AI SEO Statistics: Bankruptcy Lawyer (2026-07 edition)

Reading the 45 answers model by model shows how differently the three assistants treat the same bankruptcy lawyer questions. On the most consequential behavior — whether to send the buyer to a professional at all — the rate ranged from 93.3% (ChatGPT) down to 46.7% (Gemini), a 47-point gap on an identical question set.

Across the 15 bankruptcy lawyer answers it produced, ChatGPT recommended hiring a professional in 93.3% of them and suggested a DIY approach first 6.7% of the time. It named a specific provider in 6.7% of answers (about 0.2 distinct providers per answer) and included price or cost information 13.3% of the time. ChatGPT asked a clarifying question before answering in 66.7% of cases, warned about red flags or scams in 6.7%, and told the buyer to verify credentials in 13.3%, averaging 522 words per answer. On the remaining cues it told the buyer to check reviews in 13.3%, pointed to case studies or a portfolio in 13.3%, and framed the choice around local proximity in 33.3%; a selection-criteria checklist appeared in 26.7% of its answers and a recommendation to gather multiple quotes in 13.3%.

Across the 15 bankruptcy lawyer answers it produced, Claude recommended hiring a professional in 86.7% of them and suggested a DIY approach first 0% of the time. It named a specific provider in 6.7% of answers (about 0.1 distinct providers per answer) and included price or cost information 33.3% of the time. Claude asked a clarifying question before answering in 73.3% of cases, warned about red flags or scams in 26.7%, and told the buyer to verify credentials in 20%, averaging 301 words per answer. On the remaining cues it told the buyer to check reviews in 13.3%, pointed to case studies or a portfolio in 6.7%, and framed the choice around local proximity in 20%; a selection-criteria checklist appeared in 33.3% of its answers and a recommendation to gather multiple quotes in 20%.

Across the 15 bankruptcy lawyer answers it produced, Gemini recommended hiring a professional in 46.7% of them and suggested a DIY approach first 6.7% of the time. It named a specific provider in 0% of answers (about 0 distinct providers per answer) and included price or cost information 20% of the time. Gemini asked a clarifying question before answering in 0% of cases, warned about red flags or scams in 13.3%, and told the buyer to verify credentials in 0%, averaging 277 words per answer. On the remaining cues it told the buyer to check reviews in 0%, pointed to case studies or a portfolio in 0%, and framed the choice around local proximity in 13.3%; a selection-criteria checklist appeared in 6.7% of its answers and a recommendation to gather multiple quotes in 0%.

Taken together, ChatGPT is the assistant most likely to route a bankruptcy lawyer buyer to a professional (93.3%) and Gemini the least (46.7%). ChatGPT produced the longest answers, at 522 words on average. Specific providers were named most often by ChatGPT (6.7%) — even there, roughly one answer in 15 carried a name.

On other behaviors the three models move almost in lockstep — the points of near-consensus for bankruptcy lawyer, where all three landed within a few points of each other:

• Suggests a DIY approach first: 0%–6.7% across all three (a 7-point spread).
• Names a specific provider: 0%–6.7% across all three (a 7-point spread).
• Tells the buyer to check reviews: 0%–13.3% across all three (a 13-point spread).
• Mentions case studies or portfolio: 0%–13.3% across all three (a 13-point spread).

Measured question by question, the three assistants coded a response the same way most consistently on "names a specific provider" (identical coding in 93.3% of questions) and least consistently on "asks a clarifying question" (13.3%).

Beyond whether to hire, the rubric codes how carefully each assistant protects the bankruptcy lawyer buyer once a decision is made. Telling the buyer to check reviews or ratings appeared in 8.9% of answers on average. Verifying credentials or certifications appeared in 11.1%. Warning about red flags or scams appeared in 15.6%.

On structuring the decision, a selection-criteria checklist showed up in 22.2% of answers on average and a recommendation to gather multiple quotes in 11.1%. The single least-reproduced protective signal for bankruptcy lawyer is "tells the buyer to check reviews" at 8.9% on average — the clearest opening for content that supplies it, since the models are not yet reliably surfacing that guidance on their own.

The 15 questions behind every percentage on this page were drawn from real bankruptcy lawyer (legal services; buyer hiring decisions for this specific service) buyer journeys. Each was put to all 3 models once, with identical wording, so the rates above describe how the assistants handled this exact bankruptcy lawyer question set — not a general prior or a hand-picked subset. The full list is shown earlier on this page; the coded percentages are what those specific questions produced.