Inspect measured visibility
Read the selected workspace profile, buyer questions, visibility denominator, citation gaps and individual observations.
AGENT DOCUMENTATION / V1
An AI visibility agent with a bounded job.
HowAICite Agent reads tenant-scoped evidence and may run measurements or create internal tasks only inside the budget and policy a workspace approves.
Inspectable evidenceProvider provenanceLimits kept visible
Current release boundary
The Agent never publishes content, edits a customer website, sends email, purchases quota or spends money. Missing and unreviewed evidence remains “not collected,” never a synthetic zero or factual verdict.
What it can do
Queue approved observations
Run a provider measurement only when OAuth scope, Memory, provider allowlist, monthly quota and weekly Agent cap all permit it.
Create internal fix tasks
Turn an observed open opportunity into one deduplicated internal task. A task does not claim the result is proven until a matched recheck exists.
OAuth and workspace selection
The remote MCP endpoint uses Auth0 OAuth 2.1/OIDC with Authorization Code and PKCE S256. Each access token represents one selected workspace, one role and an explicit scope set. Owner/admin roles may manage automation; contributors may measure and create tasks; reviewers and viewers are read-only.
| Scope | Purpose |
|---|---|
| profile:read | Workspace profile, Memory boundary, quota and policy. |
| visibility:read | Buyer questions, coverage and measured gaps. |
| evidence:read | Tenant-scoped observation explanation and provenance. |
| measurements:run | Queue an allowed provider measurement. |
| tasks:write | Create a deduplicated internal fix task. |
| automation:manage | Enable, configure or pause autonomous internal work. |
Autonomous internal mode
Autonomy is off until an authorized workspace member enables it. The default measurement budget is the smaller of 10 or 10% of available monthly quota at activation, rounded up. The default fix-task cap is three per week. The Agent pauses after a serious authentication/provider error, three consecutive temporary failures, a scope mismatch or exhausted quota.
Evidence and retry behavior
Read results include a denominator, provider/market scope, observation time and evidence status. Write tools require an idempotency key, so safe retries do not create duplicate measurements or tasks. Tool activity records the channel, actor, status, quota cost and a secret-filtered error.
START WITH A REAL BASELINE
Find the first gap worth fixing.
Inspect your website now, then add observed AI answers when you are ready to measure visibility.