Cannot see Data Labels option under Format your Visual tab

amismail , which visual is this? Check under Marker 

It should look like 

Just make sure no Windows update are pending, that can cause random issue. Also make sure you are using latest version of power bi 

The visual I am using is a Scattered Chart. I did play with other visuals and noticed that Data Labels exist with "Line and clustered column chart", but that isn't the visual I want to use.

Hi amismail 

I feel like you are looking in here for category lable ?

an output similar to this ? 

If that what you are looking for then i have attached the pbix file for your reference 

Hi amismail,

Thank you for your followup.

In Power BI, the Scatter visual disables category labels when the X-axis is a text (categorical) field,this behaviour is by design. To display labels, the X-axis must be numeric. The simplest solution is to create a small mapping table that assigns each text category a numeric position, and then use that numeric column on the X-axis. Turn the Category label setting on, and the names will appear next to each point.

Please find attached a screenshot and a revised sample .pbix file, which may help resolve the issue:

We hope the information provided helps to resolve your query. Should you have any further questions, please feel free to contact the Microsoft Fabric community.

Thank you.

Hi amismail,

We would like to follow up and see whether the details we shared have resolved your problem.
If you need any more assistance, please feel free to connect with the Microsoft Fabric community.

Thank you.

Hi amismail,

Thank you for the update.

You are correct.When the X‑axis is a text field, the built‑in Scatter visual disables per point labels by design. As a workaround, you can map text categories to numeric X positions and enable Category labels, which we described in our previous response. If you would like native support for text X‑axis plus labels, please submit a feature request on Power BI Ideas via the link:Fabric Ideas - Microsoft Fabric Community

We hope this information helps resolve the issue. If you have any further queries, please feel free to contact the Microsoft Fabric community.

Thank you.

Hi amismail,

We are following up to inquire whether you have submitted this as an idea in the Ideas Forum. If so, kindly share the link here, as it would be beneficial to other community members who may have similar feedback.

Should you have any further queries, please feel free to contact the Microsoft Fabric community.

Thank you.