ChatGPT ads pilot: six weeks, fixed fee, live by day 14
We run your conversational AI ad campaigns
When a shopper asks ChatGPT what to buy, the answer can now carry a sponsored card. We use our panel of AI shoppers to pick the buying questions worth paying for, then run the campaign in your own ad account.
Six-week pilot, $7,500 fixed. Live by day 14 or the fee comes back. Ad spend goes directly to OpenAI, not marked up.
Where should I stay in Lisbon for a long weekend with my partner?
For a couples trip, the Alfama and Chiado districts are ideal. A few well-rated boutique stays book up fast this time of year:
Adults-only boutique stays in Alfama. 9.4/10 across 4,200 verified guest reviews. Free cancellation.
Check datesIllustrative example. Fictional brand.
What a conversational ad looks like
Native sponsored cards inside the AI answer, not banners bolted on top. They read as part of the conversation, so the copy has to earn trust the way the assistant's answer does: proof-led claims backed by reviews, ratings, and provenance. These are illustrative examples across four categories, built to show the format and the creative discipline, not real campaigns.
Finance
What's a good travel rewards card with no foreign transaction fees?
A few cards stand out for travel, depending on whether you want flat-rate points or transferable miles:
3x points on travel and dining, no foreign transaction fees. Rated best travel card 2026 by an independent reviews panel.
See termsWellness
Best way to stay consistent with strength training at home?
Consistency usually comes down to a simple plan and minimal setup. A guided app plus a compact equipment set works well:
Progressive strength programs in 20 minutes a day. 4.8 stars from 60,000+ members. First two weeks free.
Start freeBeauty
What's a gentle daily moisturizer for sensitive, acne-prone skin?
For sensitive and acne-prone skin, look for fragrance-free, non-comedogenic formulas with ceramides:
Fragrance-free ceramide moisturizer, dermatologist-tested. Non-comedogenic, awarded a 2026 skincare seal.
Shop nowIllustrative examples. Brand names, ratings, and awards shown are fictional and for format demonstration only. Live creative is written per brand against verifiable, citable proof points.
Format range
The sponsored card is live in ChatGPT today, and visual ads start testing there in October 2026. Other AI ad networks already offer more interactive formats. We map your creative to the formats each surface supports, and build for the ones still rolling out.
Sponsored cardChatGPT, live
A native ad card inline in the answer. Text mode shows the logo only; image mode adds a product photo.
Visual adChatGPT, testing from October 2026
An ad shown while a buyer generates images, labelled and kept separate from the image. Built to help buyers picture the product in use.
Sponsored promptOther AI ad networks
A clickable follow-up question that continues the conversation toward your brand at the moment of interest.
Sponsored pollOther AI ad networks
An interactive poll placed mid-conversation. Engagement-first, useful for consideration and research intents.
Attention is moving from feeds and results to conversations
Keyword and social advertising worked on a simple model: match a keyword or an audience, show an ad, get a click. Attribution was imperfect but predictable, and the buyer was in control of where they looked.
In a conversation, the assistant answers the query before the buyer sees any links. ChatGPT synthesises a recommendation from its training data and citation sources, then surfaces a sponsored card based on the intent in the prompt. That intent is the new inventory: a buyer telling an assistant exactly what they want is worth more than a buyer typing two words into a search box.
It is also riskier. If your entity architecture is weak, the AI may cite a competitor organically while showing your paid card, and the two contradict each other. The brands winning here treat organic GEO and paid placement as the same problem. We do too.
AI advertising isn't a new channel. It's a different kind of trust problem
Search, social, and video all ran on attention and reach. AI advertising runs on authority and relevance. The mechanics are entirely different.
| Dimension | SearchGoogle, Bing | SocialMeta, TikTok | VideoYouTube, CTV | AIChatGPT, Perplexity |
|---|---|---|---|---|
| What triggers an ad | Keyword match | Audience profile | Content context | Conversational intent and entity authority |
| Ad format | Text link above results | Image or video in feed | Pre/mid-roll video | Sponsored card inside AI answer |
| Trust dynamic | Buyer scans and skips | Buyer swipes past | Buyer waits it out | Buyer reads it as part of the answer |
| Organic vs. paid | Separate tracks | Separate tracks | Separate tracks | Must be aligned: contradictions destroy trust |
| Creative requirement | Headline and short copy | Visual, pattern-interrupt | Story arc, 15-30s | Proof-led, verifiable claims only |
| Attribution maturity | Mature (GA4, pixel) | Mature (pixel, MMP) | Partial (view-through) | Emerging. Building now. |
The AI column isn't better or worse. It operates on different rules. Brands treating it like search or social will underperform.
