6 Steps to Update Outdated Company Info in AI Assistants

Imagine a potential customer asks ChatGPT, "What are the main features of [Your Company]’s software?" and the AI confidently lists features you retired in 2024. Or perhaps a candidate asks Perplexity about your office locations, and it directs them to a building you vacated two years ago.

In 2026, this isn't just an SEO problem; it’s a brand integrity crisis. As users shift from scrolling through search results to receiving direct answers from AI, the accuracy of the data held by these models becomes your most valuable digital asset. If the AI is wrong about you, your conversion rates will suffer before the user even reaches your website.

TL;DR

• The Challenge: AI assistants rely on training data cut-offs and real-time web retrieval (RAG) that often prioritize old, high-authority links over new, low-authority updates.
• The Solution: Use the R-A-U-P Framework (Repository, Authority, Uniformity, Prompting) to force a refresh of the AI's internal knowledge base.
• Core Tactic: Update "Truth Sources" like LinkedIn, Crunchbase, and Wikipedia while deploying a dedicated "AI Fact Sheet" on your site.
• Goal: Achieve Answer Engine Optimization (AEO) by making the updated information easier for bots to parse than the outdated data.

What is AI Information Refresh?

AI Information Refresh is the strategic process of updating a brand's digital footprint across authoritative citation sources and structured data to ensure Large Language Models (LLMs) and answer engines retrieve the most current data. It moves beyond traditional SEO by targeting specific datasets and search indices used for Retrieval-Augmented Generation (RAG) to overwrite outdated training weights.

How do I get ChatGPT to update my company description?

To update company info in ChatGPT, you must refresh the high-authority websites it crawls, such as LinkedIn, Crunchbase, and your official 'About' page, while ensuring your site has an updated sitemap. Since ChatGPT uses periodic training and web-browsing tools, providing a 'Press Kit' or 'Fact Sheet' in a clear, indexable format is the fastest way to trigger a correction during a live web search session.

ChatGPT—and its siblings like Claude and Google AI Overviews—don't have a "Report an Error" button for your brand bio. Instead, they operate like a digital detective. They look for the consensus of information across the web. If 10 old articles say you are a "Fintech startup" but only your new homepage says you are an "AI-powered Wealth Platform," the AI will likely stick with the majority view. To change the AI's mind, you have to change the consensus.

The R-A-U-P Framework for Updating AI Brand Knowledge

To systematically fix outdated information, marketers should follow the R-A-U-P Framework. This method prioritizes the sources that AI agents value most when resolving conflicting facts.

1. Repository Audit (Where is the old info?)

The first step is identifying which "ghosts of content past" are feeding the AI. Use a brand monitoring tool to search for your brand name alongside old keywords or locations. You aren't just looking for your own site; you are looking for third-party directories, old press releases, and industry lists that the LLM might be using as a reference.

2. Authoritative Overwrite (Updating the "Truth" Sources)

AI models prioritize "High-Authority" sources. If Wikipedia says one thing and your blog says another, the AI will cite Wikipedia. Focus your efforts on updating:

• Entity Directories: LinkedIn Company Pages, Crunchbase, and G2.
• Public Knowledge Bases: Wikipedia (if applicable) and Wikidata.
• Official Press Channels: Your newsroom and major wire services where old releases might still be ranking.

3. Uniformity Signal (Cross-Platform Consistency)

AI assistants look for high "confidence scores." They gain confidence when they see the same information repeated across multiple independent platforms. If you update your website but leave your LinkedIn and Twitter bios with old information, the AI perceives a conflict and may default to the older, more established data. Ensure your core messaging is identical across all social and corporate profiles.

4. Prompt Seeding (Direct Interaction)

Once your updates are live, interact with the AI platforms directly. Ask Perplexity or ChatGPT (with web browsing enabled) about your company. If it gives the wrong answer, provide the correct link and ask it to summarize the new information. While this doesn't permanently change the model's global weights, it can influence the local cache and help the AI's retrieval system find the new data faster.

Which sources should I update first for the fastest AI refresh?

Not all websites are created equal in the eyes of an AI crawler. Use the table below to prioritize your updates based on how quickly they influence AI answers.

