Hello,
We apologize for the issue you are facing with the Rank Math Analytics showing "N/A" across all metrics. Thank you for providing detailed information about the troubleshooting steps you’ve already taken.
Since you’ve already reconnected Google Search Console and GA4, verified permissions, cleared cache, refreshed data, and attempted a token refresh, we recommend checking a few additional things:
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Ensure Rank Math is Updated: Make sure that you have the latest version of Rank Math and Rank Math PRO installed. You can check this under WordPress Dashboard → Plugins → Installed Plugins.

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Check if Your Website is Connected to Rank Math Account: Verify that your website is listed in your Rank Math account under the Websites tab. If it’s not listed, you may need to reconnect your site.

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Check Refresh Tokens: Go to Rank Math SEO → Status and Tools → System Status and check the status of the Google Refresh Token. If it shows ‘No Token’, you will need to follow the steps to regenerate it.

If after checking these points the issue still persists, we recommend replying to this ticket so a human agent from our support team can assist you further. Please include any additional details that might help in diagnosing the issue.
Thank you for your patience, and we look forward to resolving this for you!
Sources:
What to Do When Rank Math Analytics Shows Zero Search Traffic » Rank Math
What to Do When Rank Math Analytics Shows Zero Search Traffic » Rank Math
Resolving Rank Math Analytics Related Issues » Rank Math
This is an automated reply from Rank Math Support Bot. Your ticket has been assigned to a human agent and we will get back to you shortly.
Hello,
Please try to follow the steps below to create a troubleshooting log so that we can check the issue further for you.
1. At first, add the following filter to your website:
add_filter( 'rank_math/analytics/log_response', '__return_true' );
Here is a guide you can follow to add the filter:
https://rankmath.com/kb/wordpress-hooks-actions-filters/
2. After adding the filter, please run the pending Scheduled Action from your WordPress Dashboard > Tools > Scheduled Actions > Pending or you can try visiting the following URL:
https://yourdomain.com/wp-admin/tools.php?page=action-scheduler&status=pending
This is how it should look:

When some actions have completed running, please check the Analytics log under wp-content/uploads/rank-math
and share that with us. You can upload the log file using this tool.
Looking forward to helping you.
Thank you.