Real ChatGPT answer + Gemini simulation · index seedLyngvTW7mKYcompleteAI OverviewLegal · real estate lawcommercial
Is it worth hiring a lawyer for a dual agency conflict of interest, and who are the top rated ones in my state?
ChatGPTgpt-6Geminigemini-3.5-flash-lite3 passes + 1 real-search39 queries10/30/2026
Download run
Gemini unique queries
34
2 in ≥ half the passes · stability 35%
ChatGPT real searches predicted
40%
2 of 5 matched the simulation
Fan-out diagram
Seed → topic clusters → sub-queries, per model.
SEED QUERY
Is it worth hiring a lawyer for a dual agency conflict of interest, and who are the top rated ones in my state?
34 unique queries · 3 passes
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
Gemini simulated (34)ChatGPT real searches (5)
Classes come from the query-classifier (a local Laya model). 31 of 39 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
What the models actually searched
Each model answered the query with its own web search. These are the searches it ran, matched to the closest simulated query.
ChatGPT5 real searches · gpt-640% predicted
Illinois dual agency real estate law disclosure written consent fiduciary duties Illinois statute attorney claims Google ↗
top rated real estate litigation attorneys Joliet Illinois dual agency conflict of interest lawyers reviews Google ↗
real estate litigation attorney Google ↗
real estate broker fiduciary duty attorney Google ↗
real estate malpractice attorney Google ↗
- 225 ILCS 454/ Real Estate License Act of 2000. · my.ilga.gov
- 225 ILCS 454/ Real Estate License Act of 2000. · ilga.gov
- Article 15 - Agency Relationships :: 2025 Illinois Compiled Statutes :: U.S. Codes and Statutes :: U.S. Law :: Justia · law.justia.com
- Illinois Real Estate License Act – Section 15-45 · ilga.gov
- Top Rated Joliet, IL Real Estate Lawyers · avvo.com
- Top Rated Joliet, IL Real Estate Lawyers · avvo.com
Semantic map
Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.
Colour
SimulatedReal search
Hover a query to see its counterpart · click a topic to focus it · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +
Queries
34 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
real estate dual agency lawsuit case studies RELATED | Google ↗ AI Mode ↗ | Review real-world examples of dual agency conflicts that resulted in successful lawsuits. | Reason | case_study | dual agency legal conflicts and lawsuits | 2x of 3 | |
state bar association lawyer referral service real estate ENTITY EXPANSION | Google ↗ AI Mode ↗ | Locate official state-level directories to find verified, licensed real estate attorneys. | Comparison | web_article | top rated real estate attorneys | 2x of 3 | |
is dual agency legal conflict worth getting a lawyer REFORMULATION | Google ↗ AI Mode ↗ | Understand if the financial or legal stakes of a dual agency conflict justify the cost of legal representation. | Comparison | web_article | dual agency legal conflicts and lawsuits | 1x of 3 | |
is dual agency in real estate legal and worth getting a lawyer REFORMULATION | Google ↗ AI Mode ↗ | The user wants to know if dual agency is a legally recognized practice and whether the risks justify hiring legal counsel. | Comparison | web_article | dual agency legal conflicts and lawsuits | 1x of 3 | |
is hiring a lawyer necessary for dual agency conflict of interest REFORMULATION | Google ↗ AI Mode ↗ | Understand if legal representation is truly needed when a real estate agent represents both buyer and seller. | Consequence | web_article | dual agency legal conflicts and lawsuits | 1x of 3 | |
real estate dual agency conflict of interest lawyer cost RELATED | Google ↗ AI Mode ↗ | Determine typical lawyer fees and retainer costs associated with real estate dispute litigation. | Comparison | faq_page | dual agency legal conflicts and lawsuits | 1x of 3 | |
real estate dual agency conflict of interest lawsuit examples RELATED | Google ↗ AI Mode ↗ | The user wants to see real-world case studies or examples of dual agency conflicts turning into legal disputes. | Reason | case_study | dual agency legal conflicts and lawsuits | 1x of 3 | |
