The window is closing
Average CPC on ChatGPT Ads is 3-5 dollars today. On Google, the same-intent B2B searches can exceed 250 dollars. As competition grows, that gap will close. Early movers finish the learning curve before their rivals do.
ChatGPT Ads is now live in 7 countries. Turkey is not yet covered. If you export, review the access model below.
ChatGPT Ads
Be one of the first brands to advertise inside ChatGPT.
When Google AdWords opened in 2000, the early movers dominated the market for years. ChatGPT Ads is at exactly that point today: CPCs are still 3-5 dollars, competition is thin, inventory is not yet saturated. Webtures runs the whole process from setup to feed, from campaigns to measurement, and builds the organic AI visibility that advertising cannot buy, all under one roof.
Why now
Search is being rewritten for the first time in 25 years.
Users no longer scan ten blue links. They ask, get an answer, and decide. On that journey your brand is either inside the answer or nowhere. On 9 February 2026 OpenAI placed ads in ChatGPT and, in the first six weeks, reached 100 million dollars in annualised revenue and more than 600 advertisers. This is not an experiment; it is the birth of a channel.
Ads cannot buy the organic
OpenAI's Answer Independence principle is clear: advertisers cannot shape, rank or alter ChatGPT's answers. ChatGPT recommending your brand cannot be bought; that is entirely GEO/AEO work. Anyone who runs the two channels separately loses on both.
Turkey is not next in line
ChatGPT Ads is currently in the US, Canada, Australia, New Zealand, the UK, Japan and South Korea. Turkey and the EU are excluded. This is not an obstacle; it is preparation time. When the channel opens, the brand whose feed, measurement and entity signals are ready scales on day one.
The channel in numbers
The first data from a new channel.
$3-5Maximum CPC range OpenAI recommendsOpenAI Ads Manager
600+Advertisers joined in the pilot's first 6 weeksReuters, March 2026
$100MAnnualised revenue reached in the first 6 weeksOpenAI spokesperson / Reuters
1.5xConversion multiple for ChatGPT-referred usersCriteo early data
73%CTR lift for Copilot ads versus traditional searchMicrosoft Advertising, Aug 2025
$25.9BProjected US AI search ad spend in 2029eMarketer
7Countries where ChatGPT Ads is open to advertisersOpenAI Ads Manager Availability
63%US adults who say they would trust results less if they saw ads in AI answersIpsos Consumer Tracker, Jan 2026
The last figure is deliberately negative. Because trust in AI answers is fragile, creative quality is critical; a well-written, honest ad card does more work here than spectacle.
What it is
What is Webtures ChatGPT Ads Management?
ChatGPT Ads is not a classic PPC channel. There are no keywords, only context hints. There is no quality score, only a relevance-weighted second-price auction. There is no view-through measurement and no third-party verification. So the Google Ads playbook does not transfer one to one; you have to learn the channel by running it, and learning it on a client's budget gets expensive. What we sell is not a campaign setup; it is an integrated system spanning account, feed, creative, measurement, organic AI visibility and ad relevance signal.
Access and setup
Eligible legal-entity assessment, account opening, verification, billing profile, team authorisation and payment configuration. The country choice is permanent and cannot be undone; we make that decision together.
Strategy and context architecture
Purchase-intent map, context-hint clusters, campaign and ad-group hierarchy, negative-context management. We design, systematically, which conversation themes you want to appear in.
Creative production
Ad-card copy, 128x128 favicon production, image variants, an A/B test matrix and landing-page matching. Brand name, favicon, headline, body, image and destination URL all work together in a single card.
Product feed and commerce
A catalogue that matches the OpenAI Commerce feed specification, is_ads_eligible flag management, SFTP upload, GTIN, price and stock hygiene, and ChatGPT Shopping compliance.
Measurement infrastructure
Conversions API and pixel setup, UTM taxonomy, GA4 and data-warehouse integration, and geo-holdout tests. Since the platform does not yet offer incrementality, we measure incremental impact with our own test design.
GEO/AEO integration
The organic AI visibility ads cannot buy: entity building, fact-dense content, structured data, citation gains and multi-engine visibility tracking. For detail, see our Generative Engine Optimization and AI Visibility Web Design services.
Who it is for
Who is this service for?
Exporters and global e-commerce
- Who
- Turkish brands selling into the US, UK, Canada and Australia; Amazon and Shopify sellers; D2C exporters.
- Our approach
- This segment can advertise today. From legal-entity assessment to account opening, from feed setup to a controlled 60-90 day pilot.
- Target
- Keeping blended CPA within 1.5 times your current Google Search CPA across the first 90 days.
Turkey-focused brands (readiness mode)
- Who
- E-commerce, service and B2B brands selling to the domestic market.
