Get-found swarm · Local Context Ingestion Agent · Weather-seasonality-patterns skill · Published June 1, 2026

Per-location weather-driven marketing for multi-location operators

IBM Watson Advertising Weather Targeting, AccuWeather B2B API, Weather.com / Weather Channel API, Tomorrow.io, OpenWeather, NOAA Climate Data Online, NWS API, Climate.gov, Visual Crossing Weather, Storm Glass, Weatherbit, OpenMeteo, Aerisweather, AerisIQ ship per-vendor weather-data primitives. The weather-seasonality-patterns skill on the local-context-ingestion agent — running per-portfolio per-location per-forecast-window per-trigger-threshold per-vertical-playbook weather + seasonality signal ingestion + per-multi-vendor-blend + per-microclimate-correction + per-downstream-agent-fan-out + per-portfolio audit-trail at multi-location-context-operator scale — is operator-side architecture above the per-platform primitive.

Engage the local-context-ingestion agent See the 32-agent swarm

What this skill closes

Multi-vendor weather substrate blend with per-signal-trust-policy — precipitation trust NWS + NOAA + temperature trust AccuWeather + UV trust OpenWeather + storm trust Tomorrow.io + air-quality trust AirNow EPA + snow trust NWS.
Cross-vendor disagreement resolution via confidence-weighted-blend + historical-accuracy-weighted-blend + majority-vote + per-vendor-stale-detection + per-vendor-fallback-routing.
Per-location microclimate correction — coastal temperature offset + mountain elevation 3-5°F per 1000-feet + urban heat island + lake-effect snow + rain shadow + marine layer + temperature inversion per-canonical-microclimate-spec.
Per-location historical-bias correction via per-NOAA-station-proximity-selection (within 5-mile + elevation-matched) + rolling-12-month actual-vs-forecast bias + Climate.gov rolling-30-year-norms.
Per-trigger-threshold spec — heat-index above 90°F + temperature below 32°F + precipitation greater-than half-inch + snow greater-than 2-inches + UV-index greater-than 7 + wind greater-than 25 mph + storm + tornado + hurricane + air-quality AQI greater-than 100.
Per-vertical playbook library across QSR + casual-dining + coffee-tea + ice-cream + bakery + pizza + fitness + beauty + spa + HVAC + roofing + landscaping + snow-removal + auto-service + retail-clothing + grocery + pharmacy + pet-services 18+ vertical playbooks.
Per-downstream-agent fan-out to paid-search bid-adjustment + paid-social creative-rotation + email triggered-flow-fire + SMS triggered-send + GBP Offer-Post-publish + loyalty per-member offer-decisioning.

Why per-vendor-IBM-Watson-Advertising-Weather-Targeting-canonical-single-account breaks at multi-location-context-operator scale

Per-vendor-IBM-Watson-Advertising-Weather-Targeting-canonical-single-account ships per-account per-campaign per-DMA per-trigger (heat + cold + precipitation + storm) per-creative-rotation primitive. Per-vendor-AccuWeather + Weather.com + Tomorrow.io + OpenWeather + NOAA + NWS + Visual-Crossing + Storm-Glass + Weatherbit + OpenMeteo + Aerisweather + AerisIQ-canonical-single-account ship per-vendor per-native weather-data primitives.

At 1-DMA scale per-DMA per-trigger per-creative-rotation primitive is enough. At 200-location multi-location scale per-200-locations-canonical-distinct-microclimates-canonical-coastal-mountain-urban-rural × per-vertical-mix × per-vendor-canonical-single-account ship per-DMA-canonical-coarse-trigger canonical-cross-vendor-canonical-blend-blind + per-canonical-per-location-microclimate-canonical-correction-blind + per-canonical-per-vertical-canonical-playbook-canonical-routing-blind.

Per-Phoenix-DMA-trigger-fires-at-heat-index-95F + per-Tucson-location-actual-microclimate-canonical-heat-index-78F-due-to-elevation-canonical-mismatch + per-Denver-vs-Boulder-canonical-vs-Aurora-canonical-vs-Lakewood-canonical-microclimate-canonical-coarse-DMA-collapse-canonical-blind. Per-Weather.com-forecasts-rain-Tuesday + per-NWS-forecasts-no-rain-Tuesday + per-AccuWeather-forecasts-rain-Wednesday per-canonical-cross-vendor-canonical-disagreement-canonical-resolution-blind.

