Sample data. Every restaurant on this site is fictional until the first live run. Real tallies replace them automatically.
Where AI Eats

October 2026 · 9 answers · 14 places named

Steakhouse in Charlotte

What ChatGPT, Gemini, Perplexity said when asked for the best steakhouses in Charlotte, NC. Ranked by how many of the 9 answers named each place.

  • ChatGPT
  • Gemini
  • Perplexity
  • One dot per answer. Filled = named.
# Restaurant ChatGPTGeminiPerplexity Named Avg. spot Change
1 Sample Meridian Grill 571 Canal St 7/9 5.0 Steady
2 Sample Lantern Butcher & Table 536 Grand Ave 6/9 2.8 Steady
3 Sample Marble Prime 162 Grand Ave 6/9 3.3 Steady
4 Sample Atlas Chop House 493 Elm St 6/9 4.0 Steady
5 Sample Compass Chop House 736 Elm St 6/9 5.2 Steady
6 Sample Paper Grill 245 Canal St 6/9 5.2 Steady
7 Sample Copper Chop House 728 Union St 5/9 4.0 -4
8 Sample Signal Steak Room 885 Bridge St 5/9 4.2 -4
9 Sample Cinder Prime 929 Union St 5/9 5.2 Steady
10 Sample Harbor Steak Room 299 Union St 4/9 3.5 Steady
11 Sample Theorem Butcher & Table 883 Union St 3/9 4.0 Steady
12 Sample Juniper Steak Room 600 Canal St 3/9 4.0 Steady
13 Sample Orchard Grill 726 Union St 2/9 5.0 Steady
14 Sample Glass Butcher & Table 456 Main St 1/9 6.0 Steady

"Named" is how many of the 9 answers mentioned the restaurant (3 per engine). "Avg. spot" is its average position in the answers that named it. A move needs a shift of 2+ answers; smaller changes are within normal run-to-run variation and are marked Steady.

The exact questions we asked
  1. “What are the best steakhouses in Charlotte, NC?”
  2. “I'm visiting Charlotte, NC soon. Which steakhouses should I try? Give me your top picks.”
  3. “Rank the top 10 steakhouses in Charlotte, NC right now, best first.”

Each of the 3 engines answered each question 1 time with web search on.

Steakhouse elsewhere