Product direction
Extend Roadie with EC Tour Manager Pro, an artist-scoped tour-planning capability for self-managed artists and their managers to research, assemble, and operate a tour using Extra Chill's existing artist, event, venue, market, analytics, workflow, and assistant capabilities.
The initial customer is an existing Artist Platform member managing their own artist profile. Roadie is the assistant and product interface; Artist Platform supplies the structured workspace and durable plan. The first job is narrower than automated booking: turn a tentative date window and set of markets into an evidence-backed, editable tour plan.
This issue was researched against the current implementations of Artist Platform, Events, Data Machine Events, Roadie, Studio, Extra Chill Analytics, Data Machine Business, Data Machine, Extra Chill API, and WordPress core on July 20, 2026.
What already exists
Artist identity and access
- Artist Platform already has canonical
artist_profile records, multi-artist membership, artist switching, roster invitations, and ec_can_manage_artist() authorization. Tour plans can scope to the existing artist ID and membership model rather than creating another identity system.
extrachill-artist-platform/inc/core/filters/data.php:9-20,204-272
extrachill-artist-platform/inc/core/filters/permissions.php:65-84
extrachill-artist-platform/build/blocks/artist-manager/render.php:31-70
extrachill-artist-platform/inc/artist-profiles/roster/roster-data-functions.php:10-53
- Artist data already includes name, bio, genre, home city, website, streaming links, socials, and images.
extrachill-artist-platform/inc/core/filters/data.php:204-272
- Artist profiles already display upcoming and past canonical Events records by calling
data-machine-events/events-by-term with the shared artist taxonomy slug.
extrachill-artist-platform/inc/artist-profiles/frontend/shows-section.php:57-90,123-203
Event, venue, market, and calendar data
- Events already have structured dates/times, venue, address, price, ticket URL, performer, organizer, status, event type, and occurrence dates.
data-machine-events/inc/Blocks/EventDetails/block.json:15-98
- Venue records already contain address, city, state, ZIP, country, phone, website, capacity, coordinates, and timezone.
data-machine-events/inc/Core/Venue_Taxonomy.php:23-47
- Events can already be queried by date range, time scope, arbitrary taxonomy, search text, venue proximity, status, and ordering.
data-machine-events/inc/Abilities/EventDateQueryAbilities.php:40-165
- The calendar already exposes structured event rows and filter facets. Venue maps support bounds, radius, taxonomy filters, coordinates, and optional event rows.
data-machine-events/inc/Api/Routes.php:18-285
data-machine-events/inc/Abilities/VenueMapAbilities.php:29-146
- Artist event archives already render a chronological route map from known upcoming show coordinates. This is visualization, not optimization.
extrachill-events/inc/core/artist-map.php:34-80
data-machine-events/inc/Abilities/VenueMapAbilities.php:611-711
- Location terms already normalize municipalities into Extra Chill discovery markets and support city aliases.
extrachill-events/inc/core/location-meta.php:76-179
extrachill-events/inc/core/location-normalizer.php:344-419
- Venue discovery already searches Google Places; qualification finds event pages and tests whether listings are importable; venue onboarding can create a scheduled scraper flow.
extrachill-events/inc/Abilities/VenueDiscoveryAbilities.php:56-188
extrachill-events/inc/Abilities/VenueQualificationAbilities.php:30-109,390-433
extrachill-events/inc/Abilities/VenueAddAbilities.php:132-248,305-415
- Artist tour-feed preview, moderation, approval, and recurring import abilities already exist. Approved feeds create artist-tagged event flows and run an initial import.
Analytics and market signals
extrachill/market-report already combines, per calendar market: total/upcoming events, venues, source-flow coverage, GA sessions, GSC clicks/impressions, and a calendar-coverage opportunity score.
extrachill-events/inc/Abilities/MarketReportAbilities.php:31-121,631-658
extrachill-cli/inc/Commands/Events/LocationCommand.php:271-398
- Existing analytics also provide events-surface growth, GSC page/query movement, ticketing outbound clicks, on-site search gaps, event attendance marks, GA page audience/acquisition, and artist-owned link-page views/clicks.
extrachill-analytics/inc/core/abilities/get-surface-growth.php:61-93,162-219
extrachill-analytics/inc/core/abilities/get-demand-drill.php:53-118,282-370
extrachill-analytics/inc/core/abilities/get-outbound-clicks.php:41-99,155-220
extrachill-analytics/inc/core/abilities/get-link-page-analytics.php:18-55,74-112
data-machine-business/inc/Abilities/Analytics/GoogleAnalyticsAbilities.php:101-167
- Link-page analytics are already artist-owner scoped with
ec_can_manage_artist(). Broad GA, GSC, demand, and network analytics are team/admin capabilities and are not safe to expose raw to artist customers.
extrachill-analytics/inc/core/abilities/get-link-page-analytics.php:74-112
extrachill-analytics/inc/core/abilities/reports-permission.php:3-41
Workspace, assistant, and orchestration
- Artist Platform already has the appropriate customer-facing artist switcher and management hub.