How this helps you show up in ChatGPT, Claude, or Perplexity

By cleaning up your digital trail, you increase your "Citatability Score." AI assistants are designed to be helpful and accurate. When they find a clear, structured, and consistent set of facts about your company, they are more likely to use you as a direct source.

For example, if you have a dedicated "Company Facts" page that uses simple, declarative sentences (e.g., "Our headquarters is located in Austin, Texas"), the AI can easily extract that fact and cite your website. This is a core component of Answer Engine Optimization (AEO). You are making the AI's job easier, and in return, it rewards you with accurate brand representation and traffic-driving citations. For more on this, see our guide on 7 Steps to Build a Citation-Ready Definition Page for AEO.

What to tell your team in one sentence

"We need to treat our external profiles (LinkedIn, Crunchbase, etc.) with the same urgency as our homepage because AI assistants use them as 'truth sources' to verify who we are and what we do."

The "AI Fact Sheet" Template

One of the most effective ways to help an AI assistant find new information is to create an AI Fact Sheet. This is a hidden or public page on your site specifically designed for machine readability. It should avoid marketing fluff and focus on "hard data."

Copy/Paste This Template into a new page (e.g., yourdomain.com/brand-facts):

Company Fact Sheet [Year]

• Legal Name: [Full Name]
• Current CEO: [Name]
• Headquarters: [Full Address]
• Primary Product: [One sentence description]
• Key Features: [Bullet 1, Bullet 2, Bullet 3]
• Recent Milestone: [Updated Info from 2026]

Pro-Tip for Marketers: Add a simple instruction to your robots.txt file to ensure the AI crawlers prioritize this page. While you can't force a crawl, you can make the path clear.

# Suggesting AI bots prioritize the brand fact sheet
User-agent: *
Allow: /brand-facts
Sitemap: https://yourdomain.com/sitemap.xml

Why is Perplexity showing my old pricing or office address?

Perplexity and Google AI Overviews are "search-centric" AI. They don't just rely on what they learned during training; they do a real-time search. If they are showing old info, it means the old info is still outranking your new info in traditional search indices or that your new site structure is blocking their crawlers.

To fix this, you must ensure your Brand Armor strategy includes "de-indexing" or updating old PDF one-pagers that might still be hosted on your server. Often, an old "Pricing_2023.pdf" is the culprit because PDFs are highly crawlable and often carry high authority in the eyes of search engines.

Real-World Scenario: The 2025 Rebrand of "DataStream"

In early 2025, a mid-sized SaaS company named "DataStream" rebranded to "NexusFlow." For months, ChatGPT continued to tell users that NexusFlow was actually a different, defunct company from the early 2000s.

They fixed it by:

1. Updating Wikidata: They ensured the "DataStream" entry was marked as "rebranded to NexusFlow."
2. Issuing a "Rebrand Fact Sheet": They published a page titled "Is DataStream now NexusFlow?" which used clear question-and-answer formatting.
3. Updating Third-Party Sites: They contacted three major industry review sites to update their profile headers.

Within three weeks, Claude and Perplexity began correctly identifying the company and citing the new "Rebrand Fact Sheet" as the source of truth. This is why understanding 2026 Trends: Why AI Assistants Prefer Specific Content Formats is vital for modern brand management.

Checklist: The 30-Day AI Refresh Plan

• Day 1-7: Audit your "Top 10" AI queries. What are ChatGPT and Perplexity currently saying about you? Identify the specific errors.
• Day 8-14: Update LinkedIn, Crunchbase, and G2. If you have a Wikipedia page, submit a talk page request with citations to your new data.
• Day 15-21: Publish your "AI Fact Sheet" and ensure it is linked in your footer so crawlers can find it.
• Day 22-30: Use the "Feedback" or "Report" features in Gemini and Copilot. While they don't always act immediately, the aggregate data helps train the next iteration of the model.

By following this structured approach, you ensure that your brand isn't a victim of the AI's "memory." You take control of the narrative, ensuring that when the world asks AI about your company, the answer they get is accurate, impressive, and current.

Want to learn more about protecting your brand's digital reputation? Explore our resources on Brand Armor AI.