“What is actually included?” If a visitor still needs to ask that after clicking an ad, the page may need a clearer explanation. They are not automatically the wrong customer.
For a ChatGPT ad, I would start with what the customer needs to know after the click. Explain the service, who it suits and what happens when someone gets in touch. Write so that the customer can decide whether it is right for them, not just so the ad platform can understand the page.
The page should explain what the ad offers
OpenAI describes the landing page, ad content and conversation as several signals that can affect which ad appears. The landing page is the page the ad opens. Context hints let you add details about the offer and when it may be useful. They do not guarantee that an ad will appear or let you choose a particular conversation.
My recommendation is to keep the offer consistent. If the ad describes help for a small service business, the page should explain that help. Sending the visitor to a broad homepage about everything you do can leave them searching for the actual answer.
A fictional Swedish bookkeeping firm
Imagine a firm offering ongoing bookkeeping and monthly reconciliations for small Swedish service companies. This is an illustration, with no customer data or claimed results. The visitor wants to know whether the firm can take over recurring work and what starting the engagement involves.
“We help with your finances” leaves plenty unanswered. “Ongoing bookkeeping and monthly reconciliations for small service companies” says what the work involves without promising extra services.
Under the heading, I would name the tasks included, work that needs a separate quote and the information needed to give a price. If pricing depends on the number of records, explain that. Do not advertise a low starting price without saying what it covers.
Answer three questions before asking someone to get in touch
Does the service fit my business? Describe the work, the businesses you help and any real limitations. If the firm only serves Swedish companies, say so. Do not claim expertise, availability or support for software unless it is true.
What is included, and what costs extra? Name the tasks rather than just promising “seamless solutions”. In the example, ongoing bookkeeping and monthly reconciliations are included. Reviewing older records or giving other advice may need a separate quote, if that is how the firm works.
What happens when I get in touch? Explain what the first conversation covers and what the customer needs to prepare. “Request a quote” is clearer when the visitor knows you will first discuss the company, workload and records. Only promise a response time you can meet.
| Customer question | What does the page need to explain? | Change to test |
|---|---|---|
| What do you handle each month? | Which tasks are included. | Name the recurring tasks. |
| Are older records included too? | What needs a separate assessment. | Explain how you review older records, if you offer that service. |
| What do you need for a quote? | What the customer needs to prepare. | Describe the required information and check whether the question keeps coming up. |
What would I change first in this example?
Suppose the ad offers ongoing bookkeeping. Five people enquire: three ask what monthly work is included and two ask about older records. Those enquiries are invented to show the reasoning. They are not customer results or evidence of how ChatGPT ads perform.
I would start with the page because three of the five still need the answer to what the ad offers. Under the headline, I would name the monthly tasks the firm handles. Beside that, I would explain that older records need a separate assessment and quote, if that is how the firm works. I would not increase the budget to try to solve that misunderstanding.
I would then compare the ad group’s context hints with the same offer. For this fictional firm, a hint could be “Ongoing bookkeeping for small Swedish service businesses that want to hand over their monthly work”. It adds context about the service and need. It does not select a particular conversation or restrict delivery to Sweden; use supported account delivery controls for those restrictions.
I would not change the offer to fit a hint. I would make the ad, page and hint clear about the same real service, record the change date and follow the enquiries that arrive. Fewer misunderstandings would be worth investigating, not proof of more customers.
Open the page on your phone as a new customer would
Open the page from the ad. Can you understand the service without searching? Is important information visible before you fill in the form? Send a test message and confirm the right person receives it. A thank-you message alone does not prove delivery.
Ask only for information needed for the first conversation. A customer should not have to plan the whole job before speaking to you. That may make it easier to get in touch, but it does not guarantee more enquiries.
Want me to look at the ad and page?
Bring the ad text, the page link and a short description of the service. I can help identify what a customer may still need explained. We start with a free introductory call and agree the work and fee before starting. Advertising spend is separate.
Source: OpenAI on ads in ChatGPT