Per-quick-service-restaurant-playbook-canonical-hot-soup-on-cold + per-coffee-tea-canonical-hot-drink-on-cold + per-ice-cream-canonical-on-heat + per-HVAC-canonical-on-heat-spike + per-roofing-canonical-on-storm + per-snow-removal-canonical-on-snow per-canonical-vertical-playbook-canonical-routing-blind. Per-canonical-weather-driven-revenue-lift-canonical-25-to-60-percent-canonical-captured-only-partially. Per-canonical-multi-vendor-canonical-blend + per-canonical-microclimate-canonical-correction + per-canonical-vertical-playbook + per-canonical-cross-vendor-canonical-disagreement-resolution + per-canonical-downstream-fan-out is operator-side architecture above per-platform per-weather-data primitive.

What is in market today

Per-platform per-weather-data-vendor

IBM Watson Advertising Weather Targeting (formerly The Weather Company), AccuWeather B2B API, Weather.com / Weather Channel API, Tomorrow.io (formerly ClimaCell), OpenWeather API, NOAA Climate Data Online API, NWS API, Climate.gov, Visual Crossing Weather, Storm Glass, Weatherbit, OpenMeteo, Aerisweather, AerisIQ, Weather Underground (TWC), Foreca, MeteoBlue, WeatherAPI.com. Per-account per-coordinate per-forecast-window. Per-canonical-cross-vendor-canonical-blend-canonical-policy is not the primitive.

Per-platform per-weather-targeting-ad-platform

IBM Watson Advertising Weather Triggers, Google Ads Weather Targeting via Smart Bidding signals, Meta Ads Weather Audiences, The Trade Desk Weather Targeting, OpenX Weather, AdRoll Weather, Quantcast Weather, MediaMath Weather. Per-account per-campaign per-DMA per-trigger. Per-canonical-per-location-microclimate-canonical-correction is not the primitive.

Per-platform per-DMA-aggregated-weather-ad-platform

Weather Channel Ads, AccuWeather Advertising, NBC Weather, The Local Weather Channel Apps. Per-account per-campaign per-DMA-aggregated. Per-canonical-per-vertical-canonical-playbook-canonical-routing is not the primitive.

Per-platform per-promotion-trigger-platform

Klaviyo Flows + Webhooks, Postscript Triggers, Attentive Behavioral Triggers, Iterable Triggered Sends, Braze Action-Based Triggers, Customer.io Triggered Workflows. Per-account per-event-trigger-fire. Per-canonical-downstream-agent-fan-out-canonical-multi-channel-coordination is not the primitive.