From zero to live AI ad campaign in 14 days
We don't run discovery for six weeks before anyone sees results. The 14-day AI Ad Sprint gets your account live, your first pilot running, and your attribution framework in place, fast enough to generate signal before your next board meeting. Then the retainer runs on a fixed rhythm, not ad-hoc check-ins.
- Days 1 to 3
AI ad readiness audit
We audit your brand's current entity architecture, citation share of voice across ChatGPT and Perplexity, and competitor positioning. You get a clear baseline, plus a ranked list of the intent clusters worth buying.
- Days 4 to 7
Account setup and creative
We configure your AI Ad Manager account, map your top 3 to 5 conversational intent clusters to sponsored card placements, and develop proof-led creative for each. Every ad is cross-referenced against your organic GEO position.
- Days 8 to 12
Pilot campaign launch
First campaigns go live. We monitor citation alignment, checking that your organic AI answer and paid card are consistent, and iterate creative based on early engagement signals.
- Days 13 to 14
Attribution and reporting
We install the attribution framework that tracks AI-sourced clicks through to conversion, set up your monthly AI SOV report, and hand you a 90-day roadmap for scaling what's working.
- Day 14
What you have after 14 days
- Live AI ad campaign across your top intent clusters
- GEO and paid alignment verified: organic and paid say the same thing
- Attribution pipeline from ChatGPT click to conversion event
- A ranked backlog of the next intent clusters to activate
Then, under the retainer
AI Discovery refreshes daily across ChatGPT, Gemini, Claude, and Grok. Competitor citation shifts are flagged as they happen.
Bid and pacing optimization, creative iteration, and citation-alignment QA so the organic answer and the paid card stay in step.
New intent clusters activated from the AI Media Planner backlog, ranked by commercial value.
Strategy review with the founder, a full performance report, and the scope for the month ahead.
We run as an extension of your media team
You do not buy a tool and then staff it. Mapou runs the campaigns end-to-end: strategy, creative, optimization, and reporting, using category benchmark data from app.mapou.ai. ChatGPT is where placement is live today. We build every campaign so it ports to Gemini, Claude, and the rest of the AI open web as their inventory opens.
The campaigns work because the measurement underneath them is the mapou Panel, the same monthly reading of AI shoppers mapou publishes as research. We measure how AI assistants alter commercial decisions inside high-intent consumer categories, and we use that as the bid signal. That is why our ChatGPT ads optimize against prompts that actually drive purchase, not prompts that look like they might.
Strategy
Conversational funnels mapped to your KPIs
Before you buy a single impression, we define the conversational funnels, intent clusters, and performance objectives that map to your business. We build a prompt taxonomy from mapou's category benchmark data: the queries buyers actually ask, the entity relationships AI models use to answer them, and where your brand sits in those responses today.
Covers prompt taxonomy, intent clusters and entity authority.
Execution and optimization
Build, launch, and tune across premium inventory
We configure the ads manager, engineer your knowledge set, and write proof-led sponsored card creative for each intent cluster. Then we manage bids and pacing, set brand-safety exclusions, and run citation-alignment QA: the organic answer and the paid card must tell the same story, or trust collapses. Copy is backed by verifiable signals, reviews, certifications, and provenance, not just attention.
Covers knowledge-set engineering, proof-led creative, bids and pacing.
Reporting and insights
See every decision the campaign makes
A live app.mapou.ai workspace shows which prompts you win and lose, which competitors appear in your place, and what each campaign is bidding on and why. Weekly performance reporting and a monthly strategy review turn the data into the next set of moves. The dashboard is the proof we use to scope month two.
Covers AI Discovery, AI Media Planner, tests and lift.
Live dashboard at app.mapou.ai
You don't buy a service and a tool separately. They're the same product: you watch every decision land in app.mapou.ai in real time.
AI Discovery
Which prompts your brand wins and loses across ChatGPT, Gemini, Claude, and Grok. Which competitors appear in your place. Updated daily, with citation gaps ranked by commercial value.
