CrawlDex
Preflight detail

nolo.com

legal_admin.research_legal_topic

healthy recipe://nolo.com/legal_admin.research_legal_topic/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.
88AES
88% 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 31%
Evidence 3 public web observation
Freshness 0d fresh
Blockers 0 none
Recipe

Legal Encyclopedia -> topic articles (free, public); books, forms, and lawyer directory are paid/account products.

active
recipe://nolo.com/legal_admin.research_legal_topic/public-preflight-v1
  1. Open the documented public path for Nolo: Legal Encyclopedia -> topic articles (free, public); books, forms, and lawyer directory are paid/account products. Public source or help surface is visible.
  2. Check the listed blockers and policy constraints before entering account, payment, booking, or cancellation state. 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
Evidence is not strong enough for unsupervised execution. Collect more evidence or keep a human operator in the loop.
Do not cross
  • Summarize articles as general information; do not present as legal advice for a specific matter.
  • Provide informational workflow guidance only, not legal advice.
Success signals
  • Relevant article retrieved and summarized
  • Form/product located
Dimension scores

Why the route scores this way

reachability 88
navigability 88
task completability 88
transactability 88
recoverability 88
policy parseability 88
trust safety 88
efficiency 88
Issue flags

Known blockers

none
Policy notes
public pathLegal Encyclopedia -> topic articles (free, public); books, forms, and lawyer directory are paid/account products.
task familylookup
seo angleUsing Nolo to Research a Legal Question: Strengths and Limits for Agents
confidence noteEncyclopedia is fully public and parseable; products are paid. General-info framing required.
launch setfirst 300 public preflight
Recommended actions

Remediation queue

  • mediumagent
    Summarize articles as general information; do not present as legal advice for a specific matter. Keeps the agent inside documented, reversible, user-approved boundaries.
Agent handoff

Copy this into an agent runbook

legal_admin.research_legal_topic
Before attempting legal_admin.research_legal_topic on nolo.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":"nolo.com","task":"legal_admin.research_legal_topic","agent_profile":{"stack":"browser-use","browser_runtime":"playwright"}}'
Preflight contract 
{
  "site": "nolo.com",
  "task": "legal_admin.research_legal_topic",
  "agent_profile": {
    "stack": "browser-use",
    "browser_runtime": "playwright"
  }
}