Glossary

Out-of-context link

A link whose destination has nothing to do with the page that carries it, such as a casino link in an article about tomatoes.

Updated 14 October 2026By Dean Cruddace, Founder, Link Signals

An out-of-context link is one whose destination does not fit the page it is on. A gardening blog has no reason to send readers to an online pharmacy, and a recipe page has no reason to link to a gambling site. When a link is both unrelated and risky, the most likely explanation is that it was added by someone other than the site owner.

Why it matters

Relevance is how you tell injected spam from a deliberate link. A casino review site that links to a casino is doing what its readers expect. The same link inside an article about tomatoes is almost certainly spam. Judging the topic of the destination alone would flag the first case wrongly, and judging the link alone would miss the second.

Link Signals marks a link Out of context when the destination is in a risky category that the source page, judged from its title, heading and description, is not about. Where a destination is on a blocklist, the categories are compared directly with what the source page is about. Otherwise a model reads the source page details, the anchor text and the destination and decides whether the destination is plausibly relevant.

Not safe
bonus-spins-24.example/promo
gamblingOut of context

Out of context: “Seasonal planting guide” links to gambling content

Found on /guides/seasonal-planting · Anchor text “best slots bonus”
An example finding as it appears in a Link Signals report.

The same flag is used for links that are hidden, shown only to search engines, or written by an obfuscated script, since concealment is its own sign that a link is out of place. These sit third in the default finding priority order.

Common misunderstandings

  • Off-topic does not mean wrong. A link from a food blog to a government health page, a university or a well-known reference site is not treated as suspicious.
  • A page with no title, heading or description gives nothing to compare against, so no context is recorded for it.
  • A match on the topic is not a green light. A casino link on a casino site is related, but if the destination is blocklisted it is still reported.

How the comparison works, and its limits, is on out-of-context links.

Questions

What should I do with one?

Open the page in Found on, look for the anchor text, and work out how the link got there. If you did not add it, treat the page as possibly compromised.

Read the full answer

What if I put the link there on purpose?

A client logo, partner or sponsor can be flagged and be genuine, because Link Signals cannot tell. On a paid plan you can trust the link, so later scans still read it but count it as safe while it stays no more serious. See trusted link.

Could it be a mistake on Link Signals’ part?

It can. Judgements about relevance are not exact, which is why such links are shown with their reason. See false positives.

Read the full answer

How this counts in your LinkSignal

An out of context link that is not concealed is counted in the out of context links row of your site’s external LinkSignal. Concealed ones are counted in the hidden, cloaked and script-injected links row instead, and other flagged links fall under links that need review. See the LinkSignal overview. LinkSignal is Link Signals’ own metric, worked out only from what this tool finds, and it is not connected to any search engine or third-party score.

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Dean Cruddace
Written by

Founder, Link Signals. In SEO since 2001.

SEO specialist with over 20 years of experience in technical SEO, organic search strategy and link building, and Managing Director of Cultured Digital Ltd.

What is an out-of-context link? | Link Signals