The Direct Index
Report · scanned 2026-10-23

What an AI agent reads on Panza

An assistant's crawler fetches the page once, without running JavaScript, and reads the text, the structured data and the links. Below is what it gets from panzarestaurant.com, taken from the copy the scanner kept.

401

characters of text without JavaScript, too few to answer questions from

LocalBusiness

structured data for the business

3

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

Text

The words an agent gets

Title: Panza Restaurant · language en-US. First 401 of 401 characters:

Panza Restaurant (617) 557-9248(617) 557-9248HomeMENUMenuORDER ONLINEPanzaPanzaPanzaPanzaYour North End Table AwaitsFresh Italian cuisine in the heart of Boston.Lunch served daily Dinner nightlyReserve Now Photo Gallery Visit UsPanza Restaurant 326 Hanover St, Boston, MA 02113(617) 557-9248HoursOpen today05:00 pm – 10:00 pmGet directions Social Copyright © 2018 PANZA- All Rights Reserved.Powered by
Facts

What it can say about the business

A business type in JSON-LDLocalBusiness
NamePanza Restaurant
Telephone+1 617 557 9248
Addressyes
Opening hoursyes
Menu or price lista menu or price-list page in HTML panzarestaurant.com/menu
Cuisine in structured datano
JSON-LD blocks1 (GeoCoordinates, LocalBusiness, OpeningHoursSpecification, PostalAddress)
Actions

The links it would act on

LinkRoleWhere it goes
www.grubhub.com/restaurant/panza-326-hanover-st-boston/2437545orderinggrubhub, a marketplace
www.opentable.com/panza-reservations-boston?restref=37147&lang=en-bookingopentable, a marketplace

Everything here comes from fetching the homepage once as a crawler. The report turns it into a score and a list of fixes, with code to paste.