- Studio demonstrates a reusable tabbed React workspace, but it is an internal team surface gated by
ec_is_team_member(), not an artist product.
extrachill-studio/src/blocks/studio/render.php:30-54
extrachill-studio/src/blocks/studio/app/tabs.ts:16-56
- Roadie already manages artist profiles and link pages through cross-site REST calls and propagates acting-user identity. However, Roadie is currently gated by the internal
access_roadie capability; artist membership alone does not grant access.
extrachill-roadie/inc/tools/class-manage-artist-profile.php:170-258
extrachill-roadie/inc/tools/class-manage-link-page.php:105-377
extrachill-roadie/inc/permissions.php:67-82,162-188
- Data Machine already supplies pipelines, flows, immediate/delayed/recurring execution, jobs, idempotency, artifacts, agent registration, and ability-backed model tools. No new workflow engine or agent registry is needed.
data-machine/inc/Abilities/Engine/RunFlowAbility.php:40-390
data-machine/inc/Abilities/Engine/ScheduleFlowAbility.php:30-258
data-machine/inc/Core/Database/Jobs/Jobs.php:114-315
data-machine/inc/Engine/AI/Tools/ability-tool-projections.php:10-39
- WordPress core already provides REST CRUD, capability mapping, revisions, registered structured meta, and per-user autosaves for a private REST-visible post type. No custom draft/autosave substrate is needed.
wp-includes/rest-api.php:267-288
wp-includes/meta.php:1380-1534
wp-includes/rest-api/endpoints/class-wp-rest-autosaves-controller.php:87-138,305-428
Proven gaps
The missing product layer is now concrete:
- No private artist-owned tour-plan record or tour lifecycle exists.
- No ordered tentative stops, off-days, travel legs, or itinerary entries exist.
- No driving-time, route-corridor, maximum-leg, cost, lodging, or route-optimization capability exists. The current artist route map only connects known shows chronologically.
- Venue data has capacity and event history, but no structured booking contact, room type, production, age policy, typical deal, guarantee, availability/holds, or artist-fit score.
- Artist/event relationships do not encode billing order or roles such as headliner, direct support, opener, or local support.
- No local-support matcher joins artist home market, genre, availability, draw, and bill history.
- No artist-by-market demand dataset exists. GA geography stops at country; GSC geography is a country filter; current market reports measure calendar coverage and broad platform demand, not demand for a specific artist.
- No ticket sales, sell-through, gross, settlement, guarantee, expense, or profitability data exists. Ticket-link clicks and attendance marks are intent proxies only.
- Existing artist roster access is flat. There are no tour-specific roles for manager, booking agent, tour manager, crew, accountant, or read-only collaborator.
- Existing Roadie and Studio permissions are internal-team permissions, not artist-customer permissions.
Product boundary
- Roadie owns the product experience: conversation, guided research, proposals, and actions.
- Artist Platform owns the structured workspace, durable tour plan, and artist/tour authorization.
- Events owns canonical public events, venues, locations, maps, calendar queries, and event imports.
- Data Machine owns asynchronous research/generation runs and operational job history, not tour-plan state.
- Roadie calls Tour Manager abilities through a new narrow artist-facing mode whose permissions resolve from artist/tour membership. Chat memory must not become plan storage.
- Studio remains an editorial handoff, used to draft tour announcements and social campaigns rather than storing itinerary data.
- Extra Chill API remains transport only, adding thin routes only when a client cannot call the owning ability or core REST route directly.
First Roadie workflow: Tour Scout
Ship Tour Scout as the first Roadie Tour Manager workflow. Roadie guides the research and plan-building process while a structured Artist Platform workspace renders the map, market comparisons, venue candidates, and editable stop order.
Inputs
- Managed artist.
- Tour name.
- Date window.
- Origin and optional final destination.
- User-selected target markets.
- Optional tentative dates and notes.
Workflow
- Ask Roadie to start a tour plan, then create a private draft scoped to the existing artist ID.
- Compare selected markets using facts the platform can currently defend: upcoming event inventory, venue inventory, known venue capacities, calendar conflicts, coordinates, and canonical market/location data.
- Show candidate venues from existing venue records and Google Places discovery, clearly separating known Extra Chill venues from untracked discoveries.
- Let the user manually select and order tentative stops. Render the existing chronological map pattern and label distance as geographic context, not optimized drive routing.
