CrawlDex
Preflight detail

salliemae.com

education.private_student_loan

degraded recipe://salliemae.com/education.private_student_loan/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.
82AES
82% 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 1 known friction
Recipe

Public product pages document private student loans and rates; applying and account servicing require login and credit checks.

active
recipe://salliemae.com/education.private_student_loan/public-preflight-v1
  1. Open the documented public path for Sallie Mae: Public product pages document private student loans and rates; applying and account servicing require login and credit checks. 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, 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.
  • Borrowing is high-stakes; present terms as information, not financial advice. Exhaust federal aid first.
  • Provide informational workflow guidance only, not education or admissions advice.
Success signals
  • Loan product/terms summarized
  • Eligibility criteria identified
Dimension scores

Why the route scores this way

reachability 70
navigability 82
task completability 82
transactability 82
recoverability 82
policy parseability 82
trust safety 82
efficiency 82
Issue flags

Known blockers

login_required
Policy notes
public pathPublic product pages document private student loans and rates; applying and account servicing require login and credit checks.
task familybilling
seo anglePrivate Student Loans at Sallie Mae: What to Know First
confidence notePublic product pages parseable; applications are gated and credit-based.
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

education.private_student_loan
Before attempting education.private_student_loan on salliemae.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":"salliemae.com","task":"education.private_student_loan","agent_profile":{"stack":"browser-use","browser_runtime":"playwright"}}'
Preflight contract 
{
  "site": "salliemae.com",
  "task": "education.private_student_loan",
  "agent_profile": {
    "stack": "browser-use",
    "browser_runtime": "playwright"
  }
}