How the architecture is set up

Per-portfolio per-canonical-multi-vendor-weather-canonical-substrate-canonical-ingestion. Per-IBM-Watson + per-AccuWeather + per-Weather.com + per-Tomorrow.io + per-OpenWeather + per-NOAA + per-NWS + per-Climate.gov + per-Visual-Crossing + per-Storm-Glass + per-Weatherbit + per-OpenMeteo + per-Aerisweather + per-AerisIQ + per-Foreca + per-MeteoBlue + per-WeatherAPI.com canonical-multi-vendor.
Per-portfolio per-canonical-per-vendor-canonical-rate-limit-canonical-coordination. Per-vendor-rate-limit + per-vendor-API-quota + per-vendor-cost-per-call canonical-coordination.
Per-portfolio per-canonical-per-vendor-canonical-coordinate-canonical-resolution. Per-location-lat-long + per-elevation + per-time-zone canonical-resolution.
Per-portfolio per-canonical-per-vendor-canonical-forecast-window-canonical-normalization. Per-hourly + per-6-hour + per-12-hour + per-daily + per-7-day + per-14-day canonical-window-normalization.
Per-portfolio per-canonical-cross-vendor-canonical-blend-canonical-policy. Per-precipitation-trust-NWS-NOAA + per-temperature-trust-AccuWeather + per-UV-trust-OpenWeather + per-storm-trust-Tomorrow.io + per-air-quality-trust-AirNow-EPA + per-snow-trust-NWS canonical-blend-policy.
Per-portfolio per-canonical-cross-vendor-canonical-disagreement-canonical-resolution. Per-confidence-weighted-blend + per-historical-accuracy-weighted-blend + per-majority-vote canonical-disagreement-resolution.
Per-portfolio per-canonical-per-location-canonical-microclimate-canonical-spec + canonical-bias-correction. Per-coastal-offset + per-mountain-elevation-3-5F-per-1000-feet + per-urban-heat-island + per-lake-effect-snow + per-rain-shadow + per-marine-layer + per-temperature-inversion + per-NOAA-station-proximity + per-Climate.gov-30-year-norms + per-rolling-12-month-bias-correction.
Per-portfolio per-canonical-per-location-canonical-anomaly-detection. Per-temperature-vs-30-year-norm + per-precipitation-vs-norm canonical-anomaly.
Per-portfolio per-canonical-per-trigger-canonical-threshold-canonical-evaluation. Per-heat-index-above-90F + per-below-32F + per-precipitation + per-snow + per-UV-7 + per-wind-25-mph + per-storm-tornado-hurricane + per-AQI-100 canonical-trigger.
Per-portfolio per-canonical-per-vertical-playbook-canonical-library. Per-QSR + per-casual-dining + per-coffee-tea + per-ice-cream + per-bakery + per-pizza + per-fitness + per-beauty + per-spa + per-HVAC + per-roofing + per-landscaping + per-snow-removal + per-auto-service + per-retail-clothing + per-grocery + per-pharmacy + per-pet-services 18+ playbooks.
Per-portfolio per-canonical-per-trigger-canonical-vertical-canonical-cross-product-canonical-routing-decision. Per-trigger-X-vertical-Y-canonical-action-Z canonical-routing.
Per-portfolio per-canonical-per-action-canonical-creative-canonical-template-library. Per-promo-template + per-coupon-code-template + per-CTA-button-template canonical-creative.
Per-portfolio per-canonical-downstream-agent-canonical-fan-out + audit-trail. Per-paid-search-bid-adjustment + per-paid-social-creative-rotation + per-email-triggered-flow + per-SMS-triggered-send + per-GBP-Offer-Post + per-loyalty-per-member-offer-decisioning canonical-fan-out.

Frequently asked questions

What is per-location weather-driven marketing for multi-location operators?

