Short answer: AI tools build answers from their training data and from web sources they retrieve. If old articles, profiles or directories are more numerous, more linked or more authoritative than current information, the AI may repeat what was true years ago. Updating old sources and publishing clear, current, consistent information gives these tools better material to draw on.
Why it happens
Training data has a cutoff
Language models learn from data collected up to a certain date. Unless a tool searches the web for current information, its answer may reflect the past.
Old sources can outweigh new ones
An old news article with many links and citations can carry more weight than a recently updated profile.
Inconsistency creates confusion
If different sites list different job titles or companies, a tool may pick the wrong one, or combine them.
Gaps get filled with what exists
If there’s little current information about you, the tool relies on whatever it can find.
What you can do
- Update every source you control: website, LinkedIn, company bio, author and speaker profiles.
- Ask third-party sites to update old details, especially directories and outdated bios. Then use Google’s Refresh Outdated Content tool where relevant.
- Publish current information clearly, for example “Jane Smith is the CFO of Example Co. (since 2025),” on your website.
- Add accurate structured data to your website (see how to strengthen your online entity signals).
- Earn current third-party coverage that reflects your present role.
- Use feedback tools on AI answers when they’re available.
Be realistic
You can’t edit what an AI model says directly, and changes take time to appear. Results also vary between tools and sessions. But accurate, consistent and well-sourced information improves your chances everywhere, including traditional search.
Example
A founder sold her company three years ago and now runs a different business. AI tools keep calling her “CEO of” her old company. Why? Her old company’s press releases, interviews and directory entries vastly outnumber mentions of her new role.
The fix: update every profile, publish a clear bio on her website stating her current role, ask key directories to update their entries, and earn a couple of interviews about the new business. Over time, the balance of sources shifts.
Frequently asked questions
How long until AI answers update?
It varies by tool. Tools that search the web can update relatively quickly. Others may take much longer.
Does deleting old content help?
Deleting your own outdated profiles helps. Ask third parties to update theirs, rather than expecting deletion.
Related
- What does ChatGPT say about you?
- How to push down outdated or misleading search results
- AI search reputation management
Request a confidential audit to review your sources.