--- title: Los Angeles tours, attractions and museums in October 2026: how usable are its businesses for AI agents? · The Direct Index url: https://directindex.org/city/los-angeles-tours/2026-10?format=md --- [The Direct Index](https://directindex.org/) [Scanner](https://directindex.org/scan)[Cities](https://directindex.org/cities)[Rankings](https://directindex.org/rankings)[Search](https://directindex.org/search)[Guides](https://directindex.org/guides)[Why](https://directindex.org/why)[Method](https://directindex.org/methodology)[About](https://directindex.org/about) Monthly snapshot · Los Angeles tours, attractions and museums, US # Los Angeles tours, attractions and museums in October 2026: how usable are its businesses for AI agents? 110 shop:travel agency and office:travel agent and tourism:attraction and tourism:museum websites scanned, 82 reachable. 34% of the reachable ones turn an AI crawler away at the edge, 18% take a booking or an order on their own domain, 2 score A or B. The month is still running; the page updates hourly. 110 sites scanned 34% turn an AI crawler away 18% book or order on their own domain 2 score A or B For October 2026 so far, 110 tours, attractions and museums websites were scanned, with 82 reachable and 28 unreachable from our scanner. Among the reachable sites, 28 turn at least one AI crawler away at the edge, which is 34% of the reachable sites, while 3 sites block an AI crawler in robots.txt. Looking at direct customer access, 15 sites take a booking or an order on their own domain, which is 18% of the reachable sites, with 13 offering booking or ordering on the business's own site, 2 through a vendor on the business's own site, 4 through an unrecognised third party, and 63 having no booking or ordering path. For content and overall results, 2 sites have a menu or price list as an HTML page, 1 has it on another site, and 79 have no menu or price list, leaving grades at 0 for A, 2 for B, 20 for C, 27 for D, and 61 for F, with 2 receiving an A or B together, which is 2% of the scanned sites. Written by Gemini from the numbers on this page only, 2026-10-14; every number in it is checked against the page before it is shown. [The live index](https://directindex.org/city/los-angeles-tours) · [what changed](https://directindex.org/city/los-angeles-tours/changes) · [JSON](https://directindex.org/city/los-angeles-tours/2026-10?format=json) · [Markdown](https://directindex.org/city/los-angeles-tours/2026-10?format=md) Findings ## The state of the sites at the end of October 2026 Grades | F | 61 | | D | 27 | | C | 20 | | B | 2 | Menu or price list | none | 79 | | HTML page | 2 | | elsewhere | 1 | Direct booking or ordering | none | 63 | | own site | 13 | | third party | 4 | | vendor on own site | 2 | AI crawlers | Turn at least one away at the edge | 28 | | Block one in robots.txt | 3 | | Unreachable from our scanner | 28 | Each site counted once, by its latest full scan before the month ended. Menu and channel counts are over the 82 reachable sites. Method ## How this page is made Every business of the index's kind with a website of its own is scanned the same way, about once a month, and every scan is kept. This page takes the latest scan of each site before October 2026 ended, so a site fixed in the following month shows up in the following month's page, not here. A past month does not change. The assistant tables use the latest answer per business and question before the month ended. [Methodology](https://directindex.org/methodology) · [the live index](https://directindex.org/city/los-angeles-tours) · [all cities](https://directindex.org/cities). #### The Direct Index [Why direct](https://directindex.org/why)[About and principles](https://directindex.org/about)[Methodology](https://directindex.org/methodology)[Privacy](https://directindex.org/privacy) #### Use it [Free scanner](https://directindex.org/scan)[City indexes](https://directindex.org/cities)[Search the index](https://directindex.org/search)[Rankings](https://directindex.org/rankings)[Compare two cities](https://directindex.org/compare)[Countries](https://directindex.org/countries)[What assistants recommend](https://directindex.org/assistants)[What changed](https://directindex.org/changes)[Ask the index](https://directindex.org/ask)[Guides](https://directindex.org/guides)[Common fixes](https://directindex.org/fix)[What agent-direct means](https://directindex.org/agent-direct) #### Vendors and help [Booking and ordering vendors](https://directindex.org/vendors)[Do their terms allow agents?](https://directindex.org/vendors/terms)[Vendor verification](https://directindex.org/vendors/verification)[Website builders](https://directindex.org/builders)[Who can fix this](https://directindex.org/providers)[For agencies](https://directindex.org/agency) #### For agents [llms.txt](https://directindex.org/llms.txt)[llms-full.txt](https://directindex.org/llms-full.txt)[OpenAPI](https://directindex.org/openapi.json)[MCP server](https://directindex.org/.well-known/mcp/server-card.json)[A2A agent](https://directindex.org/.well-known/agent-card.json)[Direct feeds](https://directindex.org/direct.json) #### Data [Open data, CSV and JSON](https://directindex.org/data)[The quarterly edition](https://directindex.org/editions)[City data, JSON and Markdown](https://directindex.org/cities)[Sitemap](https://directindex.org/sitemap.xml) Business listings from OpenStreetMap contributors, ODbL. Scores 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","founder":{"@type":"Person","name":"Antonio 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/los-angeles-tours/2026-10#dataset","name":"Los Angeles tours, attractions and museums businesses and AI agents, October 2026","description":"110 shop:travel agency and office:travel agent and tourism:attraction and tourism:museum websites scanned, 82 reachable. 34% of the reachable ones turn an AI crawler away at the edge, 18% take a booking or an order on their own domain, 2 score A or B. The month is still running; the page updates hourly.","url":"https://directindex.org/city/los-angeles-tours/2026-10","temporalCoverage":"2026-10","spatialCoverage":{"@type":"Place","name":"Los Angeles"},"license":"https://opendatacommons.org/licenses/odbl/1-0/","creator":{"@id":"https://directindex.org/#org"},"isPartOf":{"@id":"https://directindex.org/#site"},"distribution":[{"@type":"DataDownload","encodingFormat":"application/json","contentUrl":"https://directindex.org/city/los-angeles-tours/2026-10?format=json"}]},{"@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Cities","item":"https://directindex.org/cities"},{"@type":"ListItem","position":2,"name":"Los Angeles tours, attractions and museums","item":"https://directindex.org/city/los-angeles-tours"},{"@type":"ListItem","position":3,"name":"October 2026","item":"https://directindex.org/city/los-angeles-tours/2026-10"}]}]} ```