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Link Trust Integrity
Validates external links for relevance, quality, and availability. Broken or low-quality links erode the authority AI engines assign to your content.
Why It Matters for AI Visibility
How We Score It
How to Improve
- 1
Replace URL shorteners with direct destination URLs
Every bit.ly, t.co, or tinyurl.com link costs you 1 point and flags your content as less trustworthy. Expand each shortener to its full destination URL. If you cannot find the original, most shortener services let you preview the destination by appending a "+" to the URL.
- 2
Write descriptive anchor text for every outbound link
Instead of "click here" or pasting a raw URL, use anchor text that describes the destination. Write "according to the CDC's 2024 influenza report" rather than "source" or "https://cdc.gov/flu/report". Descriptive anchors give AI engines semantic context about what the linked resource contains and why it is relevant.
- 3
Remove affiliate tracking parameters from links
Links with `?ref=`, `?affiliate=`, or shortened affiliate URLs like `amzn.to` are classified as low-trust. Link directly to the source product or page without tracking parameters. If you need to track affiliate conversions, use server-side tracking rather than URL parameters visible to crawlers.
- 4
Upgrade all HTTP links to HTTPS
Insecure HTTP links are flagged as an issue. Most sites have migrated to HTTPS, so HTTP links often point to outdated resources that may redirect or fail. Update every `http://` link to `https://` and verify the destination still resolves.
- 5
Add at least three links to high-authority domains
Reference .edu, .gov, major news outlets (reuters.com, bbc.com), academic sources (nature.com, arxiv.org), or reference sites (wikipedia.org, developer.mozilla.org). Three high-trust links earn the maximum 4 points on trust diversity. Choose sources that genuinely support your content claims.
Before & After
<p>Read more about this <a href="https://bit.ly/abc123">here</a>.</p> <p>Buy the product on <a href="https://amzn.to/xyz789">Amazon</a>.</p> <p>Source: <a href="http://example.com/old-report">http://example.com/old-report</a></p>
<p>A <a href="https://www.nature.com/articles/s41586-024-07890">2024 Nature study</a> confirmed these findings.</p> <p>The <a href="https://www.amazon.com/dp/B09XYZ123">Sony WH-1000XM5 headphones</a> implement this technology.</p> <p>The <a href="https://www.cdc.gov/flu/about/burden.htm">CDC's flu burden estimates</a> provide additional context.</p>
Code Examples
Descriptive anchor text with high-authority source
<!-- Bad: generic anchor + URL shortener -->
<p>For more info, <a href="https://bit.ly/abc123">click here</a>.</p>
<!-- Good: descriptive anchor + direct high-authority URL -->
<p>According to <a href="https://www.nature.com/articles/s41586-024-01234">
a 2024 Nature study on climate trends</a>, global temperatures
rose 1.2 degrees Celsius.</p>Frequently Asked Questions
Are Wikipedia links considered high-trust?
Yes. Wikipedia.org is classified as a reference-category high-trust domain, along with w3.org, developer.mozilla.org, web.dev, and schema.org. Links to Wikipedia count toward your trust diversity score.
How many high-trust links do I need for a good score?
Three or more high-trust links earn the maximum 4 points on trust diversity. Combined with clean anchor text (2 points) and a strong quality ratio (3 points), this puts you well into passing range. You do not need dozens of authoritative links -- three well-chosen ones suffice.
Does this factor check if links are broken (404)?
No. This factor evaluates link trust classification, anchor text quality, and URL patterns. It does not perform live HTTP checks for broken links. A link to a high-trust domain still earns trust diversity points even if the specific page returns a 404.
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