Start with one workflow that costs the most manual time. Prove value there before expanding.
Writing 500 meta descriptions manually is a week of work. Writing them with AI takes a few hours if you set it up correctly.
The process works like this. You export your posts from WordPress, either via a direct database query or a CSV export tool. For each post, you send the title and the first 300 words of the body to an AI API with a prompt that says: write a meta description for this post in 150 characters or fewer, describing what the reader will learn, without starting with “This post” or “Learn how.” You receive the generated description, review it, and import it back into WordPress via a bulk update script.
The review step is not optional. AI generates plausible-sounding descriptions, but it also makes subtle errors, saying a post covers something it does not, or writing a description that is technically accurate but bad at persuading someone to click. A fast review process is to read the generated description and check one thing: does it match what the post actually delivers? You are not editing for perfection, you are filtering out anything wrong.
The prompt matters more than the model
Bulk meta description generation workflow for WordPress.
The quality of the output depends almost entirely on how specific the prompt is. “Write a meta description” produces generic results. A prompt that specifies the character limit, prohibits certain phrases, names the target audience, and includes the post’s H1 and opening paragraph produces descriptions that are usable with minimal editing.
A few constraints worth adding to the prompt: no superlatives (“the best,” “the ultimate”), no promises of comprehensive coverage (“everything you need to know”), no generic calls to action (“read more to find out”). These phrases make descriptions sound like spam and hurt click-through rates.
Import via WP-CLI or scriptBulk update the correct post meta field for your SEO plugin.
Working on something similar?
Let's talk →Importing back into WordPress
Working on something similar?
Let's talk →The import step depends on which SEO plugin you use. If you use Yoast SEO, the meta description is stored in the `_yoast_wpseo_metadesc` post meta field. A short PHP script or WP-CLI command can update this field for all posts in a single pass from a CSV with post ID and generated description columns. This is a bulk database operation, take a backup first.
For Rank Math, the field name is `rank_math_description`. For SEOPress, it is `_seopress_titles_desc`. The logic is identical.
What this does not solve
Auto-generated meta descriptions fix the missing-description problem. They do not fix posts with titles that do not match search intent, posts with thin content, or posts that are competing with each other for the same keyword. Meta descriptions do not directly influence ranking, they influence click-through rate after you have already ranked. If your WordPress site is not ranking at all, this is the wrong problem to solve first.
If you want us to handle this for your site, including the export, generation, review pass, and re-import, it is a contained project with a defined scope.

