Data as of Aug 25, 2026 · Based on 1,018 AI responses · See how Parse measures this
Food Products and Dining Services
Parse
https://parse.gl
Good Mong Kok Bakery now leads AI recommendations, particularly for its popular takeout dim sum in San Francisco's Chinatown. Across the market, AI responses show a clear split between platform-based services for office lunches and highly specialized local eateries for specific dining experiences.
| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | Praised as a popular, quick take-out dim sum spot in Chinatown. | 19% | |
| 2 | 18% | ||
| 3 | A recommended sit-down option for traditional dim sum. | 17% | |
| 4 | A top platform for managing daily corporate lunch catering. | 15% | |
| 5 | 14% | ||
| 6 | 14% | ||
| 7 | Cited for offering daily rotating restaurant options for offices. | 14% | |
| 8 | 13% | ||
| 9 | 13% | ||
| 10 | 12% | ||
| 11 | 11% | ||
| 12 | 11% | ||
| 13 | 11% | ||
| 14 | A growing recommendation for reliable corporate box lunches. | 10% | |
| 15 | 10% | ||
| 16 | 9% | ||
| 17 | 9% | ||
| 18 | 9% | ||
| 19 | 9% | ||
| 20 | 9% | ||
| 21 | 9% | ||
| 22 | 8% | ||
| 23 | 8% | ||
| 24 | 7% | ||
| 25 | 7% |
Who wins on each AI
The same market, seen by two models.
Sources AI cited
reddit.com is the page AI reaches for most here, cited in 40% of analyzed answers.
“Listed as one of several options for takeout dim sum.” → “Explicitly named 'best overall' or 'most iconic' for grab-and-go.”
Dropped from the top overall spot in the niche to third by March.
Rose from rank #34 to #4 overall between October and March.
Lost ground as a top restaurant recommendation, falling from #2 to #10.
Emerged as a dominant recommendation for zero-waste catering since November.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 32% | 32% | ||
| 29% | 12% | ||
| 0% | 28% | ||
| 29% | 9% | ||
| 13% | 24% |
The two models disagree most about Californios (ChatGPT #3, Google #25) and Hang Ah Tea Room (ChatGPT #4, Google #22).
Good Mong Kok Bakery now leads AI recommendations, particularly for its popular takeout dim sum in San Francisco's Chinatown. Across the market, AI responses show a clear split between platform-based services for office lunches and highly specialized local eateries for specific dining experiences.
Across 1,018 AI responses, Good Mong Kok Bakery is mentioned most, named in 19% of them, followed by Lai Hong Lounge (18%) and City View Restaurant (17%).
Parse measures each brand's mention rate — the share of answers naming it — across 1,018 AI responses to this market's buyer questions. Answers are collected daily and the ranking is published weekly.
Brands enter the ranking when AI answers mention them. Parse collects answers daily and publishes the re-measured set weekly, so new brands appear as AI starts recommending them.
Early responses in October often cited Benu for its
Michelin stars. From December onward, recommendations diversified to include
Lazy Bear and
Sons & Daughters, focusing more on tasting menus and unique dining experiences.
What is the best restaurant in San Francisco?
Early responses in October often cited Benu for its
Michelin stars. From December onward, recommendations diversified to include
Lazy Bear and
, focusing more on tasting menus and unique dining experiences.
AI consistently recommends platform-based services like Zerocater and for their variety and logistical management. By March, emerged as a top recommendation, particularly for its reliable box lunch and corporate catering services.
Brands mentioned
Brands mentioned
As an office manager, what's the best catering service for providing daily lunches for 50 employees?
AI consistently recommends platform-based services like Zerocater and
Fooda for their variety and logistical management. By March,
Apple Spice emerged as a top recommendation, particularly for its reliable box lunch and corporate catering services.
The market map
Recommended by need