Original research · 2026-07 edition

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

40 questions · 120 AI responses · 3 models · measured 2026-07-06

The question bank

The questions we tested — sampled from real buyer journeys in family lawyer.

Each model answered every question once, same wording, same day. These are the prompts behind every percentage on this page.

How much should I expect to pay for a retainer fee for a divorce lawyer?
Can I handle my own child custody case if my ex has already hired a lawyer?
What are the signs of a bad family law attorney during the initial consultation?
I just found out my husband is hiding assets, do I need a forensic accountant or just a lawyer?
How do I switch family lawyers in the middle of a case if I'm not happy with the current one?
Is it cheaper to use a mediator instead of hiring two separate divorce attorneys?
What happens if I can't afford a lawyer for my upcoming child support hearing?
Does a mother always get primary custody or is the default 50/50 in most states now?
Show all 40 questions
What specific questions should I ask a lawyer about their experience with high-conflict custody?
How long does a typical uncontested divorce take from start to finish?
My ex is moving out of state with our kids, what legal steps can I take immediately?
Can a family lawyer help me update my prenuptial agreement after 10 years of marriage?
What is the difference between a flat fee and hourly billing for family legal services?
I need an emergency custody order because of safety concerns, what is the very first step?
Should I hire a big law firm or a solo practitioner for a complex divorce?
How do I prove my spouse is unfit for unsupervised visitation in court?
Can I get my spouse to pay for my legal fees if they make significantly more money than me?
What documents should I prepare and bring to my first meeting with a family law attorney?
How does the court decide who gets to stay in the house during a divorce?
Is it worth hiring a lawyer for a simple name change or is that something I can do myself?
What are the red flags that a lawyer is just trying to drag out the case to bill more hours?
My partner and I are separating but weren't married, do I have any legal rights to our shared property?
Can a lawyer help me recover unpaid child support from over ten years ago?
What’s the best way to find a family lawyer who specializes in LGBTQ+ parental rights?
How do I protect my small business assets from being split during a divorce?
If my spouse and I agree on everything, do we still have to physically go to court?
What is collaborative law and is it actually less stressful than a traditional divorce?
How much does it typically cost to file a restraining order through a private lawyer?
Can I sue my ex-spouse for repeatedly not following the court-ordered visitation schedule?
What should I do if my divorce lawyer hasn't responded to my emails or calls for over a week?
Are there any free legal clinics for low-income families dealing with custody issues?
How do I know if I need a specialist for an international child custody dispute?
Can a family lawyer help with adult adoption or is that a different legal specialty?
What are the pros and cons of filing for legal separation instead of a full divorce?
How is the 'best interest of the child' actually determined by a judge in a custody battle?
I think my lawyer is being too aggressive and it's making negotiations worse, what are my options?
Can I file for divorce if I don't know where my spouse is currently living?
How do I find a lawyer who is specifically trained to handle domestic abuse situations?
What is the average hourly rate for a family law attorney in a mid-sized city?
Do I need a lawyer to help me modify my alimony payments after losing my job?

Model by model

20-point average divergence: which AI you ask changes the answer.

The divergence index is the average gap between the most and least likely model per behavior. Higher = the models disagree more about family lawyer buyers.

Behavior rates across 40 family lawyer buyer questions, 2026-07 edition. Last column: average across models.
ChatGPTClaudeGeminiConsensus
Recommends hiring a professional93%88%50%50%
Suggests DIY first30%18%15%75%
Names specific providers3%8%8%95%
Gives price or cost info18%28%20%75%
Tells to check reviews8%3%0%93%
Tells to verify credentials10%8%0%85%
Mentions case studies / portfolio8%3%0%93%
Mentions local proximity60%43%28%28%
Gives selection criteria30%25%15%65%
Warns about red flags13%8%8%95%
Asks a clarifying question70%70%0%15%
Recommends multiple quotes20%10%3%78%

By model

How each assistant handled Family Lawyer questions.

