The Attribution Problem in AI Ads: Crediting a Sponsored Recommendation
TL;DR → The hard part of AI-ad attribution is not that conversions are difficult to track. It is that the...
Cost-Per-Citation: Pricing Earned Media Against AI Ad CPMs
TL;DR → The number everyone quotes — “earned media costs £X per AI citation” set against a ~$25 ad CPM...
How to Defend Your AI Citation Share Against Sponsored Competitors
TL;DR → A sponsored competitor cannot buy its way into the answer that cites you. Paid content is 0.3% of...
“Answer Independence” Under Scrutiny: Do Ads Bias the Organic Answer?
TL;DR OpenAI’s promise that ads never influence ChatGPT’s answers is almost certainly true — and that is precisely the problem....
ChatGPT Ads for Link Builders: When Sponsored Beats Earned (and When It Doesn’t)
TL;DR Now that you can pay to appear beneath a ChatGPT answer, the real question isn’t “how much do I...
Earned vs Paid AI Citations: The 2027 Visibility Budget Split
TL;DR “Earned vs paid AI citations” sounds like the old organic-vs-PPC split, so most 2026 coverage recommends a ratio —...
The Link Builder’s 2027 Tool and Skill Stack: A Future-Ready Blueprint
TL;DR Every annual stack roundup answers the wrong question. It asks what tools you need — at a moment when...
Compensation and Career Ladders for Link Building in 2027
TL;DR The 2026 salary data contains a contradiction nobody has explained. Roles with AI in the title pay a 27%...
Building a Personal Brand as a Link Building or GEO Consultant: Why the Entity Beats the Audience in 2027
TL;DR The advice you are being sold — post daily, grow the follower count, be everywhere, show your range —...
In-House vs Agency vs Hybrid: The 2027 Operating-Model Decision
TL;DR — “In-house or agency?” is the wrong question because it is asked at the wrong unit. You do not...
