Author: Chris Han

AI reputation management means monitoring and fixing what ChatGPT, Gemini and Perplexity say about your brand. Get the playbook, timelines and costs.

Searching “ChatGPT wrong information about my company”? See where each AI gets its facts, fix the page it reads, then track answers until they change.

How long does it take to update business information in ChatGPT or Gemini? First-hand timelines from 18 real site changes—get the refresh playbook.

Negative AI answers usually trace to 1–3 citations. Learn how AI brand sentiment monitoring catches them early, with 3 traced cases. Start tracking today.

When an AI model update causes a brand visibility drop, the first 48 hours decide recovery. Use the 15/3 triage rule and citation-diff playbook to respond.

AI competitor analysis reveals every brand ChatGPT, Gemini and Perplexity recommend before yours. 6-step audit + 30-day data: 19 rivals, 6 hidden from Google.

AI citation gap analysis finds the sources making ChatGPT and Perplexity recommend competitors over you. Get the 7-step method and Flip Score framework.

Does llms.txt work? Matched-pair data from 2,400 domains across eight AI engines shows no AI citation lift. See the evidence and the adopt-or-skip verdict.

What sources does ChatGPT cite? We traced 184,212 citations across ChatGPT, Perplexity and Gemini to rank the domains and source types each trusts — and what to fix first.

Track AI referral traffic in GA4: copy-paste regex channel group, new AI Assistant channel limits, dark traffic fixes, and tying ChatGPT mentions to pipeline.