns = 75M-22.5B per-cell rank-history rows × 15-column schema = 1.1B-340B per-cell-column rank-history datapoints per year requires production data infrastructure unstaffable by internal teams; (2) per-period trend computation across 10 trend-detection algorithms × per-period seasonality × per-period cross-keyword + cross-location + cross-vertical correlation requires production analytics infrastructure; (3) per-period algorithm-update attribution across 15+ algorithm-update event-registry × per-event pre/during/post-update rank-delta × per-event impact-attribution + recovery-trajectory + recovery-time + recovery-confidence-tier requires data-science capacity; (4) per-period coordination across 4-skill local-pack-tracking pipeline (loops 17+35+2+46) × per-skill change-event-emission × per-skill cross-skill propagation requires orchestration capacity; (5) per-vertical compliance overlay covering HIPAA + FDA OPDP + DEA + Metrc + DISCUS + FDA tobacco + state-licensing-board + SOX 7-year + GDPR Article 17 + CCPA + state-AG lawsuit-discovery + FTC lawsuit-discovery + FINRA 6-year requires legal-engineering capacity; (6) per-period rank-history-export with operator-side rank-history-API endpoint requires production API infrastructure; (7) per-Schema-org-vocabulary + per-Google-algorithm-update maintenance 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 SERP retention operation across seven axes — per-location per-keyword per-day rank-history persistence coverage + per-period trend computation maturity + per-period algorithm-update attribution + per-period coordination across 4-skill pipeline + per-vertical compliance overlay + per-period rank-history-export + per-Google-algorithm-update maintenance. Deliverable: gap-pack report with per-location rank-history-retention exposure estimate + per-location algorithm-update-recovery exposure estimate. Tier 2 AI Swarm Setup Sprint ($25-50k, 4-8 weeks, build with 30-day operating tail): Completions builds the per-location 3-year SERP retention stack on operator infrastructure — rank-history-timeseries + per-location-per-keyword-per-day-rank-history-persistence + per-period-trend-computation + per-period-algorithm-update-attribution + per-period-rank-history-export on local-pack-tracking agent + per-location-rank-tracking on local-pack-tracking + serp-feature-presence-tracking on local-pack-tracking + rank-stream-emission on rank-stream-emission + per-location-SERP-history-retention on serp-history-retention. Tier 3 Fractional CMO with AI Swarm ($15-25k/month, 6-month minimum, 1-2 days/wk embedded): Completions continues operating the stack with daily per-location per-keyword per-day rank-history persistence + weekly per-period trend computation + monthly per-period algorithm-update attribution + per-event per-period coordination across 4-skill pipeline + monthly per-Google-algorithm-update event-registry refresh + cross-agent swarm coordination.
Who owns the rank-history data, trend computation model, algorithm-update registry, and audit trail?
Operator owns 100% of every artifact: rank-history data (in operator data infrastructure — Snowflake + Databricks + BigQuery + Redshift + Postgres operator data warehouse + operator object-storage — S3 + GCS + Azure Blob + R2 + B2 with WORM-storage for SOX + HIPAA + FDA + SEC + FINRA retention), per-period trend computation model code (in operator repo with operator-controlled deploy pipeline + operator-data-science-team-aligned), per-event algorithm-update registry (in operator repo with operator-controlled per-algorithm-update event-definition + per-event impact-attribution + per-event recovery-trajectory versioning), per-period rank-history-export API code (operator-owned), 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 + SOX 7-year + GDPR Article 17 + CCPA + state-AG + FTC + FINRA 6-year 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 with WORM-storage). Completions owns: the orchestration knowledge — how to design per-location per-keyword per-day rank-history persistence contracts + how to tune per-period trend computation + how to debug per-period algorithm-update attribution cascades + how to coordinate the retention with per-location-rank-tracking + serp-feature-presence-tracking + rank-stream-emission siblings across loops 17+35+2+46. 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-location per-keyword per-day rank-history persistence coverage at 99.5-percent target across all locations × keywords × days × devices; (2) per-period trend computation accuracy at 95-percent target across 10 trend-detection algorithms; (3) per-period algorithm-update attribution accuracy at 85-percent target measured against operator-validated golden set; (4) per-period algorithm-update recovery-trajectory accuracy at 80-percent target; (5) per-period rank-history-export API uptime at 99.9-percent target; (6) per-vertical compliance overlay coverage at 99.9-percent target across SOX 7-year + HIPAA + FDA + SEC + FINRA 6-year + state-AG + FTC retention; (7) per-period coordination across 4-skill pipeline (loops 17+35+2+46) latency under 2-second end-to-end; (8) per-Google-algorithm-update event-registry refresh cadence adherence at 100-percent target (monthly); (9) per-SERP-scraping-vendor connector health-check cadence adherence at 100-percent target (quarterly); (10) per-period rank-history-export coverage at 100-percent target. 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 3-year SERP retention 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-location per-keyword per-day rank-history persistence + per-period trend computation + per-period algorithm-update attribution + per-period coordination across 4-skill pipeline + per-vertical compliance overlay management + per-period rank-history-export + per-Google-algorithm-update maintenance + cross-agent coordination + rank-history data infrastructure hand-off + per-period trend computation model code hand-off + per-event algorithm-update registry hand-off + per-period rank-history-export API code hand-off + per-SERP-scraping-vendor credentials hand-off + LLM prompts hand-off + audit trail hand-off with WORM-storage operator-account-ownership confirmation; 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.