CrawlDex
Preflight detail

legalzoom.com

legal_admin.form_llc

degraded recipe://legalzoom.com/legal_admin.form_llc/public-preflight-v1
Hold / Collect evidence first

Do not trust this route yet

The current evidence set is too thin for a confident agent decision.

Next: Run a canary or submit a trusted outcome before allowing an agent to attempt this unsupervised.
78AES
78% outcome rate
Evidence and trust

low trust

32%
basisBased on 3 evidence samples from catalog reporters.3
sourceSources: public web observation.
nextTreat this as directional until trusted canaries or operator reports arrive.
Confidence low 30%
Evidence 3 public web observation
Freshness 0d fresh
Blockers 2 known friction
Recipe

Business -> LLC formation questionnaire (state, name, members) -> package select; registered-agent service offered as add-on. Filing and payment require an account.

active
recipe://legalzoom.com/legal_admin.form_llc/public-preflight-v1
  1. Open the documented public path for LegalZoom: Business -> LLC formation questionnaire (state, name, members) -> package select; registered-agent service offered as add-on. Filing and payment require an account. Public source or help surface is visible.
  2. Check the listed blockers and policy constraints before entering account, payment, booking, or cancellation state. login_required, forced_account_creation, policy_parseable
  3. Stop before any irreversible or user-sensitive action and ask for explicit approval. User approval is captured before final action.
Human approval
Keep the user present for authentication. Do not request, store, or replay credentials or one-time codes.
Do not cross
  • Keep the user present for any login, identity verification, or payment step.
  • Distinguish LegalZoom's filing service fees from the state filing fee.
  • Provide informational workflow guidance only, not legal advice.
Success signals
  • Order confirmation
  • Filed Articles of Organization returned
  • State entity number issued
Dimension scores

Why the route scores this way

reachability 66
navigability 66
task completability 78
transactability 78
recoverability 78
policy parseability 78
trust safety 78
efficiency 66
Issue flags

Known blockers

login_requiredforced_account_creation
Policy notes
public pathBusiness -> LLC formation questionnaire (state, name, members) -> package select; registered-agent service offered as add-on. Filing and payment require an account.
task familyapply
seo angleCan an AI Agent File an LLC on LegalZoom Without Mistakes?
confidence notePublic product pages document the formation and registered-agent path; actual filing is gated behind account creation and payment.
launch setfirst 300 public preflight
Recommended actions

Remediation queue

  • mediumagent
    Keep the user present for any login, identity verification, or payment step. Keeps the agent inside documented, reversible, user-approved boundaries.
Agent handoff

Copy this into an agent runbook

legal_admin.form_llc
Before attempting legal_admin.form_llc on legalzoom.com, check CrawlDex. Current verdict: Collect evidence first. Run a canary or submit a trusted outcome before allowing an agent to attempt this unsupervised.
curl -sS -X POST /api/v1/preflight \
  -H 'content-type: application/json' \
  -d '{"site":"legalzoom.com","task":"legal_admin.form_llc","agent_profile":{"stack":"browser-use","browser_runtime":"playwright"}}'
Preflight contract 
{
  "site": "legalzoom.com",
  "task": "legal_admin.form_llc",
  "agent_profile": {
    "stack": "browser-use",
    "browser_runtime": "playwright"
  }
}