dual agency real estate conflict of interest legal consequences RELATED | Google ↗ AI Mode ↗ | Learn about the specific risks and legal pitfalls associated with dual agency transactions. | Consequence | faq_page | dual agency legal conflicts and lawsuits | 1x of 3 | |
what happens if a dual agent breaches fiduciary duty IMPLICIT | Google ↗ AI Mode ↗ | Learn the legal consequences and potential damages when a dual agent fails to act fairly for both parties. | Consequence | glossary/definition | dual agency legal conflicts and lawsuits | 1x of 3 | |
how much does a real estate litigation lawyer cost IMPLICIT | Google ↗ AI Mode ↗ | The user needs to understand the financial implications of hiring a lawyer to weigh if it is 'worth it'. | Reason | pricing_page | top rated real estate attorneys | 1x of 3 | |
how to prove breach of fiduciary duty in dual agency IMPLICIT | Google ↗ AI Mode ↗ | Find out what constitutes a breach of duty by a dual agent, which is a common reason to hire a lawyer. | Reason | how_to_steps | dual agency legal conflicts and lawsuits | 1x of 3 | |
dual agency vs designated agency legal dispute differences COMPARATIVE | Google ↗ AI Mode ↗ | Compare dual agency risks with designated agency options to understand if a legal remedy is better than negotiation. | Reason | comparison_table | dual agency legal conflicts and lawsuits | 1x of 3 | |
dual agency vs designated agency advantages and disadvantages COMPARATIVE | Google ↗ AI Mode ↗ | The user wants to compare dual agency with alternative arrangements like designated agency to understand the severity of the conflict. | Comparison | comparison_table | dual agency legal conflicts and lawsuits | 1x of 3 | |
real estate litigation attorney vs general civil lawyer for agency disputes COMPARATIVE | Google ↗ AI Mode ↗ | Determine what type of legal specialist is best equipped to handle real estate agency conflicts. | Comparison | comparison_table | top rated real estate attorneys | 1x of 3 | |
how to find top rated real estate litigation attorneys ENTITY EXPANSION | Google ↗ AI Mode ↗ | Identify directories, bar associations, or rating systems used to find reputable real estate conflict lawyers. | Comparison | buyers_guide | top rated real estate attorneys | 1x of 3 | |
top rated real estate dispute attorneys and state bar association lawyer referral ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user wants directories or official resources to find top-rated lawyers for real estate conflicts. | Comparison | review_roundup | top rated real estate attorneys | 1x of 3 | |
top rated real estate malpractice and ethics lawyers ENTITY EXPANSION | Google ↗ AI Mode ↗ | Identify specific categories and directories of lawyers who handle agent conflict of interest cases. | Comparison | review_roundup | top rated real estate attorneys | 1x of 3 | |
best questions to ask a real estate conflict lawyer consultation PERSONALIZED | Google ↗ AI Mode ↗ | Prepare for a lawyer consultation regarding a potential dual agency conflict of interest. | Reason | checklist | top rated real estate attorneys | 1x of 3 | |
i think my real estate agent breached fiduciary duty with dual agency what to do PERSONALIZED | Google ↗ AI Mode ↗ | The user is seeking immediate, actionable steps after suspecting a breach of fiduciary duty due to dual agency. | Consequence | how_to_steps | dual agency legal conflicts and lawsuits | 1x of 3 | |
finding a dual agency dispute lawyer in my jurisdiction PERSONALIZED | Google ↗ AI Mode ↗ | Locate local legal counsel specialized in real estate conflicts without relying on hardcoded geolocation data. | Comparison | map/local_pack | dual agency legal conflicts and lawsuits | 1x of 3 | |
what is dual agency in real estate definition and rules REFORMULATION | Google ↗ AI Mode ↗ | The user wants a clear definition of dual agency and the rules governing it. | Definition | glossary/definition | dual agency legal conflicts and lawsuits | 1x of 3 | |
