Using Different ChatGPT Models Changes Which Law Firm Brands Get Seen

Your Recommendation Depends on the Model

Two people can ask ChatGPT the same legal question and see different answers, different sources, and different law firms. Recent findings show that ChatGPT’s default and premium models have very little overlap in who they cite. In one analysis, only a small percentage of sources appeared in both responses. Brand visibility can drastically change depending on which model is generating the answer.

A firm’s mention in AI-generated answers depends on whether its brand appears in the types of sources these systems reference and trust, which vary across models.

Different Models Favor Different Types of Brands

Not every version of ChatGPT pulls from the web the same way. Some models tend to rely more on third-party sources like articles, reviews, and media coverage. While others lean more heavily on brand-owned content, including company websites, product pages, and pricing information.

The current premium model, 5.4,  cited brand websites far more often, while the default model leaned toward external coverage of the same brands.

These findings claim that a law firm with strong media mentions, directory listings, and review site presence may show up more in the default, free ChatGPT experience. A firm with well-built service pages and detailed content on its own website may show up more for users who pay for the premium models.

Rankings Alone Don’t Guarantee Visibility

Strong rankings in Google still matter, but they do not fully explain what shows up in AI answers. The analysis found that many of the sources cited by ChatGPT’s premium model did not appear in Google or Bing results for the same query. In some cases, the majority of cited domains were not ranking at all for that search.

That means AI answers can come from sources that would not normally be considered top performers in traditional search. Law firms may miss where attention is actually going if they focus only on ranking positions.

What Law Firms Should Focus on Right Now

Strong coverage across trusted sources still matters. That includes legal directories, review platforms, media mentions, and any site where your firm is referenced. These signals increase the chances of being picked up when AI pulls from third-party content.

At the same time, firm-owned content carries more weight in certain answers. Practice area pages, detailed service content, and clear explanations of case types give AI systems something to reference directly.

Consistency across both coverage and owned content gives law firms more opportunities to be included, regardless of how the answer is being built.

Pulling Ahead as AI Visibility Expands

As AI continues to influence how legal questions are answered, firms that invest in both third-party coverage and firm-owned content are more likely to stay in front of potential clients across different models.

TSEG helps law firms maintain visibility across different AI models by strengthening both areas. Reach out today to see how your firm can be included in the sources these systems rely on.