Millions of buying decisions now start inside ChatGPT, Copilot, and Perplexity. Those answers can carry your ads. They can also recommend you for free.
MadContext works with e-commerce brands on both sides of that: we run the paid campaigns, and we make your products easier for assistants to recommend on their own.
A careful operator made money on it. Merchants running it themselves mostly didn't. What separates them is unglamorous — whether the product feed is clean, and whether conversions are tracked somewhere other than the platform's own dashboard. That's the part we work on.
Read the full research note →Paid placement and organic recommendation run on the same product data. Splitting them across two vendors means fixing the same feed twice.
Campaign strategy, build, and weekly optimization in your own ad accounts. You keep the billing, the data, and the history. We handle feed and catalog readiness, conversational targeting, and conversion tracking wired into your analytics rather than just the platform's dashboard.
Disclosed answer-engine optimization. We restructure product pages and earn the third-party citations that make assistants actually recommend you. No fake reviews. No seeded posts. Everything we do holds up in daylight.
Two slots. Terms written down before we ever talk, and they don't move.
Ask about the pilot →Product feed, landing pages, and tracking audited and fixed. Baseline recorded.
Campaigns live in your account. Weekly readouts: spend, clicks, conversions, ROAS, with denominators. Organic recommendation work runs alongside.
Full readout and a straight recommendation: scale, adjust, or stop.
Your ad budget is $1,500–$3,000 for the six weeks, spent from your own account. Our pilot fee is $750 flat, with no percentage of spend.
You create and own your ad accounts and invite us as an operator, the one agency pattern the platforms' terms permit. Everything — data, history, billing — stays yours.
Every readout shows the platform's reported numbers next to independently-attributed ones. On a channel this young they will disagree, and you'll see the gap. If the channel isn't working for you at pilot scale, the readout says so and we recommend stopping. A clean negative result is a result.