How to fix Incomplete Open Graph data (AEO)

Incomplete Open Graph data means your page is missing the standard meta tags (og:title, og:description, or og:image) that platforms use to summarise your content.

What is wrong

This finding occurs when one or more of the three pillars of Open Graph are missing. You can identify this by checking the HTML <head> for property="og:..." tags or by using a social media preview tool.

When these tags are missing, platforms like LinkedIn, Facebook, and even some AI discovery engines are forced to 'scrape' the page for a random image or a snippet of text, which often results in an unattractive or irrelevant preview.

Why it matters

Open Graph tags serve as the fallback 'metadata' for many AI engines and answer bots when specific Schema.org markup is missing. They provide a concise summary that defines how your site is cited.

Beyond AEO, complete OG data is vital for social sharing. Pages with high-quality images and clear descriptions receive significantly higher engagement and click-through rates when shared by users.

How to fix it

1. Define the Three Core Tags

For every page, ensure you have og:title (the headline), og:description (a 1-2 sentence summary), and og:image (a high-resolution URL to a relevant image).

2. Match content to intent

The og:title should be punchy and clear. The og:image should be at least 1200x630 pixels to ensure it looks good on high-resolution screens and across different platforms.

3. Test the output

Use the Facebook Sharing Debugger or LinkedIn Post Inspector to see how your page appears. These tools will explicitly tell you if any required Open Graph properties are missing.

Platform notes

In WordPress, SEO plugins allow you to set these globally and override them on a per-post basis. Ensure your 'Featured Image' is set, as most plugins use this as the default og:image.