The ChatGPT Ads
operator's library.
A growing library of pillar guides and deep-dive spokes on running paid acquisition inside ChatGPT — seven live today, more in production. Written for senior in-house growth marketers who already understand the discipline.
What Are ChatGPT Ads? A 2026 Operator's Guide
The plain-English explanation of how sponsored placements work inside ChatGPT, who can run them, what to expect on cost and timing, and where the channel fits in a real performance program.
ChatGPT Ads Manager — Account Setup From Zero
The five-step OpenAI Ads Manager Beta setup flow walked through end-to-end — sign-up, Persona verification, account info, billing, team invites — plus the rejection reasons we've seen onboarding client accounts.
What Are Context Hints in ChatGPT Ads? A 2026 Field Guide
What context hints are, how they differ from keywords, the Audience–Intent–Topic anatomy, the five hint patterns, and 12 worked examples across B2B and e-commerce.
How Much Do ChatGPT Ads Cost? Pricing, CPC & CPM Explained
No rate card, no guesswork. How ChatGPT Ads price through a relevance-weighted second-price auction — CPM vs CPC, the $3-5 starting bid, what drives your cost, and worked cost examples by vertical.
ChatGPT Ads Manager — The Complete Guide to OpenAI Ads Manager Beta
The full tour of OpenAI's Ads Manager Beta — how to access it, the campaign / ad-group / ad hierarchy, guided UI vs bulk upload, reporting, and what the beta can and can't do yet.
ChatGPT Ads Examples — What They Look Like + Real Results
What a ChatGPT ad actually looks like — the six components, real placements, the brands already running them, example copy by vertical, and anonymized campaign results.
ChatGPT Ads Context Hint Examples — Templates by Industry
40+ copy-paste context hint templates across B2B SaaS, DTC, services, healthtech and more — grouped by the five proven patterns, with strong-vs-weak contrasts.
Measurement & Attribution for ChatGPT AdsComing soon
UTM conventions, server-side tracking, GA4 setup, the limits of platform attribution, and how to build a defensible revenue picture.
ChatGPT Ads vs Google Ads vs Meta AdsComing soon
Side-by-side on intent, CPC, creative format, attribution windows, and which budget to shift first. With a worked CAC reallocation example.
Creative Production for AI-Native ChannelsComing soon
Conversational copy frameworks, prompt-aware creative briefs, motion vs static, and the weekly creative pipeline we run for every client.
Compliance, Disclosure & Brand Safety on ChatGPTComing soon
Restricted categories, disclosure requirements, landing page rules, and how to keep an account in good standing through scale.