Two things happened at once. AI assistants became a place people ask what to buy, and then became a place they can buy it. The first changes which content gets seen; the second changes whether anyone can tell who influenced the sale.
These guides are written from running programs through that shift, not from forecasting it. Where the evidence is thin — and on AI attribution it is very thin — they say so rather than filling the gap with confident predictions.
AI search visibility (GEO)
Getting cited by ChatGPT, Perplexity and Google AI Overviews — what the research supports, and what it does not.
Agentic commerce and attribution
AI assistants now complete purchases in-chat. What that does to click-based attribution, and what to do before the standards settle.
AI automation for program operations
Where automation genuinely removes work from an affiliate program, and where it quietly creates more.
AI in content, creative and support
The adjacent workflows — creative, repurposing, pricing intelligence and support — where AI is already load-bearing.
Common questions
What is generative engine optimization (GEO)?
GEO is the practice of structuring content so AI answer engines quote it when answering a question, rather than competing for a position in a ranked list of links. The peer-reviewed basis is Aggarwal et al., "GEO: Generative Engine Optimization" (KDD 2024), which found that adding citations, quotations and statistics raised a source’s visibility in generated answers by up to 40%, while keyword stuffing reduced it.
Can brands pay for placement in AI shopping results?
Not in ChatGPT today. OpenAI states that product results are organic and unsponsored, ranked purely on relevance, and that enabling Instant Checkout does not make a product preferred in results. Visibility therefore depends on content quality, product data accuracy and third-party corroboration.
Does AI automation replace an affiliate program manager?
No. It removes specific repetitive tasks — publisher scoring, first-pass outreach drafting, anomaly detection in performance data — while judgement calls like commission architecture, partner negotiation and fraud adjudication remain human. The realistic gain is throughput per manager, not headcount reduction.
How do I measure whether AI visibility work is doing anything?
Set a baseline before changing anything: take your top 20 buying questions, ask each of ChatGPT, Perplexity and Google AI Mode, and record whether your brand is named and in what position. Repeat weekly. Citation behaviour also shifts when models are updated, so a single check tells you nothing.
Related: AI visibility service, AI automation service, and the agency comparison.