How to Use Generative AI for Website Content: A 30-Point Audit Checklist
Audit AI-assisted website content across purpose, evidence, original value, metadata, disclosure, accessibility, indexability and site-scale repetition.
Latest stories
Latest Tools & Workflows articles
APIs, retrieval systems, integrations and practical tests.
-
-
WordPress 7.1.2 Fixes a Critical Page-Template Vulnerability
WordPress 7.1.2 patches CVE-2026-87902, a critical local file inclusion issue that can lead to code execution under specific theme and server conditions.
-
Turn Cloudflare Worker Previews Into an SEO Release Gate
Use isolated Worker branch previews to catch canonical, robots, redirect, schema and rendered-content failures before production.
-
GPT-6 Prompt Caching: The Real Cost Math for AI Search Audits
Prompt caching can materially reduce repeated AI-search evaluation costs, but only when the shared prefix survives tool, schema and configuration changes.
-
Claude 5.5 Migration: API Changes and Sonnet 4.5 Retirement
Claude 5.5 changes thinking and tool-use behavior, while Sonnet 4.5 retires on November 30, 2026. Use this migration calendar to inventory, test, canary and remove the old model ID.
-
Perplexity Python Search SDK: What Is Open, What Is Compiled and How to Test It
Perplexity’s Python Search SDK offers live web search, fan-out and snippets. This audit separates the open wrapper, compiled core and measurable retrieval output.
-
Gemini Antigravity September Preview: Parser Changes Before October 5
Google’s September Antigravity preview replaces the May build. Local tool parsers need tests for PascalCase parameters and line-range edits before October 5.
-
ChatGPT for Word: A Five-Gate Editorial Workflow for Publishers
ChatGPT for Word can draft, summarize, revise and format headings. This five-gate workflow keeps sources, information gain and approval under editorial control.
-
Four Search and AI Operations Changes Publishers Should Review
Review Google Ad Manager deal blocks, Claude for Salesforce, an observed AI Mode ad format and Cloudflare indexing for extensionless R2 objects.