Per-location weather-driven marketing runs per-portfolio per-location per-forecast-window per-trigger-threshold per-vertical-playbook + per-canonical-multi-vendor-weather-canonical-substrate-canonical-blend + per-canonical-per-location-canonical-microclimate-canonical-correction + per-canonical-per-trigger-canonical-vertical-playbook-canonical-routing + per-canonical-downstream-agent-canonical-fan-out + per-portfolio audit-trail. Per-canonical-multi-vendor-weather-canonical-substrate-canonical-blend runs per-canonical-IBM-Watson-Advertising-Weather-Targeting + per-canonical-AccuWeather-B2B-API + per-canonical-Weather.com-Weather-Channel-API + per-canonical-Tomorrow.io-API + per-canonical-OpenWeather-API + per-canonical-NOAA-Climate-Data-Online + per-canonical-NWS-API + per-canonical-Climate.gov + per-canonical-Visual-Crossing-Weather + per-canonical-Storm-Glass + per-canonical-Weatherbit + per-canonical-OpenMeteo + per-canonical-Aerisweather + per-canonical-AerisIQ per-canonical-multi-vendor + per-canonical-cross-vendor-canonical-blend-canonical-policy (per-canonical-precipitation-canonical-trust-NWS-NOAA + per-canonical-temperature-canonical-trust-AccuWeather + per-canonical-UV-canonical-trust-OpenWeather + per-canonical-storm-canonical-trust-Tomorrow.io per-canonical-blend-policy) + per-canonical-cross-vendor-canonical-disagreement-canonical-resolution + per-canonical-cross-vendor-canonical-stale-canonical-detection. Per-canonical-per-location-canonical-microclimate-canonical-correction runs per-canonical-per-location-canonical-microclimate-canonical-spec (per-coastal-temperature-offset + per-mountain-elevation-temperature-offset + per-urban-heat-island-offset + per-lake-effect-snow + per-rain-shadow per-canonical-microclimate-spec) + per-canonical-per-location-canonical-historical-canonical-bias-canonical-correction (per-location-canonical-rolling-12-month-canonical-actual-vs-forecast-canonical-bias per-canonical-bias-correction). Per-canonical-per-trigger-canonical-vertical-playbook runs per-canonical-vertical-playbook-canonical-library (per-quick-service-restaurant-playbook + per-casual-dining-playbook + per-coffee-tea-playbook + per-ice-cream-frozen-playbook + per-bakery-playbook + per-pizza-playbook + per-fitness-playbook + per-beauty-salon-playbook + per-spa-massage-playbook + per-HVAC-playbook + per-roofing-playbook + per-landscaping-playbook + per-snow-removal-playbook + per-auto-service-playbook + per-retail-clothing-playbook + per-grocery-playbook + per-pharmacy-playbook + per-pet-services-playbook per-canonical-vertical-playbook) + per-canonical-per-trigger-canonical-threshold-canonical-spec (per-heat-index-above-90F-canonical-trigger + per-temperature-below-32F-canonical-trigger + per-precipitation-canonical-greater-than-half-inch-canonical-trigger + per-snow-greater-than-2-inches-canonical-trigger + per-UV-index-greater-than-7-canonical-trigger + per-wind-greater-than-25-mph-canonical-trigger + per-storm-canonical-tornado-canonical-hurricane-canonical-trigger + per-air-quality-AQI-greater-than-100-canonical-trigger per-canonical-trigger-threshold). The per-platform per-weather-data-vendor category includes IBM Watson Advertising Weather Targeting (formerly The Weather Company), AccuWeather B2B API, Weather.com / Weather Channel API, Tomorrow.io (formerly ClimaCell), OpenWeather API, NOAA Climate Data Online API, NWS (National Weather Service) API, Climate.gov, Visual Crossing Weather, Storm Glass, Weatherbit, OpenMeteo, Aerisweather, AerisIQ, Weather Underground (TWC), Foreca, MeteoBlue, WeatherAPI.com. The per-platform per-weather-targeting-ad-platform category includes IBM Watson Advertising Weather Triggers, Google Ads Weather Targeting (via Smart Bidding signals), Meta Ads Weather Audiences, The Trade Desk Weather Targeting, OpenX Weather, AdRoll Weather, Quantcast Weather, MediaMath Weather. The per-platform per-DMA-aggregated-weather-ad-platform category includes Weather Channel Ads, AccuWeather Advertising, NBC Weather, The Local Weather Channel Apps. The per-platform per-promotion-trigger-platform category includes Klaviyo Flows + Webhooks, Postscript Triggers, Attentive Behavioral Triggers, Iterable Triggered Sends, Braze Action-Based Triggers, Customer.io Triggered Workflows. The weather-seasonality-patterns skill on the local-context-ingestion agent (1 of the bundle on local-context-ingestion in the get-found swarm alongside per-canonical-per-location-event-ingestion + per-canonical-per-location-news-ingestion + per-canonical-per-location-demographics-ingestion + per-canonical-hyper-local-search-trend-extraction + per-canonical-competitive-density-mapping + per-canonical-change-event-emission) — running per-portfolio per-location per-forecast-window per-trigger-threshold per-vertical-playbook weather + seasonality signal ingestion + per-canonical-multi-vendor-blend + per-canonical-microclimate-correction + per-canonical-downstream-agent-fan-out + per-portfolio audit-trail at multi-location-context-operator scale — is operator-side architecture above the per-platform per-weather-data-vendor + per-weather-targeting-ad-platform + per-DMA-aggregated-weather-ad-platform + per-promotion-trigger-platform primitive.

Why does per-vendor-IBM-Watson-Advertising-Weather-Targeting-canonical-single-account break down at multi-location-context-operator scale?

