# ChatGPT Ads Examples: What They Look Like, by Vertical (2026)

URL: https://www.gptadsai.com/guides/chatgpt-ads-examples
Updated: 2026-06-17
Type: Guide · Guide
Author: Tarun Kapoor, Founder · GPT Ads AI
Reading time: 13 min

> A ChatGPT ad is a sponsored placement that appears below a relevant ChatGPT conversation, clearly labeled and visually separate from the answer. Every unit is built from the same six OpenAI-defined components: advertiser name, favicon, title, copy, landing page URL, and one image. This guide shows a labeled anatomy mock, the three reference advertisers OpenAI features publicly (Best Buy, Lowe's, VistaPrint), example ad copy by vertical, and GPT Ads AI managed-account engagement observations — clearly labeled as observations, not OpenAI numbers or guarantees.

## What does a ChatGPT ad look like? (Short answer)

A ChatGPT ad is a sponsored placement that appears below a relevant ChatGPT conversation, clearly labeled and visually separate from the organic answer. Per OpenAI, every ChatGPT ad is built from the same six components: advertiser name, favicon (the advertiser logo), title (headline), copy (description), landing page URL, and one image asset (creative). It looks like a single compact, labeled card — a brand favicon, a headline, a line of description, an image, and a link — that enters the conversation below the answer rather than interrupting it. OpenAI selects which ad to show by relevance-weighting it to the context and intent of the conversation.

**Disambiguation:** This guide is about ads that appear INSIDE ChatGPT — the OpenAI advertising product — not about using ChatGPT to write ad copy for Google or Meta. Many articles ranking for "ChatGPT ads examples" are prompt guides for other platforms. This guide shows the real in-platform ad unit.

For the foundational mechanics, see the pillar guide: What Are ChatGPT Ads? (/guides/chatgpt-ads-explained).

## The six components of a ChatGPT ad unit

Per OpenAI's documentation, every ChatGPT ad is assembled from the same six building blocks. There is no second headline, no expandable sitelink, no callout extension in the documented unit — it is a deliberately minimal, unified card:

1. **Advertiser name** — the business name shown on the card.
2. **Favicon** — the advertiser logo, next to the name and the label.
3. **Title (headline)** — the primary line of copy that does most of the persuasive work.
4. **Copy (description)** — a short supporting line that adds the offer, proof, or detail.
5. **Landing page URL** — where the click goes; per OpenAI, UTM and static tracking parameters are supported on landing-page URLs and persist through the click.
6. **Image asset (creative)** — a single image that gives the unit visual weight.

### A labeled anatomy mock, component by component

This is a GPT Ads AI illustration using a fictional brand. Picture a user who asked, "What is the best magnesium supplement for sleep?" ChatGPT returns its organic answer. Below it, clearly separated, a single sponsored card appears:

- **Label plus favicon (1-2):** a label and a round brand favicon with the advertiser name — for our mock, "Rest Labs."
- **Image (6):** a clean product shot of a magnesium glycinate bottle on a neutral background.
- **Title (3):** "Magnesium Glycinate Built for Deeper Sleep."
- **Copy (4):** "Third-party tested. 400mg per serving. Free shipping over $40."
- **URL (5):** a visible link such as restlabs.com/sleep, carrying UTMs so the click lands in analytics as a ChatGPT-sourced session.

That is the whole unit. Because there is no second headline to hide behind, the title and copy have to earn the click on their own. Plan the URL side with the free UTM builder (/tools/utm-builder).

## Where do ChatGPT ads appear, and how are they labeled?

Per OpenAI's documentation, ads appear **below** the relevant conversation — never inside the answer text, never replacing the answer. OpenAI's three trust pillars govern the placement:

- **Clearly labeled** — the unit is labeled as advertising so it is unambiguous.
- **Separate from answers** — visually and functionally distinct from ChatGPT's response; the answer is generated independently of who is advertising.
- **Choice and control** — users have controls over how their data is used for advertising.

