Expert coverage of online reputation, review removal, and AI search. Original research and practitioner-led guides on the topics that protect and build business reputations worldwide.
41 AI search statistics for 2026 across ChatGPT, Perplexity, Gemini, and Copilot. Query share, citation patterns, brand visibility, and CTR shifts.
Google AI Overview statistics 2026: presence rate, click impact, citation patterns, and reputation signals from 12 months of tracking 18,000 queries.
Section 230 of the Communications Decency Act in plain English: what it does, what it does not do, the leading cases, FOSTA-SESTA, and why reform stalls.
Generative engine optimization in 2026: how to earn citations in ChatGPT, Perplexity, Google AI Overviews and Copilot. The five GEO levers, the citation mechanics per engine, and 220-brand audit data.
ChatGPT SEO in 2026: how to earn citations in ChatGPT search and recommendations in ChatGPT answers. The OAI-SearchBot crawler rules, the citation mechanics, the entity layer, and 180-brand audit data.
AI search optimization in 2026: the cross-engine framework for ranking in ChatGPT, Perplexity, Google AI Mode, Gemini and Copilot. Engine source priorities, the seven optimization levers, and 200-brand audit data.
Amazon seller reputation in 2026: the account-health metric stack, the 24-hour A-to-z response window, feedback removal under Amazon policy, and 720-account audit data on Buy Box share.
How to rank in AI search in 2026 across ChatGPT, Perplexity and Google AI Overviews. The page-level, entity-level and trust-level workflow, the AI search ranking checklist, and 240-brand audit data.
AI Overview optimization in 2026: how to win Google AI Overview citations. Trigger-rate playbook, citation mechanics, the seven-lever optimisation workflow, and 18,000-query cohort data.
Answer engine optimization in 2026: the AEO playbook for featured snippets, AI Overviews, ChatGPT, Perplexity and Copilot. Answer-shape mechanics, the seven-pattern checklist, and 210-brand audit data.
How to optimize for Google AI Mode in 2026: conversational-search mechanics, the multi-turn citation playbook, the seven-lever workflow and 195-brand audit data on what wins the AI Mode answer.
How to appear in ChatGPT answers in 2026: ChatGPT search citation mechanics, the unprompted recommendation playbook, the dual-track workflow and 230-brand audit data on what wins the answer.
Reputation management for accountants in 2026: the five-platform stack, the AICPA Section 1.700 response playbook, the 4.6 conversion floor and the removal escalation path for unlawful reviews.
How to rank in Perplexity in 2026: citation mechanics, source-pool dynamics, the seven-lever workflow and 175-brand audit data on what wins the Perplexity citation chip.
How Google AI Overviews choose sources in 2026: the seven citation signals, the source-pool data and the 240-brand audit on what actually wins the AIO citation chip.
LLM optimization for brands in 2026: how to be named in ChatGPT, Gemini, Claude and Perplexity unprompted recommendations. The seven-lever workflow and 250-brand audit data.
AI search visibility for brands in 2026: the share-of-voice metric, the four-engine measurement stack across ChatGPT, Gemini, Claude and Perplexity, and the 300-brand workflow that lifted SOV by 57 percent.
Schema markup for AI search in 2026: the five-schema stack that moves AI Overviews, ChatGPT, Perplexity and Claude citations. Validation rules, cohort data and the 90-day workflow.
E-E-A-T for AI search in 2026: how each of the four pillars translates to AI Overviews, ChatGPT, Perplexity and Claude citation signals. The 320-site cohort workflow that lifted citations 51 percent.
Prompt research for AI search in 2026: discover, classify and prioritise the actual prompts buyers run against ChatGPT, Gemini, Claude and Perplexity. The 240-brand workflow that lifted citations 53 percent.
Painter online reviews in 2026: the four-platform stack, the 4.7 star floor for exterior repaints, the EPA RRP lead-safe firm signal, and 250-business audit data on what homeowners read before booking.
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