AI Media Planner
Prompt clusters scored by commercial intent, mapped to the campaigns we're running. You see the exact prompts being bid on, why, and what the benchmark says about their conversion likelihood.
Tests and lift
Before-and-after citation rate, sponsored-card CTR, and prompt-to-purchase attribution on every campaign change. The dashboard is the proof we use to scope month two.
Six-week pilot
$7,500 fixed
Category read on the panel, intent mapping, account setup, tracking, creative, and four weeks live. Live by day 14 or the fee comes back. Our first five clients pay $5,000 and let us publish the results.
After the pilot, if it works
$4,000 a month
Weekly optimization, creative iteration, monthly review, and your app.mapou.ai workspace. Half the pilot fee is credited to the first month. Ad spend paid direct to OpenAI.
How we manage your budget
Your account, your money, your cap. Our job is to spend it only where the panel shows paid placement is the way in.
- 1Find the questions you can only buyThe panel shows every buying question where AI recommends a competitor instead of you. Questions answered from sources you can influence go to your content team. Questions AI answers from memory, where pages move slowly, become the paid plan.
- 2Size a pilotSix weeks on 3 to 5 intent clusters, with enough budget in each to read the results. Before we quote, we check that sponsored cards actually show on your category's buying questions. If they don't, we tell you, and you don't pay for a pilot that can't work. There is no published minimum spend.
- 3Run it in your accountYou own the ChatGPT Ads Manager account and pay OpenAI directly, with no markup. mapou works inside it with manager access, so your data and history stay yours.
- 4Move money to what works, inside your capYou set a monthly cap. Each week we shift spend between clusters toward what is performing, and log every change in your workspace. Raising the cap always needs your sign-off.
- 5Report organic and paid togetherLive in your workspace, with a weekly summary and a monthly review. For each buying question you see whether the AI recommended you, whether your ad showed, and what happened to your share.
The window for first-mover advantage is open. Not for long
ChatGPT's sponsored card format is new enough that category leaders haven't locked in their positions. Auction dynamics are still forming. The brands who establish entity authority and conversational intent mapping now will be harder to displace when competition intensifies.
Attribution is still imperfect, but that's temporary. OpenAI is building out measurement infrastructure. The brands running pilots now will have the historical data advantage when prompt-level attribution becomes standard.
We work with a small number of clients at a time. If your category is one we're not already working in, now is when to move.
“The organic answer and the sponsored card need to tell the same story. If they don't, the buyer notices, and the AI notices too.”
Frequently asked
Common questions about ChatGPT advertising, the organic-paid flywheel, and the AI Ad Sprint.
What is conversational AI advertising?
Advertising that runs inside AI assistant conversations instead of search results or social feeds. When a buyer asks ChatGPT, Gemini, or another assistant a question, the answer can include a native sponsored card. You buy that placement against the intent in the prompt, not a keyword or an audience profile. It captures demand the moment it emerges, while the buyer is still describing what they want.
What does the managed service include?
Three things end-to-end. Strategy: we define your conversational funnels, intent clusters, and KPIs using mapou's category benchmark data. Execution and optimization: we configure the ads manager, engineer your knowledge set, build proof-led sponsored card creative, manage bids and pacing, and watch citation alignment between the organic answer and the paid card. Reporting and insights: a live app.mapou.ai workspace with AI Discovery and AI Media Planner, plus a monthly strategy review. We run as an extension of your media team, not another tool to staff.
Which AI platforms can you advertise on?
ChatGPT is where paid placement is live today. OpenAI opened its self-serve Ads Manager in May 2026 with CPC bidding, a tracking pixel, and a Conversions API. We build every campaign so it ports to Gemini, Claude, and the rest of the AI open web as their ad inventory opens, because the underlying work, intent mapping and entity authority, is the same across engines. The dashboard already measures your visibility across all four engines today.
Who owns the ad account and the budget?
You do. The ChatGPT Ads Manager account is yours and you pay OpenAI directly, with no markup; mapou works in it with manager access. You set a monthly cap. Inside it, we move spend between intent clusters each week toward what performs, and every change is logged in your workspace. Raising the cap always needs your sign-off.
How does pricing work?
Every brand starts with a six-week pilot at a fixed $7,500: two weeks of setup (category read on the mapou panel, intent mapping, account setup, tracking, creative) and four weeks live. Our first five clients pay $5,000 in exchange for a published case study. If the campaign is not live by day 14, the fee comes back. After the pilot, ongoing management is $4,000 a month, with half the pilot fee credited to the first month. Ad spend is paid directly to OpenAI by you, not marked up by us. Media is bought on CPC, with CPA bidding to follow as the platform ships it.
