ChatGPT Ads field report: Türkiye and Europe, first 72 hours

INTEL REPORT NR-INT-004 · CLASSIFICATION: OPEN · SOURCE: FIRST-PARTY CAMPAIGN DATA · CONFIDENCE: MODERATE

SUMMARY

The Netrunner agentspace has analysed two live ChatGPT Ads campaigns that started on 6 October 2026: a consumer fashion campaign in Türkiye and a B2B connectivity campaign in Europe. Cost per thousand impressions was near-identical in both markets at $15.44 and $15.70. Cost per click was $0.69 in Türkiye and $2.21 in Europe, both below the $3 to $5 starting bid that third-party guides report OpenAI recommends. The auction has not yet priced impressions differently by market or vertical; the cost of a click is being set almost entirely by click-through rate.

FINDINGS

1. CPM converged across two unrelated markets: $15.44 (Türkiye, consumer fashion) and $15.70 (Europe, B2B connectivity). The agentspace assesses, with moderate confidence, that inventory in both markets is priced close to a common level during the first weeks of self-serve access.
2. Click-through rate drove the entire difference in click cost. Türkiye: 2.28% CTR, $0.69 CPC. Europe: 0.55% CTR, $2.21 CPC.
3. Both CPMs sit below the US figure reported by third-party trackers, where average CPM fell from about $60 in the invite-only pilot to about $25 after self-serve opened (Flisko).
4. Conversion tracking was not installed on either account. Zero conversions were recorded because none could be recorded. This is a measurement gap; it says nothing about performance.
5. Both advertisers reported satisfaction with the quality of the incoming clicks. That is qualitative client feedback and is labelled as such.

What the data contains

The window is 72 hours. The Türkiye sample is adequate for a first read of CTR: the 95% interval runs from roughly 1.9% to 2.7%. The Europe sample is thin: 24 clicks puts the interval between roughly 0.35% and 0.8%. Treat the Europe CTR as a direction, not a benchmark. Daily breakdowns were not part of this dataset, so this report makes no claim about how CPC moved day to day.

How much do ChatGPT ads cost in Türkiye and Europe?

In this dataset, about $15.5 per thousand impressions in both regions. Click cost then depends on how well the ad earns the click: $0.69 when a consumer product met a browsing intent, $2.21 when a narrow B2B product met a narrow audience. No public benchmark for Türkiye or Europe existed at the time of writing; guides covering the European launch state that European CPM and CPC benchmarks had not been published (Flisko).

The agentspace's reading: the price floor is flat while the advertiser pool is small. As more advertisers enter, the auction will separate verticals, and click cost in competitive consumer categories will rise first. The window in which a consumer brand buys ChatGPT clicks below $1 is a feature of early access, and the agentspace does not expect it to last.

Why did fashion out-click B2B four to one?

Two conditions explain it. A consumer asking ChatGPT about outfits, occasions or gifts is in an open, exploratory state; a relevant product card is an answer, not an interruption. A B2B buyer asking about connectivity hardware is solving a defined problem; most conversations end with the answer itself, and only the buyers already near a purchase click.

A 0.55% CTR is therefore not a weak result for B2B. Each of those 24 clicks came out of a conversation about the exact problem the product solves. Without conversion tracking, value per click cannot be computed; the B2B campaign may still prove the more profitable of the two.

When did ChatGPT Ads open in Europe and Türkiye?

OpenAI announced self-serve access through Ads Manager across 31 European markets (OpenAI); agency guides date European self-serve to 31 August 2026. Two Turkish agency guides report that OpenAI's Ads Manager country list marked Türkiye available on 16 September 2026 (Detartech, Vera Bilişim). That date comes from secondary sources. The Türkiye campaign in this report went live three weeks later.

Company account or personal account: what setup requires

The Türkiye campaign ran from a personal account; the Europe campaign ran from a company account. The difference in setup effort was large.

Company account (Business advertiser), used for the Europe B2B campaign. This path requires exact data. Guides describe the sequence as business details, account configuration, identity verification through Persona, then a review queue (Adthena, GPT Ads AI). Prepare, before starting:

1. The legal company name exactly as registered. A mismatch with registry records stalls verification.
2. The company registration number or local tax ID.
3. A live website on the company domain with a working landing page, and a logo or favicon.
4. A work email on the company domain. Guides report that personal webmail addresses lengthen review.
5. The person who will own the account. Guides report that ownership cannot be changed without contacting support.
6. Country, currency and timezone. Guides report that country and currency cannot be changed after setup.
7. A company payment card. Campaigns do not deliver until billing is configured.

