What's in a GEO fix?
A GEO fix is a specific, shippable change that turns one AI-visibility gap into a page or signal an engine can cite. Most fixes combine four parts: an extractable answer block, the right structured data, crawl and rendering corrections so engines can read the page, and off-site source plays where the engine trusts third parties over your own site. You prioritize by buying intent and effort, ship one at a time, and re-test the prompt to confirm it worked.
What counts as a GEO fix?
It is the opposite of a vague recommendation. Instead of telling you that you are losing a prompt, a fix specifies the exact change: publish this answer on this page, add this schema, unblock this crawler, or earn a mention on this source. A fix is something a person can ship and a test can verify.
The anatomy of a fix
Most fixes assemble from four building blocks:
- Answer block — a concise, self-contained answer to the prompt, placed near the top of the right page.
- Structured data — FAQPage, Article, and Breadcrumb markup so the page is easy to parse and attribute.
- Crawl and rendering — unblock the engine's crawler and serve the content in raw HTML.
- Source plays — earn mentions on the third-party pages the engine already cites for the category.
On-site versus off-site fixes
On-site fixes — answer blocks, schema, crawl, rendering — are fully in your control and usually fastest to ship. Off-site fixes — getting named in reviews, roundups, and threads — take longer and depend on others, but they are often decisive when an engine trusts third parties more than vendor sites. A complete strategy uses both.
How to prioritize fixes
Rank gaps by buying intent first: a prompt where a buyer is choosing a vendor is worth more than a top-of-funnel definition. Then weigh effort and your control — an on-site answer block you can ship today often beats waiting on an off-site mention. Tackle the high-intent, high-control gaps first.
Prove the fix
A fix is not done when it ships; it is done when you have re-tested. Re-run the same prompt across the same engines on a schedule and record whether the answer changed. Because AI answers vary between runs, the re-test is what separates a real improvement from a coincidence.
Frequently asked questions
Both. On-site fixes like answer blocks and schema are fast and fully in your control; off-site source plays take longer but are often decisive when engines trust third parties for your category.
On retrieval engines that read the live web, a crawlable fix can show within days; training-based recall and off-site corroboration take longer. The proof loop tells you when.
No. A fix improves your odds and is verified by re-testing, but AI answers are non-deterministic and no change guarantees a citation or recommendation.