GEOJACKING

Implementation · Compounding

How to get cited faster

Two clocks run at once. One is fast and content-shaped. The other is slow, entity-shaped, and worth far more.

The short answer

The fastest route to AI citation is to be the most specific, best-sourced answer to a narrow question on a page an engine can already fetch.

The slower and more valuable route is entity building — making your brand a resolvable, consistently described thing across Wikidata, Wikipedia, industry databases and third-party coverage. That's what converts citations into recommendations.

01The fast clock: content moves in weeks

Because retrieval reads the live web, an existing indexed page that you restructure today can start appearing in answers within days. That makes the highest-yield first move counter-intuitive: don't publish new pages. Rewrite the ones already indexed.

  1. Take the twenty pages with existing impressions in Search Console.
  2. For each, identify the one question it should own and put a 40–60 word answer directly under a question-shaped H2 near the top.
  3. Replace every vague quantifier with a sourced number.
  4. Add a visible last-reviewed date and update dateModified.
  5. Request re-indexing and re-run your prompt panel in two weeks.

02The slow clock: entities move in quarters

An entity, in this context, is a thing a machine can resolve unambiguously: your company, your product, your authors. Models decide which brand to name based on how strongly and how consistently that entity is associated with a category across everything they've read.

Make yourself resolvable

  • Wikidata item. Lower notability bar than Wikipedia, structured, and widely consumed. Include founding date, industry, headquarters, official website.
  • Consistent naming. Pick one legal name and one trading name and use them identically everywhere. “Acme Inc.”, “Acme, Inc” and “ACME” can resolve as three entities.
  • Complete profiles on LinkedIn, Crunchbase, G2 or your industry's equivalent, and any relevant standards or trade body register.
  • sameAs everywhere. Your Organization schema should link out to every one of those profiles. That's the edge that ties them together.

Earn descriptions, not just links

What builds the association is other people describing you. Prioritise formats that produce descriptive third-party text:

  • Original research that journalists can cite with a number and a name.
  • Genuine expert commentary — respond to reporter queries with substance, not boilerplate.
  • Conference talks and podcasts, which generate transcripts and show notes.
  • Open-source contributions and public documentation.
  • Honest answers in the communities engines actually read, under your real identity.

03Where engines look, and why it's uneven

Reference-grade sources carry disproportionate weight. A Profound analysis of ChatGPT citation behaviour found Wikipedia to be ChatGPT's single most-cited domain, appearing in nearly one in six conversations that carry citations. Community platforms, official documentation and established trade publications also appear far more often than their raw traffic would suggest. Meanwhile a 2026 Otterly.ai study found Claude and ChatGPT citing the same domains only about 13% of the time.

Two conclusions follow. First, being accurately described on a small number of authoritative surfaces beats being mentioned in a hundred low-quality ones. Second, checking only one assistant will badly misrepresent your visibility.

04The self-ranking trap

The most common mistake in this space is publishing your own “top ten tools in [category]” with yourself at number one. A 2026 analysis by SEO researcher Lily Ray found brands doing this were left out of the AI recommendation roughly 69% of the time. The pattern is legible to a model, and it reads as promotional rather than informative.

What works instead is the comparison you'd be willing to show a prospect who's already talking to a competitor: honest strengths, honest weaknesses, a clear statement of who each option suits. It converts better with humans too.

SequencingFast clock first, because it produces evidence that funds the slow clock. Restructure twenty existing pages this month; start the entity work the same month but expect to report on it next quarter.

Ready to execute? The 30-day playbook puts this in order.

Questions engines askFrequently asked questions

How long until I see citations after publishing?

For retrieval-based answers, days to a few weeks once the page is indexed — the engine is reading the live web, so there's no training cycle to wait for. For answers that draw on model memory rather than live retrieval, months, because that only updates when the model does. This is why restructuring existing indexed pages produces faster results than launching new ones.

Do backlinks still matter for AI visibility?

Indirectly and substantially. Links themselves feed the search indexes AI systems retrieve from, but the more important effect is the mention: being described by other credible sites is what builds the entity association a model relies on when it decides which brand to name. An unlinked mention in a reputable publication can be worth more here than a linked one in a low-quality directory.

Should I create a Wikipedia page for my company?

Only if you genuinely meet notability requirements, and never by paying for edits — undisclosed paid editing violates Wikipedia's terms and gets reversed. Wikidata is the more accessible starting point: it has a lower bar, it's structured, and it's widely consumed by machines. Create an accurate Wikidata item, link it from your sameAs, and let Wikipedia follow if and when coverage justifies it.