# CI Web Group — Open Knowledge Format bundle This directory is the machine-readable knowledge graph for [ciwebgroup.com](https://ciwebgroup.com), published in [Open Knowledge Format (OKF) v0.1](https://developers.google.com/knowledge-graph). Each file below is one concept with YAML frontmatter and standard markdown links to related concepts — the links ARE the graph. **Fetch this file first.** It is the manifest. Every concept in the ciwebgroup.com knowledge graph is one of the paths below. Traverse the graph by following the relative links inside each file. ## Graph shape - **143** concept files across 9 categories - Auto-generated files (products, strategy pillars, agents, research, people) are regenerated from the live TypeScript source of truth by `scripts/export-okf.mjs`; hand-authored files (organization, platform, concepts) live in the repo directly. - Every relative markdown link inside a file resolves to another file in this bundle (no dead edges). ## About the data This bundle is emitted directly from the modules that render the human-facing website (`lib/build-components.ts`, `lib/team.ts`, `lib/platform.ts`, `lib/authority.ts`, and the AI-shift + measurement-shift stat sets). If the site changes, this graph regenerates. If this graph disagrees with the site, treat the site as the source of truth and regenerate the bundle. ## Organization - [ci-web-group](./organization/ci-web-group.md) ## People - [jennifer-bagley](./people/jennifer-bagley.md) ## Platform - [central-intelligence-engine](./platform/central-intelligence-engine.md) - [ci-agents](./platform/ci-agents.md) - [cortex-pulse](./platform/cortex-pulse.md) - [cortex](./platform/cortex.md) - [hydra-os](./platform/hydra-os.md) - [mempalace](./platform/mempalace.md) - [synapse](./platform/synapse.md) ## Agents - [buttercup](./agents/buttercup.md) - [goodspeed](./agents/goodspeed.md) - [groot](./agents/groot.md) - [loki](./agents/loki.md) - [neo](./agents/neo.md) - [oracle](./agents/oracle.md) - [sarge](./agents/sarge.md) - [vader](./agents/vader.md) - [wolverine](./agents/wolverine.md) - [yoda](./agents/yoda.md) ## Strategy pillars - [aeo](./strategy/aeo.md) - [ai](./strategy/ai.md) - [axo](./strategy/axo.md) - [cro](./strategy/cro.md) - [geo](./strategy/geo.md) - [lso](./strategy/lso.md) - [seo](./strategy/seo.md) - [sxo](./strategy/sxo.md) ## Services - [build-components](./services/build-components.md) - [hydra-blogging](./services/hydra-blogging.md) ## Products (Hydra Build Components) - [3d-brand-motion-pack](./products/3d-brand-motion-pack.md) - [answering-service-swap-calculator](./products/answering-service-swap-calculator.md) - [best-company-buyers-guide](./products/best-company-buyers-guide.md) - [booking-readiness-score](./products/booking-readiness-score.md) - [brand-catalog](./products/brand-catalog.md) - [capacity-leveling-visualizer](./products/capacity-leveling-visualizer.md) - [careers-center](./products/careers-center.md) - [case-study-builder](./products/case-study-builder.md) - [certifications-badges-wall](./products/certifications-badges-wall.md) - [comfort-quiz](./products/comfort-quiz.md) - [commercial-audience-pages](./products/commercial-audience-pages.md) - [cro-calculator-suite](./products/cro-calculator-suite.md) - [custom-component](./products/custom-component.md) - [destination-community-collections](./products/destination-community-collections.md) - [duct-replacement-calculator](./products/duct-replacement-calculator.md) - [efficiency-score](./products/efficiency-score.md) - [electrical-load-calculator](./products/electrical-load-calculator.md) - [emergency-after-hours-router](./products/emergency-after-hours-router.md) - [energy-savings-plan](./products/energy-savings-plan.md) - [equipment-explorer](./products/equipment-explorer.md) - [estimate-approval-esign](./products/estimate-approval-esign.md) - [estimate-follow-up-simulator](./products/estimate-follow-up-simulator.md) - [exit-intent-quote-capture](./products/exit-intent-quote-capture.md) - [filter-finder](./products/filter-finder.md) - [financing-calculator-application](./products/financing-calculator-application.md) - [fleet-team-page](./products/fleet-team-page.md) - [franchise-branch-location](./products/franchise-branch-location.md) - [free-second-opinion-funnel](./products/free-second-opinion-funnel.md) - [garage-door-health-checkup](./products/garage-door-health-checkup.md) - [garage-door-system-anatomy](./products/garage-door-system-anatomy.md) - [garage-door-visualizer](./products/garage-door-visualizer.md) - [generator-match-quiz](./products/generator-match-quiz.md) - [glossary-terminology-center](./products/glossary-terminology-center.md) - [hear-the-desk](./products/hear-the-desk.md) - [home-circuits-explorer](./products/home-circuits-explorer.md) - [home-safety-security-center](./products/home-safety-security-center.md) - [how-much-does-it-cost](./products/how-much-does-it-cost.md) - [how-system-works-interactive-diagram](./products/how-system-works-interactive-diagram.md) - [hspf2-dollars-converter](./products/hspf2-dollars-converter.md) - [hvac-size-calculator](./products/hvac-size-calculator.md) - [hvac-system-by-home-type](./products/hvac-system-by-home