# What ChatGPT Actually Knows About Your Company

> When a customer asks ChatGPT about your company, the answer is not pulled from your website in real time. It is assembled from what the model absorbed during training - Common Crawl web pages, Wikipedia, news, reviews, Reddit threads, job postings and structured databases like Crunchbase and Wikidata - frozen at a knowledge cutoff months before the model shipped. This story explains where that knowledge comes from, why it drifts stale, how gaps and old narratives creep in, and what companies can actually do to correct the record.

## Achievements

- Reframed 'what a search engine returns' into 'what a machine asserts as fact', changing how companies think about online reputation.
- Made third-party consistency - not backlinks - the core currency of brand visibility in AI answers.
- Elevated Wikipedia and Wikidata from reference material to load-bearing infrastructure for corporate identity in AI.

## Latest updates

- **2024-10** — ChatGPT search launches, adding live web retrieval so answers about current events and specs are not limited to training data.
- **2026-06** — Newer GPT-5 series models carry cutoffs into 2025, but a multi-month cutoff gap between training end and release still leaves recent company developments invisible without browsing.

## Links

- Website: https://yespress.io

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Published by YesPress — https://yespress.io
Last updated: 2026-07-20