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What’s the best coffee Shops in Seattle, according to AI?

The public record of what ChatGPT, Claude, Gemini, and Perplexity recommend — ranked across 8 spots, updated weekly.

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Espresso Vivace holds #1 on consensus, at 91.

  • ChatGPTEspresso Vivace
  • ClaudeEspresso Vivace
  • GeminiEspresso Vivace
  • PerplexityMilstead & Co.
Best Coffee Shops in Seattle: how 4 AI models rank the top brands. Each model column is ranked independently.
Consensus rankChatGPT#1 Espresso VivaceClaude#1 Espresso VivaceGemini#1 Espresso VivacePerplexity#1 Milstead & Co.
1
Espresso VivaceUp 1 from last week
91
#190No change from last week
#196No change from last week
#194No change from last week
#383Down 2 from last week
2
Milstead & Co.Up 1 from last week
87
#385Up 1 from last week
#285No change from last week
#287Up 1 from last week
#193No change from last week
3
Analog CoffeeUp 1 from last week
83
#288Up 4 from last week
#380Up 1 from last week
#381Up 1 from last week
#285Up 3 from last week
4
Elm Coffee RoastersNew entry this week
73
#569Down 1 from last week
#478Down 1 from last week
#476No change from last week
#569Down 1 from last week
5
Victrola Coffee RoastersDown 1 from last week
70
#472Down 1 from last week
#668Up 1 from last week
#669No change from last week
#472No change from last week
6
Storyville CoffeeNo change from last week
69
#666No change from last week
#575No change from last week
#575Down 1 from last week
#762Up 1 from last week
7
Monorail EspressoUp 2 from last week
60
#756Up 1 from last week
#755Up 2 from last week
#765No change from last week
#664Up 2 from last week
8
Anchorhead CoffeeUp 4 from last week
53
#852No change from last week
#846Up 3 from last week
#859Up 2 from last week
#855Re-entered the ranking
Swipe4 models

The last 12 weeks.

Consensus rank · top 5
1234511 WEEKS AGOTHIS WEEK
Espresso VivaceMilstead & Co.Analog CoffeeElm Coffee RoastersVictrola Coffee Roasters
Consensus rank by week for the top 5 brands, oldest week first
Brand11 wk ago10 wk ago9 wk ago8 wk ago7 wk ago6 wk ago5 wk ago4 wk ago3 wk ago2 wk ago1 wk agoThis week
Espresso Vivace#3#3#3#3#3#3#3#2#2#1#1#1
Milstead & Co.#1#1#1#2#1#1#1#1#1#2#2#2
Analog Coffee#5#5#4#4#4#5#4#4#3#3#3#3
Elm Coffee Roastersnot rankednot rankednot rankednot rankednot rankednot rankednot rankednot rankednot rankednot rankednot ranked#4
Victrola Coffee Roasters#4#4#5#5#5#4#5#5#5#5#4#5
How this ranking is measured580 queries · 4 models · updated this weekPreview data

This is the public record for best coffee shops in seattle: the same questions, every model, every week. We ask ChatGPT, Claude, Gemini, Perplexity the real questions buyers ask in this category — 580 of them this period — and record which brands each model recommends and in what order. Scores are the share and prominence of those recommendations on a 0–100 scale.

Each model is ranked independently, so the columns disagree when the models disagree. The consensus rank is the blended position across all 4 models. Movement compares against last week.

We report what the models say. We don’t editorialize, and brands can’t pay to change their position.

During the preview period, the rankings shown are simulated sample data while our measurement pipeline comes online. The format, scoring, and methodology are final — the numbers become live once the crawl begins.

Last updated: July 1, 2026

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Best Coffee Shops in Seattle#1 Espresso Vivace · this page