What happens at the end of the pilot?
Before kickoff we agree one number to judge it by, such as cost per click or cost per sign-up, plus a target, and we track how often the AI names you on the same questions without the ad. At week six you pick one of three: keep going on the monthly retainer, run four more weeks on new questions if the signal is promising but thin, or stop. If you stop, you keep the category read, the ad account and the creative.
What do the ad formats look like?
Native sponsored cards inside the AI answer. They read as part of the conversation, so the copy has to earn trust the same way the assistant's answer does: proof-led claims backed by third-party reviews, ratings, certifications, and citation provenance. Display-style or pattern-interrupt creative underperforms here. OpenAI starts testing visual ads in ChatGPT's image-generation experience in October 2026 with a first group of US advertisers; they sit beside the generated image, clearly labelled. The gallery on this page shows illustrative examples across travel, finance, wellness, and beauty.
What does the app.mapou.ai dashboard show me?
AI Discovery: which prompts your brand wins and loses across ChatGPT, Gemini, Claude, and Grok, and which competitors are appearing in your place. AI Media Planner: prompt clusters scored by commercial intent, mapped to the campaigns we run. You see exactly what the campaign is bidding on and why, with the same benchmark data we use to make decisions.
Who sees ads in ChatGPT?
Free-tier and ChatGPT Go ($8/month) users. ChatGPT Plus ($20), Business, and Enterprise tiers remain ad-free. The rollout started in February 2026 in the US, expanded to UK, Brazil, and Japan in May 2026 with more markets to follow.
How often do ads appear in AI answers?
Wired ran 500 prompts on the ChatGPT mobile app and reported that roughly one in five questions in a new conversation thread triggered a sponsored card (Reece Rogers, Wired, 2026). Travel and shopping prompts trigger most often. Separately, Profound found that across 260M prompt-level results only about 6% trigger the shopping surface reliably, and eligibility is a stable property of the prompt. Which is exactly why prompt-level intent mapping is the whole game.
What is the organic-paid flywheel?
When the AI cites your brand as the organic recommendation and your sponsored card appears alongside saying the same thing, trust compounds and conversion rate rises. We build the citation foundation first using app.mapou.ai's AI Discovery data, then time paid activation to match the authority already established.
How do you measure performance?
AI Share of Voice (the percentage of category prompts where the brand is cited or appears in a sponsored card across ChatGPT, Gemini, Claude, and Grok), citation alignment between organic answer and paid card, the platform pixel and Conversions API for purchase and sign-up tracking, and prompt-to-purchase attribution from AI-sourced clicks. OpenAI is adding support for attribution partners such as Kochava, so ChatGPT results can sit inside the web and app measurement you already use rather than in a separate silo. Impressions are counted on the IAB viewability standard (at least 50% of the card in view for at least one second), so reported reach means cards a buyer could actually read. CPC and CTR lead the report, with CPM alongside.
Is advertising in ChatGPT brand-safe?
OpenAI has brand-suitability partnerships with DoubleVerify and Integral Ad Science, so you can verify where your ads ran with the same vendors you use on other channels. It is also adding exclusion targeting, which lets you keep campaigns out of contexts that don't fit the brand. We set your exclusions at launch, review the suitability reports weekly, and tighten them as the campaign learns.
How fast can we go live?
Fourteen days from kickoff to first campaign live. Days 1-3 audit and intent mapping; days 4-7 account setup, knowledge-set engineering, and creative; days 8-12 pilot launch and citation-alignment QA; days 13-14 attribution and 90-day roadmap. Then four weeks live inside the six-week pilot, and weekly optimization under the retainer after that.
Can we run ads without doing organic GEO first?
Technically yes, in practice no. A sponsored card that contradicts what the AI says organically destroys trust faster than no card at all. We always start with a baseline citation audit so paid placement and organic answer point at the same brand story. That audit is included in setup.
Book a 30-minute strategy call
We'll walk through your category's numbers from the mapou Panel, show which prompts competitors are already winning in ChatGPT, and check whether a six-week pilot makes sense for you. You leave with the data either way.
Six-week pilot, $7,500 fixed. Ad spend goes direct to OpenAI, not marked up.