Reading the 120 answers model by model shows how differently the three assistants treat the same family lawyer questions. On the most consequential behavior — whether to send the buyer to a professional at all — the rate ranged from 92.5% (ChatGPT) down to 50% (Gemini), a 43-point gap on an identical question set.

Across the 40 family lawyer answers it produced, ChatGPT recommended hiring a professional in 92.5% of them and suggested a DIY approach first 30% of the time. It named a specific provider in 2.5% of answers (about 0 distinct providers per answer) and included price or cost information 17.5% of the time. ChatGPT asked a clarifying question before answering in 70% of cases, warned about red flags or scams in 12.5%, and told the buyer to verify credentials in 10%, averaging 535 words per answer. On the remaining cues it told the buyer to check reviews in 7.5%, pointed to case studies or a portfolio in 7.5%, and framed the choice around local proximity in 60%; a selection-criteria checklist appeared in 30% of its answers and a recommendation to gather multiple quotes in 20%.

Across the 40 family lawyer answers it produced, Claude recommended hiring a professional in 87.5% of them and suggested a DIY approach first 17.5% of the time. It named a specific provider in 7.5% of answers (about 0.3 distinct providers per answer) and included price or cost information 27.5% of the time. Claude asked a clarifying question before answering in 70% of cases, warned about red flags or scams in 7.5%, and told the buyer to verify credentials in 7.5%, averaging 299 words per answer. On the remaining cues it told the buyer to check reviews in 2.5%, pointed to case studies or a portfolio in 2.5%, and framed the choice around local proximity in 42.5%; a selection-criteria checklist appeared in 25% of its answers and a recommendation to gather multiple quotes in 10%.

Across the 40 family lawyer answers it produced, Gemini recommended hiring a professional in 50% of them and suggested a DIY approach first 15% of the time. It named a specific provider in 7.5% of answers (about 0.2 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 7.5%, and told the buyer to verify credentials in 0%, averaging 281 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 27.5%; a selection-criteria checklist appeared in 15% of its answers and a recommendation to gather multiple quotes in 2.5%.

Taken together, ChatGPT is the assistant most likely to route a family lawyer buyer to a professional (92.5%) and Gemini the least (50%). ChatGPT produced the longest answers, at 535 words on average. Specific providers were named most often by Claude (7.5%) — even there, roughly one answer in 13 carried a name.

Where they disagree

The behaviors where the choice of model changes the answer.

The divergence index for this study is 19.7 points — the average distance between the most and least likely model across the coded behaviors. The gaps below are where which assistant a family lawyer buyer happens to ask matters most:

  • Asks a clarifying question: from 0% (Gemini) to 70% (ChatGPT) — a 70-point spread.
  • Recommends hiring a professional: from 50% (Gemini) to 92.5% (ChatGPT) — a 43-point spread.
  • Mentions local proximity: from 27.5% (Gemini) to 60% (ChatGPT) — a 33-point spread.
  • Recommends multiple quotes: from 2.5% (Gemini) to 20% (ChatGPT) — a 18-point spread.
  • Suggests a DIY approach first: from 15% (Gemini) to 30% (ChatGPT) — a 15-point spread.

The widest single gap — asks a clarifying question, 70 points — means a family lawyer buyer can receive materially different guidance on the same question depending only on which assistant they happen to open, so any visibility strategy built on a single model's behavior describes only part of the family lawyer market.

Where they agree

The points of near-consensus in Family Lawyer.

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

  • Names a specific provider: 2.5%–7.5% across all three (a 5-point spread).
  • Warns about red flags or scams: 7.5%–12.5% across all three (a 5-point spread).
  • Tells the buyer to check reviews: 0%–7.5% across all three (a 8-point spread).
  • Mentions case studies or portfolio: 0%–7.5% across all three (a 8-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 95% of questions) and least consistently on "asks a clarifying question" (15%).

Every behavior, measured

All twelve coded behaviors for Family Lawyer, averaged across the three models.