Selection is relevance-weighted to the context and intent of the conversation. Per OpenAI, the inputs the system considers include the advertiser's context hints, the landing page, the ad title, and the ad copy. There is no separate, hidden ad format documented beyond the six-component unit.

**Are ChatGPT ads real?** Yes. ChatGPT Ads is an official OpenAI product, live in beta as of 2026 and run through the OpenAI Ads Manager Beta. The six-component unit and the Best Buy, Lowe's, and VistaPrint reference advertisers are all documented by OpenAI. Because the product is in beta and actively evolving, specific capabilities can change — treat anything beyond OpenAI's own docs as unconfirmed.

## Who actually sees these ad examples?

Per OpenAI, ads are shown to **Free and Go users** in the United States, Canada, Australia, and New Zealand. They are **not** shown to Plus, Pro, or any Business-plan user, and not to users OpenAI predicts to be under 18. A Plus subscriber trying to find a ChatGPT ad to screenshot will not see one — by design.

## What real placements look like: Best Buy, Lowe's, and VistaPrint

OpenAI features exactly three advertisers publicly: **Best Buy, Lowe's, and VistaPrint** — the only OpenAI-endorsed reference examples. Each ran the same six-component card below relevant conversations.

- **Best Buy** — Amy Adams, VP of Media, is quoted on OpenAI's materials on the value of showing up where consumers research products and make purchase decisions. Operator read (GPT Ads AI, not OpenAI): the unit fits high-consideration retail research.
- **Lowe's** — featured by OpenAI as a reference advertiser. Operator read: project and "how do I" home-improvement queries are dense with purchase intent and map onto a product or service landing page.
- **VistaPrint** — featured by OpenAI as a reference advertiser. Operator read: the channel can act as a discovery surface that reaches buyers your existing programs may not.

Discipline note: OpenAI has not published the exact creative copy or precise performance numbers for these brands in its public docs, so do not repeat any specific CTR, ROAS, or conversion figure attributed to them — there is no OpenAI source for one. Any other brand names associated with ChatGPT Ads come from third-party press reports, not OpenAI, and should be treated as unconfirmed.

## Example ad copy and title variations by vertical

Because the user is mid-research, the winning pattern we find is **educational, comparison, and outcome framing** — not discount-and-deadline urgency. Everything in this section is a GPT Ads AI illustrative example with fictional brands, not an OpenAI template.

### DTC supplements and eCommerce
Trigger intent: product research ("best magnesium for sleep," "creatine versus creatine HCL").
- Title A: "Compare the Top 5 Magnesium Forms"
- Title B: "Magnesium Glycinate Built for Deeper Sleep"
- Title C: "Third-Party Tested Magnesium — See the Labels"
- Title D: "Which Magnesium Is Right for You? Take the Quiz"
- Copy: "Independently tested for purity. 400mg per serving. Free shipping over $40 and a 60-day guarantee."

Why we think it works: comparison and "see the labels" framing matches a researching buyer and routes to a buy-stage page.

### B2B SaaS
Trigger intent: tool evaluation ("best month-end close software," "automate reconciliation").
- Title A: "Cut Month-End Close Time in Half"
- Title B: "Close Software Built for Controllers — See the Demo"
- Title C: "Compare the 4 Leading Close Tools"
- Title D: "Automate Reconciliation in 30 Days"
- Copy: "Built for finance teams. SOC 2 Type II. Book a 15-minute demo and see your close timeline mapped live."

Why we think it works: lead with the outcome, prove it, route to a demo. Pair with the Clicks (CPC) objective for qualified pipeline.

### Professional services
Trigger intent: "should I hire / how do I" prompts ("do I need a lawyer to file a trademark," "find a fractional CFO").
- Title A: "Fixed-Fee Trademark Filing, Attorney-Reviewed"
- Title B: "Talk to a Trademark Attorney — Free 20-Min Consult"
- Title C: "File Your Trademark Right the First Time"
- Title D: "Trademark Search and Filing, Flat $599 Plus Fees"
- Copy: "Licensed attorneys, transparent flat fees, and a conflict search before you file. Book a free consult — no obligation."

