Recommendations - ai-cmo.dev

Recommendations are prioritized action items for improving a brand’s GEO and SEO performance on ai-cmo.dev. This page covers the lifecycle, CAS-guarded transitions, and generation endpoints for developers managing recommendations via the API.

Endpoints

Method	Path	Scope	Description
GET	`/api/v1/workspaces/{workspace}/recs`	`recs:read`	List recommendations grouped by status
POST	`/api/v1/workspaces/{workspace}/recs/generate`	`recs:write`	Generate recommendations for a lane
POST	`/api/v1/workspaces/{workspace}/recs/{id}/transition`	`recs:write`	CAS-guarded status transition
POST	`/api/v1/workspaces/{workspace}/recs/{id}/status`	`recs:write`	Deprecated alias for transition
POST	`/api/v1/workspaces/{workspace}/recs/{id}/draft`	`recs:write`	Generate a draft comment

Status lifecycle

proposed → todo → in_review → done
  ↓          ↓         ↓
archived   archived   archived

Status	Meaning
`proposed`	New recommendation, not yet accepted
`todo`	Accepted and queued for work
`in_review`	Implementation submitted for review
`done`	Completed
`archived`	Declined or superseded

Supported transitions (action <expectedStatus>)

Action	From	To
`accept`	`proposed`	`todo`
`decline`	`proposed`	`archived`
`submit`	`todo`	`in_review`
`verify`	`in_review`	`done`
`request_changes`	`in_review`	`todo`
`stale_reopen`	`done`	`todo`
`reopen`	`archived`	`restore_target`
`archive`	`todo`, `in_review`, `done`	`archived`
`restore`	`archived`	`restore_target`

List recommendations

curl -H "Authorization: Bearer gp_live_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx" \
     https://ai-cmo.dev/api/v1/workspaces/{workspace}/recs

Returns recommendations grouped by status (proposed, todo, in_review, done, archived). Each recommendation includes rec_id, type, topic, title, rationale, evidence, scores, state_version, compliance_flag, and current_draft_id.

Transition a recommendation

The transition endpoint uses compare-and-swap (CAS) on expectedVersion. All four fields below are required.

curl -X POST https://ai-cmo.dev/api/v1/workspaces/{workspace}/recs/{id}/transition \
  -H "Authorization: Bearer gp_live_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx" \
  -H "Content-Type: application/json" \
  -d '{
    "action": "accept",
    "expectedStatus": "proposed",
    "expectedVersion": 1,
    "idempotencyKey": "transition-recs-01"
  }'

Required fields

Optional fields

Stale version conflict

If the recommendation has been modified since you last fetched it, the server returns:

{
  "error": {
    "code": "stale_state",
    "message": "Recommendation state version has changed",
    "requestId": "a1b2c3d4"
  }
}

Re-fetch the recommendation to get the current state_version, then retry.

Generate recommendations

curl -X POST https://ai-cmo.dev/api/v1/workspaces/{workspace}/recs/generate \
  -H "Authorization: Bearer gp_live_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx" \
  -H "Content-Type: application/json" \
  -d '{"lane": "seo"}'

Lane	Cost	Creates at most	Target open items
`seo`	Credits consumed	20	50
`geo`	Free	10	20

Returns (202) a job envelope. SEO generation is metered and consumes credits; GEO generation is free.

Draft a comment

Generates a draft comment for a reddit_thread recommendation:

curl -X POST https://ai-cmo.dev/api/v1/workspaces/{workspace}/recs/{id}/draft \
  -H "Authorization: Bearer gp_live_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"

Non-reddit recommendations return a zod validation error.

​Endpoints

​Status lifecycle

​Supported transitions (action <expectedStatus>)

​List recommendations

​Transition a recommendation

​Required fields

​Optional fields

​Stale version conflict

​Generate recommendations

​Draft a comment