Blog & Resources
Guides, playbooks and data on winning the AI recommendation.
How to Track Brand Performance in ChatGPT Response Over Time (2026)
How to track brand performance in ChatGPT response over time: freeze the prompt set and cadence, sample each prompt 7 times, then attribute every change.
AI Brand Experience Optimization: The Five Layers Explained (2026)
AI brand experience optimization shapes what a buyer sees when ChatGPT, Gemini, Claude or Perplexity introduces your brand. Five layers, each with a fix.
Why Does ChatGPT Cite Competitors Instead of Your Brand? (2026)
Why does ChatGPT cite competitors instead of your brand? Usually it cites a review site or roundup about them. Five real gap rows, sources and fixes.
How to Audit Your Brand Reputation in AI: A 6-Dimension Method (2026)
How to audit your brand reputation in AI: a frozen prompt set, four LLMs, and a six-dimension rubric from representation to competitor gap, shown on Wise.
Enterprise AI Share of Voice: Measure It by Engine and Market (2026)
Enterprise AI share of voice splits mention, citation and recommendation SOV by engine, market, persona and funnel stage. Formulas, matrix, real scan data.
How to Improve Visibility in AI Search (2026): Diagnose, Then Fix
How to improve visibility in AI search by diagnosing where you lose — Mention, Citation, Sentiment, Recommendation or Source — with one fix per failure.
Ahrefs KW Explorer vs KWFinder (2026): Pricing, KD, AI-Era Verdict
Ahrefs KW Explorer vs KWFinder in 2026: verified prices, keyword databases, KD methods, AI Overview click loss, and which tool fits each use case.
AI Source Monitoring in 2026: Sources, Metrics, Churn and Ownership
AI source monitoring tracks which pages ChatGPT, Gemini, Claude and Perplexity cite about your brand, the claim each feeds, and who owns the fix.
How to Change What ChatGPT Says About My Brand: 6-Step Pipeline (2026)
How to change what ChatGPT says about my brand: trace each claim to its source, pick the owner and fix type, re-test the prompt and log a before/after.
GEO Best Practices Financial Services Teams Can Defend in 2026
GEO best practices financial services teams can defend: YMYL trust, product schema, regulator-safe claims, and how to measure what AI says about rates.
ChatGPT Monitoring for Product Pages: The 2026 Setup Guide
ChatGPT monitoring for product pages, step by step: purchase-intent prompts, competitor and comparison tracking, wrong-price and version checks, fixes.
AI Brand Awareness: The Five-Stage Funnel and How to Measure It (2026)
AI brand awareness is how often ChatGPT, Gemini, Claude and Perplexity name your brand unprompted. Define the five-stage funnel and measure each stage.