Being cited is not being named. An AI engine can lift a fact from your page, link it as a source, and never say who you are. A ghost citation, and by one June 2026 count the single most common way brands appear in AI answers. This playbook closes that gap: it's about making your brand name travel with your facts, so the engine attributes the claim to you instead of quietly using it. It's the action companion to ghost citations: cited but not named; the moves build on each other, roughly in order of leverage.
1. Bind your name to the fact on the page
The root cause is paraphrase: the model restates your fact in its own words, and if your name wasn't part of the claim, nothing survives to attribute. So write the claim and the source as one unit.
- Attribute your own data in-sentence: "Buffy Intel's mid-2026 analysis found…", not a free-floating statistic.
- Put the brand name near the numbers, in prose and in table captions, not only in the logo and footer.
- Use subject-predicate-object statements the model can lift whole ("Buffy Intel tracks AI visibility daily"), so the sentence carries the name if it's quoted.
The test: could a model copy your key sentence verbatim and still know who said it? If the name only lives in the page chrome, expect a ghost citation.
2. Be the origin of the claim, not a rehasher
Engines are far likelier to name the source of an original fact than to name the tenth site to repeat it. If you're restating someone else's number, the engine will (rightly) attribute it to them.
- Publish first-hand data, benchmarks, or definitions others don't have. The original-data formats that get named because you're the only source.
- Coin and consistently use precise terms for concepts you own; a named concept carries its namer.
- Where you must cite others, add your own analysis on top, so there's a claim that is genuinely yours to name.
3. Strengthen the entity so the model associates the topic with you
Naming is an entity decision. A model names a brand when it's confident that brand is part of the answer, which is entity strength, the slowest but most durable lever.
- Ship consistent Organization and author schema so machines resolve "who" unambiguously.
- Keep naming consistent across your own site, profiles, and third-party mentions. Alternating names dilutes the association.
- Build knowledge-graph presence and topic co-occurrence so your name and your category are linked in the model's representation, not just on your pages.
4. Earn corroboration that repeats your name
The name that recurs across independent sources is the one a model learns to attach to a topic. This is the same corroboration mechanism that decides citations. Pointed at your name rather than your links.
- Pursue earned mentions in third-party coverage, reviews, and community discussion where your brand is named, not just linked.
- Aim for your name and your key facts to co-occur across sources, so the association is corroborated rather than self-asserted.
- Don't fake it: manufactured mentions get discounted, and gaming the signal backfires.
5. Measure mention rate as its own line
You can't close a gap you don't track. Citation rate and mention rate decouple. The June 2026 Semrush study found a ~74.9% citation rate against a ~38.3% mention rate across four engines, with Gemini and ChatGPT nearly mirror-imaged, so measuring one hides the other.
| Metric | The question it answers | When it's low |
|---|---|---|
| Citation rate | Is my page used as a source? | Supply problem: reachability, extractability, freshness |
| Mention rate | Does the answer say my name? | Entity problem: weak association, no on-page attribution |
Track both, per engine and per market, and watch the mention rate climb toward the citation rate. That closing gap is the signal the work above is landing. This is exactly the two-lens split. Supply versus demand. Measured over time.
Earning the citation is a content job; earning the name is an entity job. Make your brand name part of the fact on the page, be the origin of claims worth repeating, and let corroboration make the association stick, then measure the name, not just the link.
What not to do
Don't chase the mention with tricks. Stuffing your brand name into every sentence reads as spam to both readers and models and won't survive paraphrase; buying mentions gets discounted the same way manufactured citations do. The honest levers. Own the fact, attribute it to yourself, build the entity, earn corroboration. Are the ones that compound.
Getting named is a different discipline from getting cited, and it needs its own number on the dashboard. Tracking mention rate against citation rate, per engine and per market, is what Buffy Intel is built to do. Questions: [email protected].