- Show candidate local artists by explicit home market and genre only after adding a small artist query for those existing profile fields. Do not present candidates as compatibility or availability matches.
- Attach canonical venue and event IDs when they exist; keep tentative/private stops private until explicitly promoted into an event submission/import workflow.
- Persist edits with WordPress core revisions and per-user autosaves.
- Let Roadie reopen, explain, and update the same saved plan through Tour Manager abilities. Link out to existing artist link-page tools for ticket/presale campaigns and to Studio for announcement/editorial work.
Storage
Use one private, REST-visible tour-plan post type in the Artist Platform domain with:
- Existing artist ID.
- Title, status, date window, and origin.
- An ordered, schema-validated stop collection.
- Canonical venue/event/location references where available.
- Generation/job reference and definition version when Data Machine assists.
map_meta_cap, revisions, and registered revision-enabled meta.
Keep the plan aggregate in one record initially. Split stops into separate records or a custom table only if shipped query or concurrency requirements prove that necessary.
Permissions
- Read/write: users for whom
ec_can_manage_artist() passes, plus administrators.
- Tour-specific roles are deferred until the product needs narrower access than the existing artist roster.
- Add a narrow artist-facing Roadie Tour Manager mode. Do not grant artist customers the existing internal Roadie tool set or Studio, Events-admin, GA, or GSC capabilities.
Analytics policy
The first release may show public calendar/venue facts and artist-owned link analytics. It must not expose raw network GA/GSC, unrelated search terms/pages, individual attendee identities, scraper operations, or person-level journeys.
Do not label the current market opportunity score as artist demand: its formula primarily identifies calendar coverage/scraper opportunity. Artist-market demand, ticket conversion, venue fit, and financial optimization require future data contracts.
Explicitly out of MVP
- Automatic route optimization or drive-time promises.
- Booking outreach, CRM, holds, or contract negotiation.
- Venue-fit or local-support recommendation scores.
- Hotels, transport, riders, day sheets, settlements, budgets, or per diems.
- Ticket sales or profitability forecasts.
- Automatic publication of tentative stops as public events.
MVP success criteria
- An authorized artist member can ask Roadie to create, explain, revise, reopen, and delete a private tour plan.
- A plan can hold and reorder at least three tentative stops across selected markets.
- Each stop can reference canonical location, venue, and event records without duplicating them.
- Market and venue facts shown in the workspace identify their source and do not overstate broad calendar metrics as artist demand.
- The map displays the selected stop order without claiming optimized routing.
- Unauthorized users cannot read or mutate another artist's plan through REST, abilities, or direct post access.
- No new generic workflow, agent, analytics, or autosave abstraction is introduced.
Follow-on phases
Only after Tour Scout usage validates the workflow:
- Driving-time and constrained route optimization.
- Structured venue booking contacts and fit criteria.
- Local-support billing roles, availability, and matching.
- Artist-scoped market demand with privacy thresholds.
- Tour-specific collaborator roles.
- Tasks, documents, logistics, finance, and settlement modules.
Source
Raised by Chris Gardner in Discord on July 20, 2026 and tracked by Chris Huber. Initial concept: combine Artist Platform, Studio/Roadie-style assistance, Events calendar data, Data Machine, and analytics to help tour managers and booking agents schedule tours and find local support.
Product direction
Extend Roadie with EC Tour Manager Pro, an artist-scoped tour-planning capability for self-managed artists and their managers to research, assemble, and operate a tour using Extra Chill's existing artist, event, venue, market, analytics, workflow, and assistant capabilities.
The initial customer is an existing Artist Platform member managing their own artist profile. Roadie is the assistant and product interface; Artist Platform supplies the structured workspace and durable plan. The first job is narrower than automated booking: turn a tentative date window and set of markets into an evidence-backed, editable tour plan.
This issue was researched against the current implementations of Artist Platform, Events, Data Machine Events, Roadie, Studio, Extra Chill Analytics, Data Machine Business, Data Machine, Extra Chill API, and WordPress core on July 20, 2026.