Why we think it works: services buyers are buying trust. Credentials, fixed-fee clarity, and a low-friction consult tend to outperform vague "world-class expertise" claims.

## Comparison table: example ChatGPT ads by vertical

GPT Ads AI illustrative examples, not OpenAI templates or guarantees.

| Vertical | Trigger conversation / intent | Example title | Example copy | Creative | Objective |
|---|---|---|---|---|---|
| DTC supplements | "Best magnesium for sleep?" | Compare the Top 5 Magnesium Forms | Third-party tested. 400mg. Free shipping over $40. | Clean product bottle, neutral background | Clicks (CPC) |
| DTC apparel / gear | "Best trail running shoes for wide feet?" | Wide-Fit Trail Shoes, Built for Long Miles | True-to-size wide last. 90-day trial. Free returns. | Lifestyle shot on trail | Clicks (CPC) |
| B2B SaaS (finance) | "How to speed up month-end close" | Cut Month-End Close Time in Half | Built for finance teams. SOC 2. Book a 15-min demo. | Product dashboard screenshot | Clicks (CPC) |
| B2B SaaS (new category) | "What tools manage RevOps handoffs?" | Compare the 4 Leading RevOps Tools | See where each fits. Free side-by-side comparison. | Comparison-grid graphic | Reach (CPM) for awareness |
| Professional services (legal) | "Do I need a lawyer to file a trademark?" | Fixed-Fee Trademark Filing, Attorney-Reviewed | Flat fees, conflict search, free 20-min consult. | Trust badge or attorney headshot | Clicks (CPC) |
| Professional services (finance) | "How to find a fractional CFO" | Fractional CFOs for $5M-$50M Companies | Vetted operators. Start in 2 weeks. Book a fit call. | Founder or advisor portrait | Clicks (CPC) |

## GPT Ads AI observed engagement patterns (illustrative)

OpenAI has not published precise CTR, ROAS, or conversion figures for any advertiser in its public docs, and we will not invent any. The following are **GPT Ads AI managed-account observations**: anonymized, aggregated, directional patterns. Not OpenAI numbers, not forecasts, not guarantees. Long-form versions are on the case-studies page (/case-studies).

**DTC supplements — observed pattern:** observed CPCs generally land in the lower-to-middle of a broad $1.50-$9 range we see across DTC, SaaS, and services (a GPT Ads AI managed-account observation, not an OpenAI rate). The biggest lever we see is matching the title to the exact research question; in our accounts, comparison and "best X" framing tends to out-click discount framing. We run the channel as a profit-and-loss line from day one.

**B2B SaaS — observed pattern:** demo and trial requests arrive from buyers actively evaluating tools inside ChatGPT — a high-intent, research-mode audience. CPCs in our accounts tend to sit higher than DTC within that same observed range (expected for considered B2B). We see cost-per-lead hold up best when the landing page and the MQL definition are tightened in parallel. Directional observations, not promises.

**Professional services — observed pattern:** trust-led, fixed-fee creative tends to produce better-qualified consults than urgency-led copy. CPCs in regulated categories — legal, financial, health — run materially higher than the rest of our observed range, a pattern we flag in advance. In our experience the win is consult quality, not raw volume.

**Results discipline:** every figure above is a range or a direction on purpose, and none is a guarantee. We do not attribute precise CTR or ROAS numbers to OpenAI, to Best Buy / Lowe's / VistaPrint, or to a specific managed account. Performance depends on offer, margin, market, and execution.

## What makes a ChatGPT ad work versus fail (GPT Ads AI observation)

The unit rewards ads that **enter the conversation** rather than interrupt it. This is a GPT Ads AI observation, not an OpenAI rule.

