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Great Question vs Optimal: what AI actually recommends

The same buying questions, run after run, to ChatGPT, Claude, Gemini, and Perplexity: the record of which of these two they name first. No opinions, no scores we invented: what the models said.

AI currently favors Optimal. Ahead in 1 of 1 shared category on consensus rank.

That is the latest close, not a verdict for all time. The model-by-model board below shows where they agree, where they split, and how both brands moved.

At the latest close, Great Question leads 0 and Optimal leads 1 across the 1 category they both appear in.

Beyond this pairing, Great Question is ranked in 1 category; Optimal is ranked in 1 category. The board below is the shared slice, where the four models place these two side by side.

The record, category by category.

Consensus rank · latest close
UX Research Toolsof 20 on the record · full ranking
  • #17OptimalNew entry at the last close
    Claude#9
    spread 10
  • #19Great QuestionNew entry at the last close
    Gemini#10
    spread 10

On consensus rank, Optimal leads here, #17 to Great Question's #19. 7 to 6 on the 0-100 score. Every model that separates the two ranks Optimal ahead. Optimal is new to the board at this close.

What the models actually said.

The ranking is the answer; these are the words behind it. Every quote is from a recorded model answer — follow the category to read it whole.

UX Research Tools

Great Question

Great Question — The best consolidation choice for teams that need research CRM, recruiting, scheduling, incentives, study execution, and an insight repository rather than a collection of separate tools.

ChatGPT

Optimal

Optimal Workshop — The strongest specialist tool for information architecture work—especially serious card sorting and tree testing—rather than a full replacement for a general UX-research platform.

ChatGPT

Where the models split.

Across the 1 category Great Question and Optimal share, the models line up cleanly in 0 and split in the 0 that remain.

Model by model, Gemini is Great Question's strongest backer, placing it ahead in 1 of the 1; Claude leans the other way, favoring Optimal in 1.

  • ChatGPTsplit 0-0
  • Claudefavors Optimal 1-0
  • Geminifavors Great Question 1-0
  • Perplexitysplit 0-0
Great Question · full AI ranking profileranked in 1 categoryOptimal · full AI ranking profileranked in 1 category