-type.md) - [hvac-troubleshooting-system](./products/hvac-troubleshooting-system.md) - [hyper-local-seo-boost](./products/hyper-local-seo-boost.md) - [iaq-home-scene](./products/iaq-home-scene.md) - [instant-quote-estimator](./products/instant-quote-estimator.md) - [interactive-color-studio](./products/interactive-color-studio.md) - [interactive-services-explorer](./products/interactive-services-explorer.md) - [learning-center](./products/learning-center.md) - [live-hazard-alert-toast](./products/live-hazard-alert-toast.md) - [live-humidity-cooling-index](./products/live-humidity-cooling-index.md) - [live-seasonal-system-watch](./products/live-seasonal-system-watch.md) - [live-weather-hero-widget](./products/live-weather-hero-widget.md) - [live-weather-safety-center](./products/live-weather-safety-center.md) - [maintenance-plan-stripe](./products/maintenance-plan-stripe.md) - [manual-j-load-lab](./products/manual-j-load-lab.md) - [missed-revenue-calculator](./products/missed-revenue-calculator.md) - [money-surfaces](./products/money-surfaces.md) - [multi-source-lead-flow-model](./products/multi-source-lead-flow-model.md) - [oem-dealer-asset-library](./products/oem-dealer-asset-library.md) - [oem-dealer-citation-kit](./products/oem-dealer-citation-kit.md) - [oem-dealer-embed-gallery](./products/oem-dealer-embed-gallery.md) - [oem-dealer-landing-page](./products/oem-dealer-landing-page.md) - [oem-distributor-claim-wizard](./products/oem-distributor-claim-wizard.md) - [oem-market-dealer-locator](./products/oem-market-dealer-locator.md) - [oem-market-page](./products/oem-market-page.md) - [oem-national-expert-finder](./products/oem-national-expert-finder.md) - [online-booking-dispatch](./products/online-booking-dispatch.md) - [operating-cost-calculator](./products/operating-cost-calculator.md) - [paid-lead-roas-calculator](./products/paid-lead-roas-calculator.md) - [pain-diagnosis-router](./products/pain-diagnosis-router.md) - [per-city-testimonial-rotation](./products/per-city-testimonial-rotation.md) - [permits-code-education-center](./products/permits-code-education-center.md) - [pre-purchase-inspection-funnel](./products/pre-purchase-inspection-funnel.md) - [press-media-center](./products/press-media-center.md) - [product-catalog](./products/product-catalog.md) - [product-diagram-how-it-works](./products/product-diagram-how-it-works.md) - [project-financing-builder](./products/project-financing-builder.md) - [property-systems-widget](./products/property-systems-widget.md) - [rebate-financing-stack-calculator](./products/rebate-financing-stack-calculator.md) - [rebates-explorer](./products/rebates-explorer.md) - [referral-program](./products/referral-program.md) - [regional-home-showcase](./products/regional-home-showcase.md) - [repair-or-replace-decision-tool](./products/repair-or-replace-decision-tool.md) - [review-funnel-page](./products/review-funnel-page.md) - [reviews-engine](./products/reviews-engine.md) - [room-space-seo-pages](./products/room-space-seo-pages.md) - [seasonal-maintenance-hub](./products/seasonal-maintenance-hub.md) - [seer-savings-calculator](./products/seer-savings-calculator.md) - [service-area-pages](./products/service-area-pages.md) - [service-diagram-picker](./products/service-diagram-picker.md) - [sewer-responsibility-diagram](./products/sewer-responsibility-diagram.md) - [smart-panel-load-simulator](./products/smart-panel-load-simulator.md) - [social-media-graphics-pack](./products/social-media-graphics-pack.md) - [speed-to-lead-impact-simulator](./products/speed-to-lead-impact-simulator.md) - [speed-to-lead-promise](./products/speed-to-lead-promise.md) - [static-pressure-lab](./products/static-pressure-lab.md) - [sticky-mobile-action-bar](./products/sticky-mobile-action-bar.md) - [storm-readiness-scorecard](./products/storm-readiness-scorecard.md) - [symptom-center](./products/symptom-center.md) - [text-photo-triage](./products/text-photo-triage.md) - [three-step-booking-wizard](./products/three-step-booking-wizard.md) - [trust-comparison-table](./products/trust-comparison-table.md) - [warranty-registration-center](./products/warranty-registration-center.md) - [water-heater-code-explorer](./products/water-heater-code-explorer.md) - [water-utility-profile-hub](./products/water-utility-profile-hub.md) - [whats-going-on](./products/whats-going-on.md) - [why-ai-doesnt-know-your-pricing](./products/why-ai-doesnt-know-your-pricing.md) ## Concepts - [ai-credit-rate](./concepts/ai-credit-rate.md) - [measurement-shift](./concepts/measurement-shift.md) - [zero-click-search](./concepts/zero-click-search.md) ## Research - [ai-search-shift-stats](./research/ai-search-shift-stats.md) - [measurement-shift-stats](./research/measurement-shift-stats.md) ## Related identity files - [llms.txt](/llms.txt) — the human-readable identity file for LLM crawlers - [llms-full.txt](/llms-full.txt) — the expanded identity file - [sitemap.xml](/sitemap.xml) — the traditional URL manifest ## Provenance - Generated by `overrides/ciwebgroup/scripts/export-okf.mjs` on 2026-07-07T05:15:00Z. - Format: Open Knowledge Format v0.1 (Google, 2026-06-13). - Copy this bundle, regenerate it, or fetch specific files. It is public.