How to Correct Wrong Information About Your Business in AI Search

How to Correct Wrong Information About Your Business in AI Search

When a Brisbane café owner searches their business name in ChatGPT and discovers the AI claims they close at 3pm instead of 5pm, serve breakfast only, or list an address from three years ago, the immediate question is: how do I fix this? Unlike traditional search results where you can update your website or Google Business Profile and see changes within days, AI-generated answers draw from multiple sources, cached training data, and retrieval systems that don't offer a simple edit button.

This guide provides a practical troubleshooting workflow for local businesses that discover incorrect addresses, services, people, opening hours, claims or other facts in AI-generated answers from ChatGPT, Gemini, Perplexity, or Google's AI Overviews. It covers identifying likely source conflicts, auditing your website and profiles, correcting authoritative sources, removing stale citations where possible, strengthening entity consistency, requesting platform corrections when available, and documenting changes. Jason Suli Digital Marketing in Brisbane works with local businesses to improve entity accuracy, strengthen AI SEO signals, and build long-term visibility systems that reduce the risk of misinformation in AI-generated answers.

The reality is that businesses cannot directly control every model answer or guarantee immediate correction. AI systems pull from training data, live retrieval, knowledge graphs, and third-party sources. Some errors reflect outdated training snapshots, others come from conflicting citations, and some are hallucinations where the model generates plausible but incorrect details. The goal is to reduce the likelihood of errors by strengthening the authoritative, consistent, and structured information available about your business across the web.

Why This Matters for Brisbane Businesses

Incorrect business information in AI search creates real operational problems. A Fortitude Valley restaurant listed with the wrong opening hours loses walk-in customers. A Newstead consulting firm described as offering services it discontinued three years ago wastes time fielding irrelevant enquiries. A South Brisbane retailer shown at an old address confuses delivery drivers and frustrates customers trying to visit in person.

AI-generated answers are increasingly visible in search results, voice assistants, and conversational interfaces. Google's AI Overviews appear above traditional organic results for many queries. ChatGPT, Gemini, and Perplexity are used by consumers researching local businesses, comparing services, and checking details before visiting or calling. When these systems present incorrect information, the business has no immediate way to dispute or correct the answer in real time.

For Brisbane businesses competing in local search, entity accuracy is a trust signal. Consistent, authoritative information across your website, Google Business Profile, citations, and structured data helps search engines and AI systems understand your business correctly. Inconsistencies, outdated profiles, and conflicting citations increase the risk that AI models will surface incorrect or outdated details.

How AI Systems Generate Business Information

AI language models like ChatGPT and Gemini generate answers using a combination of training data, retrieval-augmented generation, and knowledge graph integration. Training data is a snapshot of the web up to a specific cutoff date, which means the model may have learned outdated information about your business if your details changed after that date. Retrieval systems pull live information from the web, but they prioritise high-authority sources, structured data, and frequently cited details, which may not always reflect your most current information.

Google's AI Overviews and Search Generative Experience draw from Google's Knowledge Graph, featured snippets, structured data, and trusted sources. If your Google Business Profile, website schema, or authoritative citations contain errors or inconsistencies, those errors can propagate into AI-generated answers. Perplexity and similar answer engines retrieve and synthesise information from multiple live sources, but they rely on the quality and consistency of those sources.

Hallucinations occur when a model generates plausible-sounding information that has no basis in its training data or retrieved sources. This is more common for less well-known businesses, ambiguous queries, or details that are not clearly documented online. Strengthening your entity signals reduces the risk of hallucinations by giving AI systems clear, consistent, authoritative information to draw from.

Step 1: Identify the Incorrect Information and Likely Sources

Start by documenting exactly what is wrong. Is the address outdated? Are the opening hours incorrect? Is a service listed that you no longer offer? Is a person named who no longer works for the business? Is a claim made that is factually incorrect? Write down the specific error, the platform where you found it (ChatGPT, Gemini, Perplexity, Google AI Overview), and the query that triggered the incorrect answer.

Next, identify where the incorrect information might be coming from. Common sources include your own website (if it contains outdated details), your Google Business Profile, online directories and citations (Yelp, True Local, Yellow Pages, industry directories), social media profiles, third-party review sites, news articles or press releases, and structured data markup on your site. Search for your business name, address, and phone number across Google, Bing, and directory sites to find conflicting or outdated listings.

For Brisbane businesses, check local directories, suburb-specific business listings, and industry associations. A Chermside plumber might find an old address listed on a trade directory from 2019. A Toowong accountant might discover a LinkedIn profile that still lists a previous office location. These conflicting sources can confuse AI systems and lead to incorrect answers.

Step 2: Audit Your Website and Structured Data

Your website is the most authoritative source of information about your business. Review every page where your business name, address, phone number, opening hours, services, or team members are mentioned. Check the homepage, contact page, about page, footer, service pages, and any location or team pages. Ensure all details are current and consistent.