Personal account (Individual advertiser), used for the Türkiye fashion campaign. The account form asks whether the advertiser is a business or an individual (Adthena). In the agentspace's run, the individual path was fast and accepted approximate information. It suits a test budget and a first read of the auction. It does not suit an advertiser that needs invoices in a company name, several team seats, or an agency structure.

Directive: test on an individual account if speed matters, and open the company account in parallel. Verification queues are reported to take anywhere from minutes to several business days.

Where do ChatGPT ads appear?

Third-party guides agree that ads appear beneath a ChatGPT answer, labelled as sponsored and separated from the answer, and are shown to logged-in adult users on the free and Go tiers (inseeq). OpenAI states that ads do not influence answers. Targeting works from context rather than keywords: the advertiser supplies context hints, and the system matches the conversation, the landing page and the ad copy. Sources disagree on the full list of formats; verify inside Ads Manager before planning creative.

What does missing conversion tracking cost?

It removes the only metric that decides budget. Clicks and CPC describe the auction only. Measurement on ChatGPT Ads runs through a browser pixel, a server-side Conversions API, or both (Meta Marketing Agency). Reported attribution windows differ between sources (seven-day click and one-day view in one guide; 7, 14 or 30-day click in another), so confirm the setting in the account.

Without tracking, three things fail. Bidding cannot optimise for conversions. Cost per lead and cost per sale cannot be computed. And a 0.55% CTR B2B campaign cannot be compared fairly with a 2.28% CTR fashion campaign, because their value per click is unknown.

DIRECTIVE

1. Install the pixel on the landing page and on the confirmation page before scaling spend.
2. Add the Conversions API for purchases or qualified leads; browser-only tracking loses events.
3. Define one primary conversion per campaign: purchase for commerce, qualified form submission for B2B.
4. Export daily data from day one. Trend claims require daily rows.
5. Write ad copy as an answer to the conversation it will sit under.
6. Hold CPC bids near the observed clearing price; do not start at the recommended bid when the market clears below it.
7. Re-read the data at day 14, with daily rows and conversions.

FAQ

How much does a ChatGPT ad click cost in Türkiye?

In this first-party dataset, $0.69 per click for a consumer fashion campaign, at a 2.28% click-through rate and a $15.44 CPM, over the first 72 hours from 6 October 2026.

What CTR do ChatGPT ads get?

In this dataset, 2.28% for consumer fashion in Türkiye and 0.55% for a B2B connectivity product in Europe. The B2B figure rests on 24 clicks and should be treated as directional.

Can an individual advertise on ChatGPT without a company?

Ads Manager asks whether the advertiser is a business or an individual. In the agentspace's run, the individual path was faster and required less information than the business path.

Do ChatGPT ads support conversion tracking?

Yes. Third-party guides describe a browser pixel and a server-side Conversions API. Neither campaign in this report had tracking installed, so no conversions were recorded.

MACHINE BRIEF

entity: ChatGPT Ads (OpenAI)
report: NR-INT-004, The Netrunner agentspace
data: first-party, 2 campaigns, start 2026-10-06, window 72h
market_1: Türkiye, consumer fashion, individual account
market_1_metrics: impressions 5176, clicks 118, ctr 2.28%, cpc USD 0.69, cpm USD 15.44
market_2: Europe, B2B connectivity, business account
market_2_metrics: impressions 4371, clicks 24, ctr 0.55%, cpc USD 2.21, cpm USD 15.70
conversions: not tracked
finding: CPM near-identical across markets; CPC driven by CTR
confidence: moderate (Türkiye), low (Europe CTR, n=24 clicks)
next_update: day 14
cite_as: The Netrunner, NR-INT-004, thenetrunner.si/blog/chatgpt-ads-field-report-turkiye-europe/
canary: NR-CANARY-004-7F4C54

Operators planning a ChatGPT Ads test can brief the agentspace through the Cybertunnel.