- Works: educational, comparison, and resource framing that extends the answer ("Compare the Top 5...", "See the labels", "Book a fit call").
- Works: a title that mirrors the research question and a landing page that pays it off immediately.
- Fails: urgency-and-deadline copy lifted from a cold social feed.
- Fails: a generic home-page destination that forces the user to re-find what they were researching.
- Fails: treating context hints like exact-match keywords. Per OpenAI, context hints live at the ad-group level, describe relevant conversations and topics, and do not guarantee delivery in any specific conversation — the system makes the final relevance decision. See the context hints field guide (/guides/context-hints-for-chatgpt-ads).

## How a ChatGPT ad differs from a Google Search ad

The ChatGPT side reflects OpenAI's documentation; the Google side is general industry knowledge.

| Dimension | ChatGPT ad | Google Search ad |
|---|---|---|
| Trigger | Conversation context and intent | Keyword match on a query |
| Targeting input | Context hints at the ad-group level, not exact-match keywords | Keywords with match types and negatives |
| Placement | One card below the conversation, clearly labeled | Multiple text ads above/below organic results |
| Components | Six: name, favicon, title, copy, URL, image | Multiple headlines, descriptions, sitelinks, extensions |
| Auction | Relevance-weighted, second-price (per OpenAI) | Quality-and-bid auction with second-price-style pricing |
| Audience | Free and Go users in US, CA, AU, NZ | Anyone searching, globally |
| Mindset | Research-mode, mid-conversation | Query-mode, scanning results |

Practical consequence: you brief the ChatGPT system on where you would like to appear; it makes the final relevance call. Copy should extend the conversation, not shout over it. Pricing mechanics — the Reach (CPM) and Clicks (CPC) objectives and the relevance-weighted second-price auction — are covered in the pillar guide (/guides/chatgpt-ads-explained).

## A note on beta and evolving formats

OpenAI is explicit that the Ads Manager Beta is a beta product that is actively evolving, so the surface area can expand over time. The unit documented today is the six-component card described above. If you see screenshots of richer formats circulating, treat them as unconfirmed unless OpenAI documents them — we do not present any format beyond the documented six-component unit as confirmed. We track changes in the Ads Manager setup guide (/guides/ads-manager-account-setup).

## How to turn these examples into a live campaign

1. Pick the two or three research conversations your buyer actually has, and write a title that mirrors each one.
2. Draft three to four title variants and one to two copy variants per ad group, using the by-vertical patterns above.
3. Build one strong image asset per concept — a product shot for DTC, a dashboard for SaaS, a trust cue for services.
4. Lock a UTM convention before launch (/tools/utm-builder), and brief the system with strong context hints (/tools/context-hint).
5. Choose your objective — Clicks (CPC) for pipeline and sales, Reach (CPM) for awareness in a new category — and set up conversion measurement inside Ads Manager Beta.
6. Want it built and run for you? Talk to the done-for-you ChatGPT Ads agency (/) on a discovery call (/contact). We aim to have your first live campaign up in 7-14 days.

## Sources

Factual claims about OpenAI's ChatGPT Ads product are sourced from OpenAI's public documentation as of June 2026:
- Ads in ChatGPT: The Basics — help.openai.com
- Ads Manager Beta Overview — help.openai.com
- Ads Manager Beta Account Setup — help.openai.com
- Create Ad Groups for ChatGPT — help.openai.com
- Advertise in ChatGPT — ads.openai.com

Best Buy, Lowe's, and VistaPrint are the only advertisers OpenAI features publicly; any other brand names come from third-party press reports, not OpenAI endorsements. Example ad copy, fictional brands, and all figures labeled "GPT Ads AI observations" are illustrative, anonymized, directional patterns from our managed client roster — not OpenAI numbers, not forecasts, and not guarantees. GPT Ads AI is an independent agency, not affiliated with or endorsed by OpenAI; "ChatGPT" is a trademark of OpenAI, used descriptively.

## Frequently asked questions

Q: What does a ChatGPT ad look like?
A: It looks like a single sponsored card below a relevant ChatGPT conversation — clearly labeled and visually separate from the organic answer. Per OpenAI it is built from six components: advertiser name, favicon, title, copy, landing page URL, and one image asset. It is a compact, labeled unit that enters the conversation below the answer rather than interrupting it.