Audit your structured data markup. Use Google's Rich Results Test or Schema Markup Validator to check for LocalBusiness, Organization, Service, OpeningHoursSpecification, and other relevant schema types. Ensure your schema markup matches your visible content and your Google Business Profile. Incorrect or outdated schema can mislead AI systems that rely on structured data for entity understanding.

If your business has multiple locations, ensure each location has its own dedicated page with unique, accurate details and location-specific schema. If you've moved, changed hours, or discontinued services, update every instance on your site and remove or redirect old pages that might still rank or be cited by AI systems.

Step 3: Correct Your Google Business Profile

Your Google Business Profile is a primary source for Google's Knowledge Graph, AI Overviews, and local search results. Log in to your profile and verify that your business name, address, phone number, website, categories, services, attributes, opening hours, and description are all accurate and current.

If you've moved, use the official address change process in Google Business Profile. If you've changed hours, update them immediately and consider adding special hours for holidays or temporary changes. If you've added or removed services, update your service list and ensure your primary and secondary categories reflect your current offerings.

Encourage recent, authentic reviews that mention your current location, services, and hours. Fresh reviews help reinforce accurate information and signal to Google that your profile is active and trustworthy. Respond to reviews that mention incorrect details and politely clarify the correct information in your response.

Step 4: Audit and Correct Citations and Directory Listings

Search for your business name, address, and phone number across major directories, review sites, and local business listings. Common Australian directories include True Local, Yellow Pages, Yelp, Start Local, and industry-specific directories. For Brisbane businesses, check suburb-specific directories, local chamber of commerce listings, and tourism or hospitality directories if relevant.

Claim and update listings where you have control. For directories where you cannot edit directly, contact the directory administrator and request a correction. Some directories allow you to suggest edits or report incorrect information. For listings on sites you no longer use or that are clearly outdated, request removal if possible.

Consistency is critical. Ensure your business name, address, and phone number (NAP) are identical across all listings, your website, and your Google Business Profile. Even small variations like 'St' versus 'Street' or 'Pty Ltd' versus 'Pty. Ltd.' can create entity ambiguity and confuse AI systems.

Step 5: Strengthen Entity Consistency Across the Web

Entity consistency means that all authoritative sources agree on the key facts about your business. This includes your name, address, phone, website, services, hours, and key people. AI systems use entity resolution to determine which information is most trustworthy, and they prioritise sources that are consistent, authoritative, and frequently cited.

Update your social media profiles (Facebook, Instagram, LinkedIn, Twitter) to reflect current details. Ensure your 'About' sections, contact information, and business descriptions are accurate. If you've published press releases, blog posts, or guest articles that mention your business, check that the details are still correct. If you have control over the content, update it. If not, consider publishing new content that reinforces the correct information.

For Brisbane businesses, consider local news sites, suburb blogs, and community directories. A Toowong café featured in a 2020 Brisbane Times article with an old address should reach out to the publication and request an update or publish fresh content that establishes the new location.

Step 6: Request Corrections from AI Platforms When Possible

Some AI platforms offer feedback or correction mechanisms. Google allows you to provide feedback on AI Overviews by clicking the feedback icon and reporting incorrect information. While this doesn't guarantee immediate correction, it helps Google identify and address errors over time. For Google Business Profile errors, use the 'Suggest an edit' feature or report the issue through the Google Business Profile support channels.

ChatGPT and other OpenAI products do not currently offer a direct business correction process, but you can provide feedback through the interface. Gemini and other Google AI products may improve over time as Google refines its entity understanding and retrieval systems. Perplexity and similar answer engines typically rely on live retrieval, so correcting your authoritative sources (website, GBP, citations) will have the most impact.

Understand that AI models are not databases you can edit directly. Corrections take time to propagate, and some errors may persist until the next model update or training cycle. The most effective strategy is to strengthen your authoritative sources and entity signals so that future retrievals and model updates pull the correct information.

Step 7: Monitor and Document Changes Over Time

Set up a monitoring process to track how your business is represented in AI-generated answers. Periodically search for your business name in ChatGPT, Gemini, Perplexity, and Google (checking for AI Overviews). Document what information is presented, whether it's accurate, and whether it has improved since your corrections.

Use a simple spreadsheet to track the date, platform, query, incorrect information, and corrective actions taken. This helps you identify patterns, measure progress, and provide evidence if you need to escalate issues with platforms or directories. For example, if ChatGPT continues to cite an old address six months after you've corrected all authoritative sources, you have documentation to support a more formal feedback request.

Monitor your Google Business Profile insights, website analytics, and customer enquiries for signs that incorrect information is causing confusion. If customers mention outdated details, ask where they found the information and use that feedback to identify sources you may have missed.