average cost of hiring a real estate attorney for dispute resolution RELATED | Google ↗ AI Mode ↗ | Find out typical legal fees associated with hiring a lawyer for real estate transaction conflicts. | Reason | pricing_page | top rated real estate attorneys | 1x of 3 | |
can you sue a real agent for undisclosed dual agency REFORMULATION | Google ↗ AI Mode ↗ | Find out if undisclosed dual agency constitutes actionable fraud or breach of contract. | Consequence | forum/qna | dual agency legal conflicts and lawsuits | 1x of 3 | |
signs of a conflict of interest in real estate transaction RELATED | Google ↗ AI Mode ↗ | The user wants to identify specific warning signs that indicate a dual agency conflict is harming their interests. | Reason | checklist | top rated real estate attorneys | 1x of 3 | |
what is dual agency in real estate REFORMULATION | Google ↗ AI Mode ↗ | Get a clear definition of dual agency before deciding whether a conflict warrants legal action. | Definition | glossary/definition | dual agency legal conflicts and lawsuits | 1x of 3 | |
can you sue a real estate agent for dual agency breach IMPLICIT | Google ↗ AI Mode ↗ | The user wants to know the legal recourse and viability of suing an agent over a dual agency conflict. | Reason | faq_page | dual agency legal conflicts and lawsuits | 1x of 3 | |
signs of conflict of interest in real estate agent dual agency IMPLICIT | Google ↗ AI Mode ↗ | Identify red flags indicating that a dual agent is favoring the other party in a transaction. | Reason | how_to_steps | dual agency legal conflicts and lawsuits | 1x of 3 | |
dual agency legal states vs states where dual agency is illegal COMPARATIVE | Google ↗ AI Mode ↗ | The user wants to know how legal standards for dual agency vary by jurisdiction. | Comparison | dataset | dual agency legal conflicts and lawsuits | 1x of 3 | |
real estate arbitration vs litigation for dual agency disputes COMPARATIVE | Google ↗ AI Mode ↗ | Compare arbitration and court litigation to understand the process and legal costs of resolving agent conflicts. | Comparison | comparison_table | dual agency legal conflicts and lawsuits | 1x of 3 | |
best legal directories for finding real estate malpractice lawyers ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user is looking for specific platforms or directories to find specialized real estate attorneys. | Comparison | buyers_guide | top rated real estate attorneys | 1x of 3 | |
should I sue my real estate agent for undisclosed dual agency IMPLICIT | Google ↗ AI Mode ↗ | Weigh the pros and cons of pursuing formal legal action over a specific dual agency violation. | Reason | forum/qna | dual agency legal conflicts and lawsuits | 1x of 3 | |
average settlement amount for dual agency real estate breach RELATED | Google ↗ AI Mode ↗ | Find typical financial recoveries or settlement figures in dual agency lawsuits to gauge worth. | Reason | dataset | dual agency legal conflicts and lawsuits | 1x of 3 | |
how to handle real estate agent conflict of interest without court RELATED | Google ↗ AI Mode ↗ | The user wants to know alternative dispute resolution methods before committing to hiring a lawyer for a lawsuit. | Comparison | forum/qna | top rated real estate attorneys | 1x of 3 | |
checklist for hiring a real estate dispute attorney RELATED | Google ↗ AI Mode ↗ | Know what questions to ask and qualifications to look for when interviewing lawyers for an agency conflict. | Instruction | checklist | top rated real estate attorneys | 1x of 3 |
Passes
Does another pass still surface new queries? A flattening curve means the fan-out has stabilised.
Geminix = pass, y = cumulative unique queries
| Model | Pass | Target | Generated | Seconds | Tokens (in / out) | Notes |
|---|---|---|---|---|---|---|
| gemini-3.5-flash-lite | 1 | 12 | 12 | — | 923 / 1,508 | |
| gemini-3.5-flash-lite | 2 | 12 | 12 | — | 923 / 1,525 | |
| gemini-3.5-flash-lite | 3 | 12 | 12 | — | 923 / 1,524 |