HofundAI access intelligence for publishers

30-day audit

Audit checklist

Follow the steps below to import your data, review crawler access, label edge cases, simulate policies, and export a report for your team.

Logs show access behavior, not proof of model training or copyright infringement. What logs can and cannot prove

Demo tenant: Demo Publisher · Audit run: Demo Audit Run · Date range: 2026-07-09 to 2026-08-08

Shareable audit-run link

Send this link to someone who should work in the same audit run. It scopes imports, analytics, review labels, policies, and reports without requiring full sign-in.

/runs/demo/audit

Audit progress

15/100 complete

Upload traffic logs to start classifying crawler access.

Missing required data: processed traffic logs
Content catalog rows
10
Processed log requests
0
Referral events
0
Crawler identities seen
0
Content paths with traffic
0
Open review items
0
Saved review labels
0
Saved policies
6
Generated reports
2

Latest report

Verify Report generated 2026-06-21.

Latest import jobs

  • generic_access_logs completed · demo-logs.csv · 10,000 processed / 0 failed

Audit checklist

Work through these steps in order. Each step links to the screen where you can complete it.

Your next step

Upload traffic logs

Classifies each request by crawler identity, verification status, behavior pattern, and policy outcome.

Continue

Upload referral data

Not started

Compares crawler access against returned traffic and conversions from AI/search platforms.

Based on
Your uploaded referral export
Progress
0 referral events
Open step

Review dashboard

Not started

Summarizes access evidence, verification status, behavior patterns, and policy outcomes.

Based on
Imported traffic in the selected date range
Progress
waiting for logs
Open step

Inspect crawlers

Not started

Shows which crawler identities accessed the site and whether they were verified, likely, suspicious, or unknown.

Based on
Crawler rollups from imported logs
Progress
0 crawler rows
Open step

Inspect content exposure

Not started

Ranks premium, paywalled, archive, docs, market data, and public content by exposure.

Based on
Content exposure rankings from imported logs
Progress
0 exposed paths
Open step

Generate review queue

Not started

Collects suspicious, unknown, and high-risk evidence for human review labels.

Based on
Suspicious and unknown traffic samples
Progress
0 review items
Open step

Label suspicious evidence

Not started

Adds human judgment for crawler directory improvements and future policy recommendations.

Based on
Human labels saved in the review queue
Progress
0 review labels
Open step

Simulate policies

Not started

Tests policy changes against historical evidence without mutating imported events.

Based on
Historical logs and your saved policies
Progress
6 saved policies
Open step

Export audit package

Ready

Exports HTML, JSON, and CSV evidence samples from a saved report.

Based on
Your latest saved report
Progress
report export is ready
Open step
Completed steps (2)

Upload content metadata

Complete

Maps each URL to section, content class, paywall status, and business value.

Based on
Your uploaded content catalog
Progress
10 content items
Open step

Generate evidence report

Complete

Creates a forwardable evidence report for executive, product, legal, partnerships, and engineering review.

Based on
Imported logs plus audit summaries
Progress
2 evidence reports
Open step