Google Search, AI Overviews and Local Pack Considerations

Google's AI Overviews and local pack results rely heavily on Google Business Profile data, structured data, and authoritative citations. If your business appears in AI Overviews with incorrect information, the error is likely rooted in your GBP, website schema, or high-authority citations that Google trusts.

For Brisbane businesses, local pack visibility depends on accurate NAP consistency, relevant categories, and strong local signals like reviews, photos, and posts. If your business is shown in the wrong suburb or with incorrect hours, audit your GBP address, service areas, and opening hours. Ensure your website's LocalBusiness schema includes accurate address, geo-coordinates, and opening hours that match your GBP.

If you serve multiple Brisbane suburbs (for example, a mobile service covering Indooroopilly, Toowong, and St Lucia), clarify your service areas in your GBP and use location-specific content on your website to reinforce your coverage. Avoid creating thin suburb pages that don't add value; instead, use case studies, service area descriptions, and local proof to demonstrate your presence and expertise.

Entity Signals, Schema and Trust Factors

Entity signals are the structured, consistent, and authoritative pieces of information that help search engines and AI systems understand your business. These include your name, address, phone, website, categories, services, hours, team members, and relationships to other entities (location, industry, parent company).

Structured data markup (schema.org) is one of the most direct ways to communicate entity information to AI systems. Use LocalBusiness or Organization schema on your homepage, Service schema on service pages, and FAQPage schema for common questions. Include sameAs properties linking to your authoritative social profiles and directory listings. Use OpeningHoursSpecification to define your hours in a machine-readable format.

Trust factors include the authority and consistency of your citations, the recency and authenticity of your reviews, the quality and freshness of your content, and the clarity of your website structure. AI systems prioritise information from trusted, frequently updated, and well-structured sources. A Brisbane business with a well-maintained website, active GBP, consistent citations, and regular content updates is far less likely to be misrepresented in AI-generated answers than a business with outdated profiles and conflicting information.

Practical Workflow Summary

Here is a condensed workflow for correcting incorrect business information in AI search: First, document the error, the platform, and the query. Second, identify likely sources by searching for your business name, address, and phone across Google, directories, and review sites. Third, audit and update your website content and structured data. Fourth, correct your Google Business Profile and ensure all details are current. Fifth, audit and correct citations and directory listings, prioritising high-authority and frequently cited sources. Sixth, strengthen entity consistency across social profiles, press mentions, and third-party content. Seventh, request corrections from AI platforms where feedback mechanisms exist. Eighth, monitor and document changes over time.

This workflow does not guarantee immediate correction, but it reduces the likelihood of errors by strengthening the authoritative, consistent, and structured information available about your business. AI systems will increasingly rely on these signals as they refine their entity understanding and retrieval processes.

For Brisbane businesses that need support with entity accuracy, AI SEO strategy, or Google Business Profile optimisation, Jason Suli Digital Marketing offers practical, long-term visibility systems that reduce the risk of misinformation and strengthen your presence across search and AI platforms.

Frequently Asked Questions

Below are common questions Brisbane businesses ask about correcting incorrect information in AI-generated answers.

Can I directly edit what ChatGPT or Gemini says about my business?

No. AI language models do not offer a direct edit function for business information. They generate answers based on training data, retrieval systems, and knowledge graphs. You cannot log in and change what they say. The most effective approach is to correct the authoritative sources they draw from: your website, Google Business Profile, structured data, and citations.

How long does it take for corrections to appear in AI-generated answers?

It varies. Google AI Overviews may reflect changes within days or weeks if you update your Google Business Profile and website schema. ChatGPT and similar models may take months to reflect corrections, as they rely on training data snapshots and periodic updates. Retrieval-based systems like Perplexity may update faster if you correct high-authority live sources.

What if the incorrect information is a hallucination with no clear source?

Hallucinations occur when AI models generate plausible but incorrect details. Strengthen your entity signals by publishing clear, authoritative, and structured information on your website, Google Business Profile, and trusted citations. The more consistent and authoritative your information, the less likely AI systems are to hallucinate details.

Should I focus on Google Business Profile or my website first?

Both. Your Google Business Profile is critical for Google's Knowledge Graph, AI Overviews, and local search. Your website is the authoritative source for detailed information and structured data. Update both simultaneously to ensure consistency and maximise the impact of your corrections.

Can I pay to correct AI-generated answers?

No. There is no paid service offered by ChatGPT, Gemini, or Google that allows you to directly edit AI-generated answers. You can invest in professional SEO and entity management services to strengthen your authoritative sources, but you cannot pay to control what AI models say about your business.

What if a competitor's incorrect information appears in AI answers?

You cannot directly correct information about another business. However, you can strengthen your own entity signals and ensure your business is represented accurately and authoritatively. If a competitor's misinformation is causing confusion, focus on clear differentiation, strong local signals, and consistent, trustworthy information about your own business.