--- title: Mumbai tours, attractions and museums in November 2026: which businesses can AI agents use? · The Direct Index url: https://directindex.org/city/mumbai-tours/2026-11 --- [The Direct Index](https://directindex.org/) [Scanner](https://directindex.org/scan)[Cities](https://directindex.org/cities)[Numbers](https://directindex.org/stats)[Rankings](https://directindex.org/rankings)[Search](https://directindex.org/search)[Guides](https://directindex.org/guides)[About](https://directindex.org/about) Monthly snapshot · Mumbai tours, attractions and museums, IN # Mumbai tours, attractions and museums in November 2026: which businesses can AI agents use? 873 shop:travel agency and office:travel agent and tourism:attraction and tourism:museum websites were scanned (dead addresses left out), and 794 of them could be read. 25% turn an AI crawler away at the edge. Of the ones that could be read, 26% take bookings or orders on their own domain. In all, 72 score A or B. The month isn't over yet, so this page updates every hour. 873 sites scanned 25% turn an AI crawler away 26% book or order on their own domain 72 score A or B For November 2026 so far, 873 websites were scanned, with 794 reachable and 79 unreachable from our scanner. Looking at access restrictions, 221 sites turn at least one AI crawler away at the edge, which is 25% of the scanned sites, while 44 sites block an AI crawler in robots.txt. When customers look to arrange a visit, 206 sites take direct booking or ordering on their own domain, which is 26% of the reachable sites, while 1 site offers booking or ordering only through a marketplace, 7 through an unrecognised third party, and 580 have no booking or ordering path. For price details and overall performance, 8 sites present a menu or price list as an HTML page, 786 have no menu or price list, and grades stand at A 3, B 69, C 190, D 168, and F 443, with A or B together at 72, which is 8% of the scanned sites. Written by Gemini from the numbers on this page only, 2026-11-08; every number in it is checked against the page before it is shown. [The live index](https://directindex.org/city/mumbai-tours) · [what changed](https://directindex.org/city/mumbai-tours/changes) · [JSON](https://directindex.org/city/mumbai-tours/2026-11?format=json) · [Markdown](https://directindex.org/city/mumbai-tours/2026-11?format=md) Findings ## How the sites stood at the end of November 2026 Grades | F | 443 | | C | 190 | | D | 168 | | B | 69 | | A | 3 | Menu or price list | none | 786 | | HTML page | 8 | Direct booking or ordering | none | 580 | | own site | 206 | | third party | 7 | | marketplace | 1 | AI crawlers | Turn at least one away at the edge | 221 | | Block one in robots.txt | 44 | | Unreachable from the scanner | 79 | Each site is counted once, using its latest full scan before the month ended. The menu and channel counts cover the 794 sites the scanner could read; the AI crawler counts and the grades cover all 873 scanned sites. Dead addresses are left out of every count. Method ## How this page is made Every business of this kind that has its own website gets the same scan, about once a month, and every scan is kept. This page uses each site's latest scan from before the end of November 2026. A site fixed the month after shows up on the next month's page. A past month doesn't change. The assistant tables use the latest answer per business and question from before the month ended. 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Scores are published under the same licence. ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://directindex.org/#org","name":"The Direct Index","url":"https://directindex.org/","logo":"https://directindex.org/favicon.svg","email":"hello@directindex.org","founder":{"@type":"Person","@id":"https://directindex.org/#antonio","name":"Antonio Curado","sameAs":["https://x.com/ab_curado"]},"description":"Independent measurement of whether AI agents can find, read and act on a business's own website."},{"@type":"WebSite","@id":"https://directindex.org/#site","url":"https://directindex.org/","name":"The Direct Index","publisher":{"@id":"https://directindex.org/#org"},"inLanguage":"en","potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://directindex.org/scan?url={url}"},"query-input":"required name=url"}},{"@type":"WebAPI","name":"The Direct Index API","url":"https://directindex.org/openapi.json","documentation":"https://directindex.org/llms-full.txt","provider":{"@id":"https://directindex.org/#org"}}]} {"@context":"https://schema.org","@graph":[{"@type":"Dataset","@id":"https://directindex.org/city/mumbai-tours/2026-11#dataset","name":"Mumbai tours, attractions and museums businesses and AI agents, November 2026","description":"873 shop:travel agency and office:travel agent and tourism:attraction and tourism:museum websites were scanned (dead addresses left out), and 794 of them could be read. 25% turn an AI crawler away at the edge. 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