Can ChatGPT Mentions Actually Drive Trial Signups? What the Data Shows
I dug into the correlation between ChatGPT mentions, AI visibility scores, and actual trial signups. Here's what the traffic data reveals for SaaS and
Sep 23, 2026
Read →The roost
Field notes from the night shift
What we learn watching AI answer questions about businesses like yours — who gets named, who gets cited, and what actually moves the needle when the answer isn’t you.
What to Do When AI Recommends Your Competitor First: A Diagnosis-to-Fix Guide for UK Small Businesses
When AI recommends a competitor, learn how to verify the pattern, find the cause, improve visibility, and track progress across major platforms.
Sep 21, 2026
Read →AI Visibility Monitoring on a Solo Founder's Budget: How to Track ChatGPT Citations Without Breaking the Bank
Track AI visibility on a budget: test a low-cost trial, measure your AI visibility score, monitor competitors and know when to upgrade.
Sep 21, 2026
Read →Scaling AI Visibility Monitoring Across Client Accounts: An Operations Guide for Agencies
Managing AI visibility monitoring for dozens of clients? I break down the API workflows, standardized metrics, and dashboard tactics UK agencies need
Sep 18, 2026
Read →Share of Voice in AI Answers: The New Marketing Metric Leadership Actually Wants to See
Learn how to define, calculate and report AI share of voice in the UK, using AI visibility scores and brand monitoring to track performance over time.
Sep 16, 2026
Read →Why Solo Founders Need a Weekly AI Visibility Digest (Not Daily Manual Checks)
Solo founders don't have time to query ChatGPT, Claude, and Gemini every day. Here's why a weekly AI visibility digest gives you the same insight in 1
Sep 14, 2026
Read →Tracking Competitors' AI Mentions: A SaaS Playbook for Winning Share of Voice in ChatGPT, Claude, and Gemini
Track competitor AI mentions, share of voice and AI visibility score across ChatGPT, Claude and Gemini to uncover gaps, improve rankings and win sales
Sep 11, 2026
Read →Understanding Your AI Visibility Score, Explained: A Marketer's Guide to Reporting AI Search Performance
What actually goes into an AI visibility score, and how do you present it to leadership? I break down query coverage, position-weighted citations, and
Sep 4, 2026
Read →Stop Manually Checking ChatGPT: How to Automate Your AI Visibility Score Tracking
Track your AI visibility score automatically, monitor ChatGPT citations, and save UK solo founders hours every week with automated AI tracking.
Sep 2, 2026
Read →How ChatGPT Decides Which Brands to Recommend: A Technical Breakdown for Product Marketers
Learn how ChatGPT citations work, which sources influence AI recommendations, and how brands can improve visibility, trust, and share of voice.
Aug 31, 2026
Read →AI SEO vs Traditional SEO: A Comparison Framework Marketing Teams Can Take to Leadership
AI SEO and traditional SEO aren't the same game. Here's the side-by-side comparison marketing teams need to report share-of-voice and AI visibility da
Aug 28, 2026
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