Running Robust A/B Tests for Generative Answers: Design, Metrics & Power
Guide to A/B experiments for SGE/AEO: experiment design, primary metrics, sample-size and power calculations, stopping rules, and analysis checklist for 2026.
Jan 10, 2026
Guide to A/B experiments for SGE/AEO: experiment design, primary metrics, sample-size and power calculations, stopping rules, and analysis checklist for 2026.
Jan 10, 2026
Turn AI-first, zero-click exposure into subscribers: lead magnets, microflows, consent UX, and A/B testable KPI playbooks for SGE/AEO-driven traffic.
Jan 9, 2026
Practical playbook to detect AI snippet drift: use SERP APIs, Search Console, real‑time dashboards and alerts, plus remediation SOPs to protect brand citations.
Jan 6, 2026
Practical E‑E‑A‑T playbook to govern AI-triggered purchases and bookings: verification, provenance, UX safeguards, auditing, with KPIs to reduce fraud.
Dec 27, 2025
Privacy-first on-device and edge patterns for generative snippets: reduce LCP, design cache keys, balance personalization, and protect user data at scale.
Feb 2, 2026
Practical strategies to cut camera-to-answer latency for real-time visual queries: on-device inference, WebCodecs/WebTransport, progressive UX, and Core Web Vitals tuning.
Jan 3, 2026
Audit and harden JSON‑LD and schema to endure Google AI Mode & Web Guide changes—inventory, fallbacks, provenance, testing, and governance for long‑term visibility.
Jan 1, 2026
Measure AI‑first performance: answer presence, source citations and conversational (no‑click) conversions — and align KPIs with Core Web Vitals & speed.
Dec 24, 2025
Prioritize images, video and data for agent-ready rewrites: scoring, metadata, workflows and KPIs to boost inclusion in AI-driven answers.
Jan 26, 2026
A tactical guide to building topical micro-clusters that power follow-up prompts and AI agents—architecture, schema, content ops, and KPIs for AEO success.
Jan 4, 2026
Apply E‑E‑A‑T to text, images and charts for multimodal search. Markup, bylines, captions and visualization tactics to earn conversational snippets and citations.
Nov 24, 2025
Apply E-E-A-T to conversational outputs: build authoritative snippets, source chains, and trust signals with schema, author bios, and topical clusters.
Nov 10, 2025
Design micro-landing pages that convert AI-driven local leads: templates, call-verification workflows, and post-click UX tactics to improve quality, compliance, and ROI.
Jan 29, 2026
Practical guide for local businesses: manage GPC/CCPA opt‑outs, verification workflows and reputation controls for AI-driven live search.
Dec 23, 2025
Guide for brick‑and‑mortar businesses: call attribution, opt‑outs, legal compliance, and trust signals on Maps, Local Services Ads and voice channels.
Nov 25, 2025
How to make local business profiles AI-ready: accept reservations, expose agent actions, and verify real-world presence to boost visibility and trust now.
Nov 10, 2025
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