Q: What are some examples of ChatGPT ads?
A: OpenAI publicly features Best Buy, Lowe's, and VistaPrint as reference advertisers, each running the same six-component unit. Beyond those, GPT Ads AI runs campaigns across DTC eCommerce, B2B SaaS, and professional services, with illustrative example titles like "Compare the Top 5 Magnesium Forms," "Cut Month-End Close Time in Half," and "Fixed-Fee Trademark Filing, Attorney-Reviewed." The vertical examples are GPT Ads AI illustrations, not OpenAI templates.

Q: Is there a ChatGPT ads case study with real results?
A: OpenAI has not published precise CTR, ROAS, or conversion figures for any advertiser in its public docs as of June 2026, so there is no public OpenAI case study with hard numbers. The three named reference advertisers are Best Buy, Lowe's, and VistaPrint. GPT Ads AI publishes anonymized engagement observations across DTC, SaaS, and professional services; these are directional, aggregated patterns — clearly labeled as GPT Ads AI observations, not OpenAI numbers and not guarantees.

Q: Which brands are running ads on ChatGPT?
A: The only advertisers OpenAI features publicly are Best Buy, Lowe's, and VistaPrint. Best Buy's VP of Media, Amy Adams, is quoted on OpenAI's materials. Any other brand names attributed to ChatGPT Ads come from third-party press reports, not OpenAI, and should be treated as unconfirmed.

Q: Are ChatGPT ads real?
A: Yes. ChatGPT Ads is a real, official OpenAI product, live in beta as of 2026 and run through the OpenAI Ads Manager Beta. The advertiser platform, the six-component ad unit, and the Best Buy, Lowe's, and VistaPrint reference advertisers are documented by OpenAI. The product is in beta and actively evolving, so specific capabilities can change.

Q: What does a good ChatGPT ad title (headline) look like?
A: In GPT Ads AI's experience, a strong title matches the research intent of the conversation and offers a resource, comparison, or specific outcome rather than urgency — e.g., "Compare the Top 5 Magnesium Forms," "Cut Month-End Close Time in Half," "Fixed-Fee Trademark Filing, Attorney-Reviewed." Because the ad sits below a thoughtful answer for a mid-research user, educational and comparison framing tends to fit better than discount-and-deadline framing. This is a GPT Ads AI observation, not an OpenAI rule.

Q: How do ChatGPT ads look different for ecommerce vs SaaS vs services?
A: The six-component unit is identical, but emphasis shifts. DTC leans on product imagery and comparison framing toward a buy-stage page; SaaS leads with an outcome and routes to a demo or comparison page (often CPC); services emphasize trust, credentials, and fixed-fee clarity toward a consult page. The triggering conversation differs too: product research (DTC), tool evaluation (SaaS), and "should I hire / how do I" prompts (services). These vertical patterns are GPT Ads AI observations.

Q: What did Best Buy, Lowe's, and VistaPrint's ChatGPT ads look like?
A: All three ran the standard six-component card below relevant conversations: advertiser name, favicon, a title, copy, a landing page URL, and one image. OpenAI features them as its public reference advertisers, and Best Buy's VP of Media, Amy Adams, is quoted describing the value of reaching consumers in research-and-purchase moments. OpenAI has not published their exact copy or precise performance numbers in its public docs, so treat any specific results claim as unverified.

Q: Can you see ChatGPT ads on Plus or Pro?
A: No. Per OpenAI, ads are shown only to Free and Go users in the US, Canada, Australia, and New Zealand. Plus, Pro, and any Business-plan users do not see ads, and ads are not shown to users OpenAI predicts to be under 18.

## Related

- /case-studies.md
- /guides/chatgpt-ads-explained.md
- /guides/context-hints-for-chatgpt-ads.md
- /services.md

## About this page

Canonical machine-readable version of https://www.gptadsai.com/guides/chatgpt-ads-examples.