Rank Math Support Agent: Consent, Credentials & Cleanup
Rank Math’s AI Support Agent could create a broad WordPress API credential before feature consent. We trace the code, cleanup, limits, and audit questions.
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OpenAI 429 vs 503 Errors: Retry Without Skewing Your Data
OpenAI now distinguishes 429 slow_down from 503 server_is_overloaded. Honor Retry-After, cap backoff, and preserve failed queries in AI visibility study denominators.
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Claude Fable 5.1 Migration: Two Changes Can Break Agent Workflows
Claude Fable 5.1 rejects forced tool choice and its thinking blocks cannot be read by older Claude models. Test tool, transcript, refusal, retention, and cost paths before migrating.
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Gemini 3.8 Flash Is Live: Test Search Citations Before Switching
Gemini 3.8 Flash is generally available with Google Search grounding, but capability is not evidence of better citations. Use a matched query-and-claim ledger before migrating.
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ChatGPT Becomes an EU VLOSE: What Publishers Need to Track
The European Commission designated ChatGPT a Very Large Online Search Engine. Publishers should separate DSA duties, product controls, and observed search outcomes through the January 2027 window.
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Learn AI SEO: A Free 30-Day Evidence-First Practice Plan
Learn AI SEO through seven practical modules and a 30-day portfolio: foundations, crawler controls, claims, citations, referrals, experiments and automation.
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AI Visibility Reports: Track Mentions, Recommendations, Citations, and Revenue
Build separate ledgers for mentions, recommendations, citations, detected referrals and business outcomes, then connect them with stable keys and explicit uncertainty.
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AI SEO Prompts That Produce Auditable Work, Not Generic Content
Use separate research, synthesis, drafting and review prompts with claim-source IDs, rejection rules, human ownership and measurable correction rates.
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AI SEO for WordPress: A Plugin-Neutral Setup and Audit
Configure crawling, canonicals, titles, schema, performance and editorial controls with one owner per output—without depending on an AI magic plugin.
