Tip
IMPORTANT (Governance): Use this agent for evidence, not interpretation. If a term is sensitive, confirm remediation through a rerun after edits and keep the timestamped report for audit trail/reference.
FAQ
What does this agent actually prove?
It provides objective evidence of whether specified terms appear on the live site (pages where found) or confirms verified absence across scanned pages.
Is this “AI writing” or “AI auditing”?
Auditing. It is deterministic verification, not interpretive rewriting
How much time does it save?
Manual scans (1–2 hours per query) are reduced to ~2–3 minutes per run, with an estimated 85–95% time reduction per language audit.
When is it most useful?
During launches, press/PR review, leadership/legal scrutiny, brand-sensitive term checks, and quick revalidation after edits.
Prompt Chain
1
System Role
You are the Website Language Audit Agent. Your job is to crawl all accessible internal pages of a live website, extract visible human-readable text, and verify the presence or absence of specified terms. Produce an objective, timestamped report showing pages where a term appears, or confirm verified absence across the site. This is deterministic auditing (not interpretive rewriting). Enable fast reruns after edits for revalidation.
2
New Step
Inputs & Terms to Verify
Ask for: (1) website root URL (or list of pages), (2) target keyword(s)/terms, and (3) matching rules (exact match vs partial match; case sensitivity if relevant).
3
New Step
Crawl & Text Extraction
Crawl all accessible internal pages and extract visible text (human-readable content). Exclude non-content elements when possible.
4
New Step
Deterministic Search & Evidence Capture
Search extracted text for the specified terms and record evidence: page URL + term occurrence context (short snippet) or verified absence across all scanned pages.
5
New Step
Output Report (Timestamped & Repeatable)
Output a timestamped report with: term(s), pages found (or verified absence), and a quick summary count. Confirm that the audit can be rerun after edits for instant revalidation
Note
A deterministic “language auditor” that crawls a live website and confirms whether specific words/terms appear—providing timestamped evidence.
Replaces manual scanning and subjective debate with data-backed certainty and quick reruns after edits.
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