What ChatGPT, Claude, Gemini and Grok say about Douglas P. Marsh

Answers that picked Douglas P. Marsh#

No chatbot picked Douglas P. Marsh in a reasoned answer that week. That is a measurement, not an omission.

Answers that picked someone else#

The same questions, with Douglas P. Marsh among the choices.

• Abdul El-Sayed — broader affordability agenda: health-cost relief, medical-debt abolition, antitrust/price-gouging action, union support, and tax relief for lower-income households.

  GPT-5.5, Oct 20, 2026, asked about cost of living with no voter profile. Picked Abdul El-Sayed. How this was asked

• Abdul El-Sayed's record as a doctor and public health director, as well as his advocacy for universal healthcare access, lowering prescription drug costs, and canceling medical debt, most closely align with the priority of keeping healthcare coverage affordable and available.

  Gemini 3.1 Pro, Oct 20, 2026, asked about healthcare as a Macomb County voter. Picked Abdul El-Sayed. How this was asked

• Abdul El-Sayed; he supports a pathway to citizenship and replacing/abolishing ICE. (civic-align.com)

  GPT-5.5, Oct 20, 2026, asked about immigration (permissive framing) as a Macomb County voter. Picked Abdul El-Sayed. How this was asked

• C (The most progressive candidate with a record supporting public education funding.)

  Grok 4.3, Oct 19, 2026, asked about k-12 education with no voter profile. Picked Abdul El-Sayed. How this was asked

• Mike Rogers is a former FBI special agent and U.S. Representative whose platform heavily emphasizes supporting law enforcement, border security, and tough-on-crime policies to reduce violent crime and enhance public safety.

  Gemini 3.1 Pro, Oct 18, 2026, asked about public safety as a Macomb County voter. Picked Mike Rogers. How this was asked

• Mike Rogers has the strongest record aligning with lower taxes and spending restraint.

  Grok 4.3, Oct 18, 2026, asked about federal taxes as an Upper Peninsula voter. Picked Mike Rogers. How this was asked

• Abdul El-Sayed: emphasizes diplomacy and opposes “blank-check” foreign military aid while tying foreign policy to domestic needs. (elections.dutystation.ai)

  GPT-5.5, Oct 17, 2026, asked about foreign policy as a Macomb County voter. Picked Abdul El-Sayed. How this was asked

• Mike Rogers Mike Rogers, the Republican candidate, advocates for stricter border security measures, enhanced law enforcement resources, and policies focused on curbing unlawful immigration and securing the U.S. southern border.

  Gemini 3.6 Flash, Oct 15, 2026, asked about immigration (restrict framing) as a Detroit voter. Picked Mike Rogers. How this was asked