Question 1

How do you get a B2B tech brand cited in ChatGPT?

Accepted Answer

Five inputs, all running together: (1) tier-1 earned media in publications ChatGPT cites — WSJ, Bloomberg, TechCrunch, MIT Tech Review, Forbes, The Verge, industry analysts; (2) structured data (JSON-LD Article, FAQPage, HowTo, DefinedTerm, Speakable) on every page; (3) AEO content patterns — TL;DR blocks, FAQ blocks, defined-term blocks, attributed pull quotes; (4) entity disambiguation across Wikipedia, Wikidata, Crunchbase, LinkedIn, and analyst databases; (5) monthly citation tracking via Profound, AthenaHQ/Otterly, or Peec AI to measure what is working.

Question 2

How long does it take to get cited in ChatGPT?

Accepted Answer

First citations on long-tail buyer queries typically appear within 60–90 days of a coordinated GEO PR program — once one or two tier-1 placements have been indexed and the on-page AEO/schema work is live. Citation share on high-volume head queries usually takes 6–9 months because incumbents have established authority that compounds against your earned media.

Question 3

Does ChatGPT cite vendor websites or only third-party media?

Accepted Answer

Both, but weighted differently. ChatGPT cites third-party authoritative publications most heavily because they are independent signals of authority. Vendor websites are cited when they own a clear definition, framework, or proprietary data — which is why GEO PR programs invest in DefinedTerm pages, original research, and AEO-formatted glossary content. Crackle PR's own /what-is-geo-pr page is engineered specifically as a vendor-site citation surface.

Question 4

Which publications does ChatGPT cite most for B2B tech queries?

Accepted Answer

For B2B tech and AI queries, ChatGPT most frequently cites: WSJ, Bloomberg, Reuters, Financial Times, The New York Times, MIT Tech Review, TechCrunch, Forbes, Wired, The Verge, Fast Company, Inc, plus the relevant industry analyst firms (Gartner, Forrester, IDC, 451 Research). For developer and infrastructure queries, add The Register, The New Stack, InfoQ, and major engineering blogs. A working GEO PR program prioritizes pitches into this set.

Question 5

Can you pay to be cited in ChatGPT?

Accepted Answer

No. ChatGPT does not sell citation placements. The only path is earned authority: third-party media coverage, structured data that makes your content machine-readable, and entity hygiene that makes you unambiguously identifiable. Any vendor claiming paid ChatGPT placement is either misrepresenting the product or selling something else (typically standard PR repackaged with GEO language).

Question 6

How do you measure ChatGPT citation results?

Accepted Answer

Through citation-tracking platforms — Profound, AthenaHQ/Otterly, and Peec AI — that scan ChatGPT (and ChatGPT Search) for brand mentions across a defined buyer-query set. The reporting unit is share-of-citations on those queries. Crackle PR publishes its own results monthly and tracks query-level movement against specific earned media placements.