What already exists
Artist identity and access
artist_profilerecords, multi-artist membership, artist switching, roster invitations, andec_can_manage_artist()authorization. Tour plans can scope to the existing artist ID and membership model rather than creating another identity system.extrachill-artist-platform/inc/core/filters/data.php:9-20,204-272extrachill-artist-platform/inc/core/filters/permissions.php:65-84extrachill-artist-platform/build/blocks/artist-manager/render.php:31-70extrachill-artist-platform/inc/artist-profiles/roster/roster-data-functions.php:10-53extrachill-artist-platform/inc/core/filters/data.php:204-272data-machine-events/events-by-termwith the shared artist taxonomy slug.extrachill-artist-platform/inc/artist-profiles/frontend/shows-section.php:57-90,123-203Event, venue, market, and calendar data
data-machine-events/inc/Blocks/EventDetails/block.json:15-98data-machine-events/inc/Core/Venue_Taxonomy.php:23-47data-machine-events/inc/Abilities/EventDateQueryAbilities.php:40-165data-machine-events/inc/Api/Routes.php:18-285data-machine-events/inc/Abilities/VenueMapAbilities.php:29-146extrachill-events/inc/core/artist-map.php:34-80data-machine-events/inc/Abilities/VenueMapAbilities.php:611-711extrachill-events/inc/core/location-meta.php:76-179extrachill-events/inc/core/location-normalizer.php:344-419extrachill-events/inc/Abilities/VenueDiscoveryAbilities.php:56-188extrachill-events/inc/Abilities/VenueQualificationAbilities.php:30-109,390-433extrachill-events/inc/Abilities/VenueAddAbilities.php:132-248,305-415extrachill-events/inc/Abilities/ArtistUrlImportAbilities.php:230-264,620-788Analytics and market signals
extrachill/market-reportalready combines, per calendar market: total/upcoming events, venues, source-flow coverage, GA sessions, GSC clicks/impressions, and a calendar-coverage opportunity score.extrachill-events/inc/Abilities/MarketReportAbilities.php:31-121,631-658extrachill-cli/inc/Commands/Events/LocationCommand.php:271-398extrachill-analytics/inc/core/abilities/get-surface-growth.php:61-93,162-219extrachill-analytics/inc/core/abilities/get-demand-drill.php:53-118,282-370extrachill-analytics/inc/core/abilities/get-outbound-clicks.php:41-99,155-220extrachill-analytics/inc/core/abilities/get-link-page-analytics.php:18-55,74-112data-machine-business/inc/Abilities/Analytics/GoogleAnalyticsAbilities.php:101-167ec_can_manage_artist(). Broad GA, GSC, demand, and network analytics are team/admin capabilities and are not safe to expose raw to artist customers.extrachill-analytics/inc/core/abilities/get-link-page-analytics.php:74-112extrachill-analytics/inc/core/abilities/reports-permission.php:3-41Workspace, assistant, and orchestration
ec_is_team_member(), not an artist product.extrachill-studio/src/blocks/studio/render.php:30-54extrachill-studio/src/blocks/studio/app/tabs.ts:16-56access_roadiecapability; artist membership alone does not grant access.extrachill-roadie/inc/tools/class-manage-artist-profile.php:170-258extrachill-roadie/inc/tools/class-manage-link-page.php:105-377extrachill-roadie/inc/permissions.php:67-82,162-188data-machine/inc/Abilities/Engine/RunFlowAbility.php:40-390data-machine/inc/Abilities/Engine/ScheduleFlowAbility.php:30-258data-machine/inc/Core/Database/Jobs/Jobs.php:114-315data-machine/inc/Engine/AI/Tools/ability-tool-projections.php:10-39wp-includes/rest-api.php:267-288wp-includes/meta.php:1380-1534wp-includes/rest-api/endpoints/class-wp-rest-autosaves-controller.php:87-138,305-428Proven gaps
The missing product layer is now concrete:
Product boundary
First Roadie workflow: Tour Scout
Ship Tour Scout as the first Roadie Tour Manager workflow. Roadie guides the research and plan-building process while a structured Artist Platform workspace renders the map, market comparisons, venue candidates, and editable stop order.
Inputs
Workflow
Storage
Use one private, REST-visible tour-plan post type in the Artist Platform domain with:
map_meta_cap, revisions, and registered revision-enabled meta.Keep the plan aggregate in one record initially. Split stops into separate records or a custom table only if shipped query or concurrency requirements prove that necessary.
Permissions
ec_can_manage_artist()passes, plus administrators.Analytics policy
The first release may show public calendar/venue facts and artist-owned link analytics. It must not expose raw network GA/GSC, unrelated search terms/pages, individual attendee identities, scraper operations, or person-level journeys.
Do not label the current market opportunity score as artist demand: its formula primarily identifies calendar coverage/scraper opportunity. Artist-market demand, ticket conversion, venue fit, and financial optimization require future data contracts.
Explicitly out of MVP
MVP success criteria
Follow-on phases
Only after Tour Scout usage validates the workflow:
Source
Raised by Chris Gardner in Discord on July 20, 2026 and tracked by Chris Huber. Initial concept: combine Artist Platform, Studio/Roadie-style assistance, Events calendar data, Data Machine, and analytics to help tour managers and booking agents schedule tours and find local support.