Per-vendor-IBM-Watson-Advertising-Weather-Targeting-canonical-single-account ships per-account per-campaign per-DMA per-trigger (heat + cold + precipitation + storm) per-creative-rotation primitive. Per-vendor-AccuWeather-B2B-API + per-Weather.com-Weather-Channel + per-Tomorrow.io + per-OpenWeather + per-NOAA + per-NWS + per-Visual-Crossing + per-Storm-Glass + per-Weatherbit + per-OpenMeteo + per-Aerisweather + per-AerisIQ-canonical-single-account ship per-vendor per-native weather-data primitives. At 1-DMA scale per-DMA per-trigger per-creative-rotation primitive is enough. At 200-location multi-location scale per-200-locations-canonical-distinct-microclimates-canonical-coastal-mountain-urban-rural × per-vertical-mix × per-per-vendor-canonical-single-account ship per-DMA-canonical-coarse-trigger canonical-cross-vendor-canonical-blend-blind + per-canonical-per-location-microclimate-canonical-correction-blind + per-canonical-per-vertical-canonical-playbook-canonical-routing-blind + per-canonical-cross-vendor-canonical-disagreement-canonical-resolution-blind. Per-Phoenix-DMA-trigger-fires-at-heat-index-95F + per-Tucson-location-actual-microclimate-canonical-heat-index-78F-due-to-elevation-canonical-mismatch + per-Phoenix-coastal-canonical-doesnt-exist + per-Denver-vs-Boulder-canonical-vs-Aurora-canonical-vs-Lakewood-canonical-microclimate-canonical-coarse-DMA-collapse-canonical-blind. Per-Weather.com-forecasts-rain-Tuesday + per-NWS-forecasts-no-rain-Tuesday + per-AccuWeather-forecasts-rain-Wednesday per-canonical-cross-vendor-canonical-disagreement-canonical-resolution-blind. Per-quick-service-restaurant-playbook-canonical-hot-soup-on-cold + per-coffee-tea-canonical-hot-drink-on-cold + per-ice-cream-canonical-on-heat + per-HVAC-canonical-on-heat-spike + per-roofing-canonical-on-storm + per-snow-removal-canonical-on-snow + per-landscaping-canonical-on-spring-warming + per-grocery-canonical-on-snowstorm + per-pharmacy-canonical-on-flu-season per-canonical-vertical-playbook-canonical-routing-blind. Per-canonical-weather-driven-revenue-lift-canonical-25-to-60-percent-canonical-captured-only-partially + per-canonical-promotion-canonical-firing-canonical-wrong-vertical + per-canonical-promotion-canonical-firing-canonical-wrong-microclimate + per-canonical-promotion-canonical-firing-canonical-wrong-forecast-window. Per-vendor-IBM-Watson + AccuWeather + Weather.com + Tomorrow.io + OpenWeather + NOAA + NWS + Visual-Crossing + Storm-Glass + Weatherbit + OpenMeteo + Aerisweather + AerisIQ ship per-platform per-DMA-or-per-coordinate primitive. Per-canonical-multi-vendor-canonical-blend + per-canonical-microclimate-canonical-correction + per-canonical-vertical-playbook + per-canonical-cross-vendor-canonical-disagreement-resolution + per-canonical-downstream-fan-out is operator-side architecture above per-platform per-weather-data primitive.

What does per-portfolio per-canonical-multi-vendor-weather-canonical-substrate-canonical-blend do?

Per-portfolio per-canonical-multi-vendor-weather-canonical-substrate-canonical-blend runs per-portfolio per-canonical-per-vendor-canonical-API-canonical-polling (per-IBM-Watson + per-AccuWeather + per-Weather.com + per-Tomorrow.io + per-OpenWeather + per-NOAA + per-NWS + per-Visual-Crossing + per-Storm-Glass + per-Weatherbit + per-OpenMeteo + per-Aerisweather + per-AerisIQ per-canonical-API-polling) + per-canonical-per-vendor-canonical-rate-limit-canonical-coordination + per-canonical-per-vendor-canonical-coordinate-canonical-resolution (per-location-canonical-lat-long-canonical-resolution + per-location-canonical-elevation-canonical-resolution + per-location-canonical-time-zone-canonical-resolution per-canonical-coordinate-resolution) + per-canonical-per-vendor-canonical-forecast-window-canonical-normalization (per-hourly + per-6-hour + per-12-hour + per-daily + per-7-day + per-14-day per-canonical-window-normalization) + per-canonical-cross-vendor-canonical-blend-canonical-policy (per-canonical-precipitation-canonical-trust-NWS-NOAA-canonical-government-source + per-canonical-temperature-canonical-trust-AccuWeather-canonical-most-accurate-rolling-12-month + per-canonical-UV-canonical-trust-OpenWeather + per-canonical-storm-canonical-trust-Tomorrow.io-canonical-radar-canonical-best + per-canonical-air-quality-canonical-trust-AirNow-EPA + per-canonical-snow-canonical-trust-NWS per-canonical-blend-policy) + per-canonical-cross-vendor-canonical-disagreement-canonical-resolution (per-vendor-canonical-disagreement-canonical-detection + per-canonical-confidence-weighted-canonical-blend + per-canonical-historical-accuracy-weighted-blend + per-canonical-majority-vote per-canonical-disagreement-resolution) + per-canonical-cross-vendor-canonical-stale-canonical-detection (per-vendor-API-canonical-staleness-canonical-detection + per-vendor-canonical-fallback-canonical-routing per-canonical-stale-detection). Per-portfolio audit-trail.