- Our approach
- Ad-free AI visibility (GEO/AEO) plus infrastructure that goes live on day one when the channel opens: feed, entity, measurement, creative library.
- Target
- A measurable rise in citation and recommendation share on category prompts.
B2B and SaaS
- Who
- Software, consulting and enterprise service providers.
- Our approach
- Both paid and organic presence on high-intent comparison prompts. Lead-quality-focused oCPC configuration.
- Target
- Meaningfully lower qualified-lead cost than Google for the same intent.
Enterprise and in-house teams
- Who
- Marketing teams that run their own channels but lack AI-channel expertise.
- Our approach
- White-label setup, training and a playbook handover. We stay with you until your team takes over operations.
- Target
- An in-house team able to operate independently within 90 days.
Methodology
A five-stage AI visibility framework
We measure where you stand before spending on ads, and we never try to rescue a weak foundation with advertising. We start small, learn fast, and scale on data.
Diagnose Weeks 1-2
You need to know where you stand before spending on ads. We map 50-100 high-intent purchase prompts in your category and measure your multi-engine visibility.
- ◆Prompt map segmented by information, comparison and purchase intent
- ◆Visibility scan across ChatGPT, Gemini, Perplexity, Copilot and Claude
- ◆Share-of-voice measurement for your top 5 competitors in AI answers
- ◆Technical AI-readiness audit and advertising-eligibility assessment
Output: an AI Visibility Diagnostic Report with a current-state score, a competitor map and a 90-day priority list.
Foundation Weeks 2-5
Advertising does not save a weak foundation; it just costs more. We get the feed, measurement stack and entity signals launch-ready.
- ◆Product feed build and hygiene,
is_ads_eligibleflagging - ◆Structured data: Organization, Product, FAQPage, HowTo, Review
- ◆Entity building: Wikidata presence, consistent NAP, authoritative citations
- ◆Conversions API and pixel, UTM taxonomy, a 28-day-minimum attribution window
Output: a launch-ready feed, a live measurement line and an AI-readable site structure.
Pilot Weeks 6-14
Start small, learn fast, scale on data. We start with a single high-intent theme; opening 10 campaigns at once makes learning impossible.
- ◆Entry via CPC (OpenAI's recommended 3-5 dollar band)
- ◆Context-hint testing: systematically measuring which clusters get delivery
- ◆Creative matrix: at least 4 headlines, 3 image variants, a Brand: Benefit format
- ◆A 5,000-15,000 dollar budget over 60-90 days plus a geo-holdout test
Output: validated winning context clusters, a creative library and real CPA and ROAS data.
Scale Week 15 onward
We write the scaling threshold in advance so no emotional call is made later. If, at 90 days, your blended CPA is within 1.5 times your Google Search CPA, scale; if not, move budget to GEO/AEO.
- ◆CPC to oCPC transition once the performance threshold is met
- ◆Custom audiences: OpenAI blocks audiences under 25,000 matched users, so aim for a 100,000+ raw list
- ◆Geographic granularity: country, state, DMA, postal code
- ◆Category and market expansion, daily budget and pacing optimisation
Output: a scalable, repeatable campaign structure.
Sustain Monthly cycle
This platform changes weekly. Since February it has added a self-serve panel, CPC, oCPC, daily budgets, custom audiences and new countries. We track and adapt at that pace.
- ◆Monthly platform-change briefing and campaign adaptation
- ◆Continuous GEO/AEO content production and citation tracking
- ◆Competitor AI-visibility monitoring
- ◆Preparation for new market launches, especially the EU and Turkey
Output: quarterly strategy revisions and an operation that stays ahead of the channel.
Roadmap
The first 90 days: a weekly plan
| Week | Stage | Main activity | Concrete output |
|---|---|---|---|
| 1 | Diagnose | Prompt map, multi-engine scan | Visibility score and competitor map |
| 2 | Diagnose | Technical audit, eligibility assessment | Diagnostic report and roadmap sign-off |
| 3 | Foundation | Account opening, verification, billing profile | Active ad account |
| 4 | Foundation | Feed build and first upload | Approved product catalogue |
| 5 | Foundation | Measurement stack, schema, landing pages | Live Conversions API and pixel |
| 6 | Pilot | Campaign architecture and creative production | Launch-ready 1 campaign, 3 ad groups |
| 7 | Pilot | Go live: CPC, controlled budget | First impressions |
| 8-9 | Pilot | Context-hint testing, creative rotation | List of delivering and non-delivering hints |
| 10 | Pilot | First performance review | 30-day performance report |
| 11-12 | Pilot | Scaling winners, negative cleanup | CTR and CPC optimisation report |
| 13 | Pilot | Geo-holdout incrementality test | Incremental-impact measurement |
| 14 | Decision | Scaling-threshold assessment | Scale, hold or stop decision |
| Parallel: 1-13 | GEO/AEO | Continuous content, entity, citation work | Monthly AI visibility score |
Differentiator
Advertising buys visibility. It cannot buy the recommendation.
