The Direct Index
Report · scanned 2026-10-15

What an AI agent reads on Liu's Cafe

An assistant's crawler fetches the page once, without running JavaScript, and reads the text, the structured data and the links. This is that view of liuscafe.com, from the copy the scanner kept.

3,383

characters of text without JavaScript

Restaurant

structured data for the business

2

of 3 AI crawlers turned away at the edge (GPTBot, ClaudeBot)

Text

The words an agent gets

Title: 劉家小鋪 Liu's Cafe — Los Angeles · language en. First 1,800 of 3,383 characters:

劉家小鋪 Liu's Cafe — Los Angeles Skip to main content Menu Story Locations Liu's Cafe Koreatown · Westwood · Los Angeles Taiwanese comfort food and Hong Kong-inspired pastries — made with craft, and the memory of the counters and night markets we grew up loving. See Menu Find Us Koreatown House Drinks The space Michelin Guide Bib Gourmand 2024 & 2025 Dining at Liu's is nostalgic yet familiar — the vintage charm of mid-century American diners, layered with traditional Chinese décor and the quiet honesty of modern minimalism. Menu starters kaya jam toast 咖椰吐司 coconut kaya spread w/ salted egg yolk pandan kaya spread w/ salted egg yolk 5.0 classics chiayi chicken rice 嘉義雞肉飯 hand-peeled chicken, white pepper, fried shallot, daikon 9.0 braised pork belly rice 滷肉飯 pork, shallot, pickled cucumber 9.5 spicy wontons 紅油抄手 hand-made pork wontons, chili oil, sesame, peanut, scallion, cilantro 10.5 mains sesame cold noodle w/ chili crisp 麻醬涼麵 taiwan noodle, sesame sauce (peanut), chili oil, cucumber, cilantro 12.0 + chicken (hand-peeled) 手撕雞 3.0 beef noodle soup 牛肉麵 taiwan noodle, beef cheek, baby bok choy, scallion, cilantro 13.0 hong kong style french toast 西多士 lava custard, brown sugar syrup, butter, maldon salt 14.0 please inform us of any allergies and dietary restrictions Braised Pork Rice 滷肉飯 pork, shallot, pickled cucumber HK French Toast 西多士 lava custard, brown sugar syrup, maldon salt Sesame Noodle 麻醬涼麵 Beef Noodle Soup 紅燒牛肉麵 Chiayi Chicken Rice 嘉義雞肉飯 Spicy Wontons 紅油抄手 hand-made pork wontons, chili oil, sesame, peanut Beverages The cup is part of it house drinks hong kong milk tea (hot) 港式奶茶(热) sweetened house blend of black tea, evaporated milk 4.5 hong kong milk tea (iced) 港式奶茶(冰) sweetened house blend of black tea, evaporated milk 5.0 lemon tea (iced) 檸檬茶(冰) black tea, si
Facts

What it can state about the business

A business type in JSON-LDRestaurant
NameLiu's Cafe
Telephoneno
Addressno
Opening hoursyes
Menu or price listnothing
Cuisine in structured dataTaiwanese, Hong Kong, Chinese
JSON-LD blocks1 (Place, PostalAddress, Restaurant)
Actions

The links it would act on

No booking or ordering link found. An agent has nothing to act on.

Everything here comes from one fetch of the homepage as a crawler; the report turns it into a score and fixes, with a kit to paste.