How does per-portfolio per-canonical-per-location-canonical-microclimate-canonical-correction work?

Per-portfolio per-canonical-per-location-canonical-microclimate-canonical-correction runs per-portfolio per-canonical-per-location-canonical-microclimate-canonical-spec-canonical-load (per-coastal-temperature-offset-canonical-cooler + per-mountain-elevation-temperature-offset-canonical-3-to-5-degree-per-1000-feet + per-urban-heat-island-offset-canonical-warmer + per-lake-effect-snow-canonical-Great-Lakes-region + per-rain-shadow-canonical-leeward-mountain-canonical-drier + per-marine-layer-canonical-coastal-canonical-foggy-morning + per-temperature-inversion-canonical-valley-canonical-trapped per-canonical-microclimate-spec) + per-canonical-per-location-canonical-historical-canonical-actual-vs-forecast-canonical-bias-canonical-tracking (per-location-rolling-12-month-canonical-actual-temperature-from-NOAA-station + per-location-rolling-12-month-canonical-forecast-from-vendor + per-canonical-bias-canonical-computation per-canonical-bias-tracking) + per-canonical-per-location-canonical-bias-canonical-correction-canonical-application (per-location-bias-corrected-forecast = per-vendor-forecast + per-microclimate-offset + per-historical-bias per-canonical-correction-formula) + per-canonical-per-location-canonical-NOAA-station-canonical-proximity-canonical-selection (per-nearest-NOAA-station-canonical-greater-than-5-mile + per-nearest-elevation-matched-station per-canonical-station-selection) + per-canonical-per-location-canonical-Climate.gov-canonical-historical-canonical-norms-canonical-ingestion (per-location-rolling-30-year-canonical-climate-norms + per-percentile-canonical-cold-canonical-hot canonical-norms) + per-canonical-per-location-canonical-anomaly-canonical-detection (per-location-canonical-temperature-vs-30-year-norm-canonical-anomaly + per-location-canonical-precipitation-vs-norm-canonical-anomaly per-canonical-anomaly-detection). Per-portfolio audit-trail.

What does per-portfolio per-canonical-per-trigger-canonical-vertical-playbook-canonical-routing + per-canonical-downstream-agent-fan-out do?

