Opportunity assessment
Business goals, category fit, customer journey, platform eligibility, conversion readiness, and risks.
AI Ads Labby Good Media Group
A new ad channel deserves experienced judgment.
AI Ads Lab helps thoughtful brands evaluate, launch, and learn from ChatGPT advertising through a structured pilot - without pretending an emerging platform comes with years of settled best practices.
Independent service. Not affiliated with or endorsed by OpenAI.
What is AI Ads Lab?
A structured 8–12 week ChatGPT advertising pilot.
AI Ads Lab is Good Media Group's independent service for brands that want to evaluate ChatGPT Ads with a defined strategy, campaign build, measurement plan, active optimization, and a clear recommendation at the end of the test.
Why the pilot exists
Early does not have to mean reckless.
ChatGPT advertising is a live, rapidly evolving channel built around conversational intent rather than traditional keyword matching. The opportunity is real; the benchmarks are still developing. Our pilot creates a disciplined way to learn.
OpenAI's current Ads Manager documentation includes campaign objectives, budgets, country targeting, ad groups built around themes and intent, creative assets, and measurement workflows. Platform access, features, and policies can change, so every pilot begins with a current eligibility and policy review.
The ChatGPT Ads Pilot
Five steps from curiosity to clarity.
A focused engagement designed to determine whether the channel deserves a larger role in your media strategy.
Pilot strategy
Objective, audience and intent hypotheses, messaging, offer, budget, landing page, and success criteria.
Build and launch
Account support, campaign structure, ad development, tracking, quality assurance, and launch.
Active optimization
Pacing, messaging, bids, creative, conversion path, lead quality, and campaign learnings.
Findings and recommendation
What worked, what did not, what remains uncertain, and what your brand should test next.
Founding pilot investment
Plan for 8–12 weeks. Continue only when the data earns it.
The pilot is structured as an 8–12 week learning window: eight core weeks, with four additional validation weeks when the early data warrants a longer read.
Core eight-week pilot
$4,500
Professional fees, plus advertising spend paid directly to the platform.
- Business, channel, and platform-fit assessment
- Campaign strategy, messaging, and measurement plan
- Campaign build, tracking support, and launch
- Eight weeks of active management and optimization
- Bi-weekly performance reports with a monthly performance discussion during the pilot
- Final findings and strategic recommendation
Minimum recommended media investment
$2,000+ per month
Media is paid directly to the advertising platform. $2,000 per month is the minimum recommended starting point; we may recommend a higher investment based on category, market, conversion economics, and the amount of data needed to make a useful decision.
Optional validation phase
Four additional weeks · $1,000
Continue through week 12 when early results are promising but not yet conclusive, conversion volume is limited, or another creative or intent test would materially improve the recommendation.
Maximum professional fees through week 12$5,500
Reporting cadence: Performance reporting is delivered bi-weekly, with a monthly performance discussion for the duration of the pilot. Once a strategy is locked in, proven successful, and transitioned to ongoing management, the standard cadence scales back to a monthly performance review unless the program requires more frequent oversight.
Expanded pilots involving multiple markets, products, landing pages, or complex measurement may require a custom scope.
Fit matters
Built for brands ready to learn responsibly.
The pilot is designed to reduce uncertainty, not manufacture certainty where the data does not yet exist.
Strong fit
Your brand may be ready if…
- You have a clear product, service, and conversion path
- You can track meaningful customer actions
- You already understand your basic marketing economics
- You value structured experimentation and honest reporting
- You have enough budget and time to generate useful learning
Probably not yet
We may recommend waiting if…
- You need guaranteed immediate revenue
- Your offer or sales process is not yet functional
- You cannot measure leads, sales, or customer actions
- Your category conflicts with current platform policy
- You expect a new channel to solve a foundational business problem
For agencies
Add the capability without building it from scratch.
AI Ads Lab is available as a white-label or behind-the-scenes partner for select agencies. You keep the client relationship; we support the strategy, education, execution, reporting, and team training.
Explore agency white-label supportFrequently asked questions
Questions good marketers should ask.
Can you guarantee results?
No. We guarantee thoughtful strategy, experienced execution, transparent reporting, and a clear recommendation based on the available evidence. An emerging channel should not be sold with false certainty.
How much budget do we need?
The founding pilot is $4,500 in professional fees for the core eight weeks, plus a minimum recommended media investment of $2,000 per month paid directly to the platform. A four-week validation phase may be added for $1,000 when the early data supports continuing, making the full pilot 8–12 weeks.
How long does the pilot run?
The pilot runs 8–12 weeks. The first eight weeks are the core test; at the week-eight review, we either conclude with a recommendation or continue through four validation weeks when the data is promising but not yet conclusive.
Are you affiliated with OpenAI?
No. AI Ads Lab is an independent service of Good Media Group. ChatGPT and OpenAI are trademarks of OpenAI. Platform features, eligibility, pricing, policies, and availability may change.
Apply for the pilot
Let’s find out whether ChatGPT advertising belongs in your strategy.
Tell us about the business and what you want to learn. We will review fit before recommending spend.