This is the most critical point in understanding ChatGPT Ads. OpenAI's principle is firm: advertisers cannot shape, rank or alter ChatGPT's answers. The model is not even aware an ad exists unless you ask; when you do, it gives a fully neutral assessment and may even criticise the advertiser's product.
| What advertising gives you | What advertising cannot give you |
|---|---|
| A sponsored card below the answer | A brand recommendation inside the answer |
| Measurable clicks and conversions | ChatGPT recommending you |
| Instant visibility | Authority and perceived trust |
| Presence that toggles with budget | Lasting, compounding presence |
| A controlled message | A place in comparison lists |
The right column is entirely GEO/AEO work, and the two sides feed each other: clean structured data, strong entity signals and fact-dense content raise both organic mentions and your ad relevance score. As relevance rises you win more impressions on the same budget; a well-written, lower-bid ad can beat a weak, higher-bid one. Webtures runs both with the same team and the same data set. Split them across separate teams and the multiplier effect disappears.
Turkey access model
Can you run ChatGPT ads in Turkey? No. Here is the real situation.
Let us be plain: ChatGPT Ads is not currently open to advertisers in Turkey. Available countries are the US, Canada, Australia, New Zealand, the UK, Japan and South Korea. There is no official date for the EU; OpenAI has said it will approach Europe country by country rather than as a bloc, and that ads will only be shown to users who opt in. If anyone tells you they are running ChatGPT ads in Turkey, be careful.
Option A
If you sell in an eligible market
If you have a legal entity in, or sales into, the US, UK, Canada, Australia, Japan or Korea, an account can be opened. Critical warning: the account country is permanent and cannot be undone. Make this decision with us.
Option B
If you are Turkey-focused: organic AI visibility
You cannot advertise, but neither can your competitors. This market is won through content authority, entity strength and structured data. Turkish users already research on ChatGPT; the only path to visibility here is organic.
Option C
Readiness mode
The feed, measurement stack, creative library and entity signals are prepared today. When Turkey opens, you are scaling while your competitors are still learning how to open an account.
Measurement and reporting
What we measure, and how we measure what the platform cannot
ChatGPT Ads still has no view-through attribution, brand lift, incrementality or third-party verification. This is the channel's least mature side. To avoid flying blind, we add our own measurement layer on top of the in-platform metrics.
The layer we add
- ◆Geo-holdout tests: incremental impact via a geographic control group
- ◆Server-side conversions: Conversions API measurement resilient to cookie loss
- ◆UTM taxonomy: clean channel separation in your own analytics stack
- ◆Blended CPA tracking: judging the channel within the total marketing mix
- ◆AI visibility score: non-ad organic mention rate, tracked monthly
The monthly Webtures report
- ◆Campaign performance: impressions, clicks, CPC, CPA, ROAS
- ◆Context-hint performance: which clusters get delivery
- ◆Creative performance and rotation recommendations
- ◆Feed health: approval rate and rejection reasons
- ◆Multi-engine organic AI visibility score
- ◆Competitor share-of-voice change and next-month priority list
Packages
The right package for you
| Scope | Starter | Growth · most popular | Enterprise |
|---|---|---|---|
| For whom | First-time AI-channel entrants | Actively advertising brands | Multi-market, multi-category |
| Diagnostic report | Yes | Yes | Quarterly refresh |
| Account setup | Yes | Yes | Multi-market |
| Campaign management | 1 campaign | Up to 5 campaigns | Unlimited |
| Creative production | 4 variants/month | 12 variants/month | Unlimited, video prep |
| Product feed | Basic setup | Full hygiene and optimisation | Multi-catalogue, automation |
| Measurement stack | Pixel | Pixel and Conversions API | Geo-holdout tests |
| GEO/AEO content | None | 4 pieces/month | 12 pieces/month, entity programme |
| Reporting | Monthly | Monthly, biweekly call | Weekly, custom dashboard |
| Dedicated team | Shared | Dedicated specialist | Dedicated team, strategy director |
Media spend is not included in the service fee and is paid directly to OpenAI. The model is postpay; ads are billed after they run. A temporary 100 dollar verification hold may apply when a card is added. For meaningful learning, the recommended minimum media budget is 5,000 dollars (B2B) to 15,000 dollars (e-commerce) over 90 days.
Why Webtures
The channel changed. The problem stayed the same.
16 years, one focus: visibility
We have built search visibility since 2010. The channel moved from Google to ChatGPT; the problem stayed the same: is your brand inside the answer or not?
A regional GEO/AEO pioneer
We were the first team to position Generative Engine Optimization and Answer Engine Optimization in the Turkish market. We are not learning this channel's rules after the fact; we are writing them.
