October 30, 2026·9 min read
Why Backlinks Alone Are Not Enough For AI Search Visibility
Strong link profile, no AI citations. What links actually buy in answer-engine retrieval, the four jobs they can't do, and how link-rich sites rebalance.
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Showing posts tagged “AI Citations” · 178 articles
September 21, 2026·8 min read
Do Reddit Mentions Still Help AI Search Visibility?
ChatGPT mostly stopped citing Reddit in August. Reddit still matters anyway, for three different reasons. Here's the honest post-collapse playbook.
September 20, 2026·10 min read
Generative Engine Optimization Strategies That Still Work After ChatGPT 5.6
GPT-5.6 broke half the GEO playbook. The strategies that survived: source citing, passage-level answers, docs, entity trust, and weekly measurement.
September 19, 2026·9 min read
Does Blocking AI Crawlers Stop Perplexity From Citing Your Content?
Mostly no. Blocking PerplexityBot removes you from its index, but on-demand fetches and third-party paths remain. What blocking actually changes.
October 30, 2026·11 min read
GEO Spam Is Coming: How To Build AI Search Visibility That Survives
The spam industry is retooling for AI answers: citation farms, seeded threads, guaranteed-citation agencies. What survives the purges that follow.
October 30, 2026·8 min read
How Long Does It Take AI Search Engines To Learn A Brand?
Three separate clocks decide when AI search knows your brand: retrieval in days, corroboration in months, model training in cycles. The real timeline.
September 17, 2026·9 min read
Reddit Citations After ChatGPT 5.6: What Changed For AI Search
The machinery behind ChatGPT's Reddit citation collapse: how retrieval fan-out changed after GPT-5.6, why Reddit rose first, and what it predicts.
September 18, 2026·8 min read
August And September 2026 AI Search News Timeline: OpenAI, Google, Claude, And Perplexity Updates
Dated timeline of the AI search news from August and September 2026: Google's spam update, the Reddit citation drop, GPT-6 Astra, agents, and more.
October 30, 2026·6 min read
Perplexity Hybrid Compute On Mac: What Local And Cloud AI Mean For Search Behavior
Perplexity now splits Mac work between local models and the cloud, keeping sensitive data on-device. What the split does to search behavior and SEO.
September 18, 2026·6 min read
Claude In Chrome Is Generally Available: What Browser Agents Mean For AI Citations
Claude in Chrome went GA on all paid plans. Why live-page browsing changes AI citations: freshness, instant citability, and answers built on logins.
October 30, 2026·6 min read
OpenAI Realtime API Updates: What Production Voice Agents Mean For Search Visibility
GPT-Live-1 put production voice agents in every developer's reach. What spoken answers, phone-calling agents, and invisible citations mean for brands.
October 30, 2026·6 min read
AI Search Weekly: What To Watch In ChatGPT, Google, Perplexity, Claude, Gemini, And Grok
One brief across six AI engines: the citation reshuffles, product moves, and policy shifts from the last six weeks that change SaaS visibility work.
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