Per-portfolio per-canonical-per-trigger-canonical-vertical-playbook-canonical-routing runs per-portfolio per-canonical-per-trigger-canonical-threshold-canonical-evaluation (per-heat-index-above-90F + per-temperature-below-32F + per-precipitation-greater-than-half-inch + per-snow-greater-than-2-inches + per-UV-index-greater-than-7 + per-wind-greater-than-25-mph + per-storm-tornado-hurricane + per-air-quality-AQI-greater-than-100 per-canonical-trigger-threshold) + per-canonical-per-vertical-playbook-canonical-load (per-quick-service-restaurant-playbook-canonical-hot-soup-on-cold-canonical-promo + per-ice-cream-playbook-canonical-frozen-treat-on-heat-canonical-promo + per-HVAC-playbook-canonical-AC-tune-up-on-heat-spike-canonical-promo + per-roofing-playbook-canonical-storm-damage-inspection-on-storm-canonical-promo + per-snow-removal-playbook-canonical-pre-storm-canonical-route-canonical-confirmation + per-landscaping-playbook-canonical-spring-warming-canonical-cleanup-promo + per-coffee-tea-playbook-canonical-hot-drink-on-cold + per-fitness-playbook-canonical-indoor-class-on-rain + per-beauty-salon-playbook-canonical-pre-event-canonical-styling-on-clear-weekend + per-auto-service-playbook-canonical-AC-check-on-heat + per-retail-clothing-playbook-canonical-seasonal-canonical-pivot + per-grocery-playbook-canonical-snowstorm-canonical-essentials-promo + per-pharmacy-playbook-canonical-flu-season-canonical-vaccine-promo per-canonical-vertical-playbook) + per-canonical-per-trigger-canonical-vertical-canonical-cross-product-canonical-routing-decision (per-trigger-X-vertical-Y-canonical-action-Z canonical-routing-decision) + per-canonical-per-action-canonical-creative-canonical-template-canonical-library (per-promo-creative-template + per-coupon-code-template + per-CTA-button-template per-canonical-creative-template). Per-canonical-downstream-agent-fan-out runs per-portfolio per-canonical-trigger-canonical-emission-canonical-to-canonical-downstream-agents (per-paid-search-agent-canonical-bid-adjustment + per-paid-social-agent-canonical-creative-rotation + per-email-agent-canonical-triggered-flow-canonical-fire + per-SMS-agent-canonical-triggered-send + per-gbp-agent-canonical-Offer-Post-canonical-publish + per-loyalty-agent-canonical-per-member-canonical-offer-decisioning per-canonical-downstream-fan-out). Per-portfolio audit-trail.

What does per-portfolio per-canonical-multi-vendor-substrate-canonical-ingestion + per-local-context-ingestion-agent-canonical-bundle do?

Per-portfolio per-canonical-multi-vendor-substrate-canonical-ingestion runs per-portfolio per-canonical-IBM-Watson-Advertising-Weather-Targeting-API + per-canonical-AccuWeather-B2B-API + per-canonical-Weather.com-Weather-Channel-API + per-canonical-Tomorrow.io-API + per-canonical-OpenWeather-API + per-canonical-NOAA-Climate-Data-Online-API + per-canonical-NWS-API + per-canonical-Climate.gov-API + per-canonical-Visual-Crossing-Weather-API + per-canonical-Storm-Glass-API + per-canonical-Weatherbit-API + per-canonical-OpenMeteo-API + per-canonical-Aerisweather-API + per-canonical-AerisIQ-API + per-canonical-Weather-Underground-API + per-canonical-Foreca-API + per-canonical-MeteoBlue-API + per-canonical-WeatherAPI.com-API canonical-multi-vendor-weather + per-canonical-AirNow-EPA-API + per-canonical-PurpleAir-API + per-canonical-BreezoMeter-API canonical-multi-air-quality. Per-local-context-ingestion-agent-canonical-bundle integrates the weather-seasonality-patterns skill with sibling skills on the same agent: per-canonical-per-location-event-ingestion (skill sibling — ingests per-location events for cross-context-canonical-blend with weather) + per-canonical-per-location-news-ingestion (skill sibling — ingests per-location news including weather-related canonical-storm-canonical-blizzard-canonical-news) + per-canonical-per-location-demographics-ingestion (skill sibling — per-location demographics for per-vertical-canonical-customer-segment-canonical-mapping) + per-canonical-hyper-local-search-trend-extraction (skill sibling — captures hyper-local search-trend including weather-related queries) + per-canonical-competitive-density-mapping (skill sibling — per-location competitive context informs vertical-playbook routing) + per-canonical-change-event-emission (skill sibling — emits weather-triggered change-events to downstream agents). Per-portfolio audit-trail.

Engage the local-context-ingestion agent

Per-portfolio per-location per-forecast-window per-trigger-threshold per-vertical-playbook weather + seasonality signal ingestion + per-multi-vendor-blend + per-microclimate-correction + per-downstream-agent-fan-out + per-portfolio audit-trail shipped as the orchestration layer above your existing per-weather-data-vendor + per-weather-targeting-ad-platform + per-DMA-aggregated-weather-ad-platform + per-promotion-trigger-platform primitive.

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