We build our own technology
Brantial is our own platform for measuring AI visibility. We test the methodology we sell to clients on our own product.
Istanbul and London
Local depth in Turkey, eligible-market access in London. For our exporter clients this is an operational advantage. See the results in our success stories.
ChatGPT Ads is at exactly the point Google AdWords was at in 2000. But with one difference this time: advertising cannot buy ChatGPT recommending you. The recommendation has to be earned. A brand that does not do both loses on both.
Kaan Gülten · Founder and CEO, Webtures
Frequently asked
Frequently asked questions about ChatGPT Ads
Can you advertise on ChatGPT from Turkey?
+No. ChatGPT Ads is currently open to advertisers only in the United States, Canada, Australia, New Zealand, the United Kingdom, Japan and South Korea. Turkey and the European Union are not yet covered. However, Turkish brands with a legal entity in those countries, or selling into those markets, can open an account. The account country is permanent and cannot be changed later.
How much do ChatGPT ads cost?
+OpenAI recommends a maximum bid of 3 to 5 dollars for CPC. The default maximum CPM bid is 60 dollars; as inventory has grown, realised rates have settled into the 25 to 45 dollar range. Since May 2026 the self-serve panel has had no minimum spend requirement.
Can advertising make ChatGPT recommend my brand?
+No. Under OpenAI's stated principle, advertisers cannot shape, rank or alter ChatGPT's answers. Ads run in systems separate from the answer, and the model is not aware an ad exists unless you ask. ChatGPT recommending your brand is earned only through organic AI visibility, that is GEO/AEO work.
Where do ads appear in ChatGPT?
+Ads appear below the end of a ChatGPT answer, with a Sponsored label. The ad card contains a brand name, favicon, headline, body text, image and destination link. Typically a single ad is shown per conversation.
Which users see ads?
+Only signed-in users aged 18 and over on the Free and Go plans. Plus, Pro, Business, Enterprise and Edu plans are ad-free. No ads are shown in temporary chats or the Atlas browser.
Does ChatGPT Ads have keyword targeting?
+No. Instead of keywords it uses context hints: free-text phrases defined at ad-group level that describe the conversation themes where your product or service may be relevant. They are not exact matches and do not guarantee delivery.
Can advertisers see my ChatGPT conversations?
+No. Advertisers cannot access user conversations, chat history, memories, name, email, precise location or IP. They receive only aggregated, de-identified performance data. OpenAI does not sell user data to advertisers.
Which industries cannot advertise on ChatGPT?
+Under the launch policy, prohibited categories include adult content and dating, alcohol and tobacco, counterfeit goods, crypto and debt/credit services, gambling, prescription drugs and health claims, legal services, political content and unproven wellness claims. Financial services, healthcare and legal are open only to approved advertisers via case-by-case manual review.
Will ChatGPT Ads replace Google Ads?
+No, at least not today. The channel's volume is far below Google Search. The right positioning treats ChatGPT Ads as a complementary, high-intent channel rather than a replacement. Early Criteo data suggests ChatGPT-referred users convert at roughly 1.5 times the rate of other channels.
How do you measure results?
+Conversion tracking via the Conversions API and pixel, analytics integration through a UTM taxonomy, and incremental-impact measurement with geo-holdout tests. Because the platform does not yet offer view-through attribution, brand lift or third-party verification, we complete that layer with our own measurement design.
How much budget should I start with?
+For meaningful learning we recommend a media budget of 5,000 to 15,000 dollars over 60 to 90 days. Below that, statistically reliable results become difficult. There is no minimum spend requirement on the platform side.
When will I see results?
+First impressions begin 6 to 7 weeks after setup. The first meaningful performance review comes after 30 days, and the scaling decision at the end of 90 days. Context hints take longer to learn than Google Ads; judging the channel on the first 30 days of data is a common mistake.
If I cannot advertise in Turkey, how do I benefit from this service?
+Two ways. First, organic AI visibility: through GEO/AEO work we increase how often you are mentioned in ChatGPT, Gemini, Perplexity and Copilot answers. Second, readiness mode: we build the feed, measurement stack, creative library and entity signals today, so you go live on day one when the channel opens in Turkey.
Can my own team learn to run this?
+Yes, we support that. The Enterprise package includes setup, training and a playbook handover; your team reaches a level to take over operations within 90 days. We can continue in a consulting model after handover.
Next step
Your competitors still do not know ChatGPT has ads.
That will not last long. The channel is live in 7 countries, more than 600 advertisers are inside, and OpenAI keeps opening new markets. In the free AI visibility analysis you get:
- ◆Your current visibility score for 25 critical prompts in your category
- ◆Your top 3 competitors' share of AI answers
- ◆Your advertising-eligibility assessment
- ◆A 90-day priority list
Turnaround: 3 business days · Cost: none · Commitment: none