# User uses NotebookLM and Claude Code to audit PR labeling for affiliate SNS posts

Digest AI · Marketing & Small Business · published 2026-10-05T16:54:00Z

Canonical: https://digestai.news/story/user-uses-notebooklm-and-claude-code-to-audit-pr-labeling-for-affiliat

## Summary

A marketer handling affiliate projects on social networks needed to verify PR‑labeling rules across dozens of official documents, from the Consumer Affairs Agency’s stealth‑marketing regulations to each platform’s guidelines. Instead of feeding all 29 documents to Claude Code, the author uploaded them to Google’s NotebookLM, then queried Claude Code only for answers, citing sources each time.

The process involved four steps: creating a notebook, uploading three sets of URLs (stealth‑marketing regulations, Instagram PR labeling, Employment Security Act), searching the web for missing items (finding ten items per theme and importing 7, 9, and 10 respectively), and finally asking targeted compliance questions. Claude Code highlighted that placing an “Advertisement” label only in reply threads could fail to meet legal standards, prompting a revision of the internal rule to put the PR label at the start of the main post and move links to the profile section, thereby closing the loophole.

The experiment shows how AI agents combined with document‑management tools can streamline regulatory checks for marketers, reducing manual reading of lengthy legal texts while ensuring compliance with evolving advertising rules.

## Key points

- Uploaded 29 documents to NotebookLM and queried Claude Code without feeding full texts
- Claude Code flagged that ad labels only in replies may breach stealth‑marketing regulations
- Revised PR labeling to place label at start of main text and move links to profile, fixing the loophole

## Why it matters

Marketers can use AI to quickly audit large sets of compliance documents, preventing costly regulatory breaches and streamlining PR‑labeling across multiple social platforms.

## Sources

1. [I uploaded 29 documents of terms and explanations to NotebookLM and had Claude only receive the answers | How I found a loophole in my AI employee's PR operations](https://note.com/doxunkisan/n/n7bd0c9a5dff6?hl=en) (note.com, 2026-10-05)

## Cite

Digest AI, "User uses NotebookLM and Claude Code to audit PR labeling for affiliate SNS posts", 5 October 2026, https://digestai.news/story/user-uses-notebooklm-and-claude-code-to-audit-pr-labeling-for-affiliat

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