The behaviors AI models reproduce most often for family lawyer are recommends hiring a professional (76.7% on average), asks a clarifying question (46.7%) and mentions local proximity (43.3%); the rarest are mentions case studies or portfolio (3.3%), tells the buyer to check reviews (3.3%) and tells the buyer to verify credentials (5.8%). Each figure below is the share of a model's 40 answers in which the behavior appeared at least once, averaged across the 3 models with the full per-model range in parentheses:

  • Recommends hiring a professional: 76.7% on average (ChatGPT 92.5%, Claude 87.5%, Gemini 50%) — a 43-point spread.
  • Asks a clarifying question: 46.7% on average (ChatGPT 70%, Claude 70%, Gemini 0%) — a 70-point spread.
  • Mentions local proximity: 43.3% on average (ChatGPT 60%, Claude 42.5%, Gemini 27.5%) — a 33-point spread.
  • Gives selection criteria: 23.3% on average (ChatGPT 30%, Claude 25%, Gemini 15%) — a 15-point spread.
  • Gives price or cost information: 21.7% on average (ChatGPT 17.5%, Claude 27.5%, Gemini 20%) — a 10-point spread.
  • Suggests a DIY approach first: 20.8% on average (ChatGPT 30%, Claude 17.5%, Gemini 15%) — a 15-point spread.
  • Recommends multiple quotes: 10.8% on average (ChatGPT 20%, Claude 10%, Gemini 2.5%) — a 18-point spread.
  • Warns about red flags or scams: 9.2% on average (ChatGPT 12.5%, Claude 7.5%, Gemini 7.5%) — a 5-point spread.
  • Names a specific provider: 5.8% on average (ChatGPT 2.5%, Claude 7.5%, Gemini 7.5%) — a 5-point spread.
  • Tells the buyer to verify credentials: 5.8% on average (ChatGPT 10%, Claude 7.5%, Gemini 0%) — a 10-point spread.
  • Tells the buyer to check reviews: 3.3% on average (ChatGPT 7.5%, Claude 2.5%, Gemini 0%) — a 8-point spread.
  • Mentions case studies or portfolio: 3.3% on average (ChatGPT 7.5%, Claude 2.5%, Gemini 0%) — a 8-point spread.

Trust signals

How well the models protect the family lawyer buyer.

Beyond whether to hire, the rubric codes how carefully each assistant protects the family lawyer buyer once a decision is made. Telling the buyer to check reviews or ratings appeared in 3.3% of answers on average. Verifying credentials or certifications appeared in 5.8%. Warning about red flags or scams appeared in 9.2%.

On structuring the decision, a selection-criteria checklist showed up in 23.3% of answers on average and a recommendation to gather multiple quotes in 10.8%. The single least-reproduced protective signal for family lawyer is "tells the buyer to check reviews" at 3.3% on average — the clearest opening for content that supplies it, since the models are not yet reliably surfacing that guidance on their own.

Referral behavior

Do AI models name Family Lawyer providers?

For service providers the decisive question is whether these systems name anyone at all. Across 120 family lawyer answers, a specific provider was named in 5.8% of responses on average — roughly 0.2 distinct providers per answer. In practice the assistants behave far more as an explanatory layer than as a referral engine for family lawyer: visibility comes from being the reasoning a model reproduces, not from being the named recommendation.

The question set

What these 40 Family Lawyer questions cover.

The 40 questions behind every percentage on this page were drawn from real family 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 family 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.

How to read this

A note on the numbers.

A percentage here is the share of a model's 40 answers in which the behavior appeared at least once — not a confidence score. Because each model answered every question exactly once on 2026-07-06, the figures describe this specific family lawyer question set and snapshot rather than a general prior. The full protocol and coding rubric are documented in the study methodology.

Methodology

A controlled snapshot, documented end to end.

40 standardized buyer questions per industry, one response per model per question (ChatGPT (gpt-5-mini), Claude (claude-sonnet-5), Gemini (gemini-3-flash-preview)), collected 2026-07-06, coded against a fixed 12-behavior rubric with human QA. AI outputs vary with model version, location and time — figures describe this sample and window, and are refreshed each edition. Read the full methodology →