---
title: Where assistants send people in Lima tours, attractions and museums · The Direct Index
url: https://directindex.org/city/lima-tours/assistants?format=md
---

[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)

 Assistants · Lima tours, attractions and museums, PE · November 2026

# Where assistants send people in Lima tours, attractions and museums

23 answers from ChatGPT and Gemini, asked on 2026-11-07, to the questions people ask and to questions about the top businesses in the index. 100% of them link a business's own site or its booking software, and 26% link a marketplace, most often GetYourGuide (13%).

Fewer than 30 answers, so this share is not compared with other cities.

1 more answer named no place (a question back, or nothing found) and is left out of these shares.

100%

of answers link the business's own site or its booking software

26%

link a marketplace

13%

link GetYourGuide, the marketplace named most

23

answers, 23 to the questions people ask and 0 about businesses

Of the 23 answers to the questions people ask, 100% link a business's own site or its booking software and 26% a marketplace, GetYourGuide most often.

Updated 2026-11-08. [The Lima tours, attractions and museums index](https://directindex.org/city/lima-tours) · [Places named, question by question](https://directindex.org/city/lima-tours/recommended) · [Markdown](https://directindex.org/city/lima-tours/assistants?format=md) · [JSON](https://directindex.org/city/lima-tours/assistants.json) · [Share image](https://directindex.org/og/city/lima-tours/assistants.png) · [All cities](https://directindex.org/assistants).

 League table

## The destinations, most linked first

Each row is a place an answer can send people. Share is the percentage of all 23 answers that link to it. Each assistant's column counts only that assistant's answers.

| Destination | Kind | Answers | Share | ChatGPT | Gemini |
| --- | --- | --- | --- | --- | --- |
| **The businesses' own sites** | own site | 23 | **100%** | 11 100% | 12 100% |
| Press, guides and forums | press and guides | 7 | **30%** | 1 9% | 6 50% |
| GetYourGuide | marketplace | 3 | **13%** | 0 | 3 25% |
| 360explora.com.pe | other site | 2 | **9%** | 1 9% | 1 8% |
| Booking.com | marketplace | 2 | **9%** | 0 | 2 17% |
| santiagoqueirolo.com | other site | 2 | **9%** | 1 9% | 1 8% |
| alemape-tours.com | other site | 1 | **4%** | 0 | 1 8% |
| biketoursoflima.com | other site | 1 | **4%** | 0 | 1 8% |
| caralperu.com | other site | 1 | **4%** | 0 | 1 8% |
| Civitatis | marketplace | 1 | **4%** | 0 | 1 8% |
| enjoyperu.org | other site | 1 | **4%** | 0 | 1 8% |
| extremetourshuacachina.com | other site | 1 | **4%** | 0 | 1 8% |
| Fever | marketplace | 1 | **4%** | 0 | 1 8% |
| freewalkingtoursperu.com | other site | 1 | **4%** | 0 | 1 8% |
| Google Maps | directory | 1 | **4%** | 0 | 1 8% |

14 more destinations with fewer answers each are in the JSON.

 By assistant

## What each assistant does in Lima tours, attractions and museums

ChatGPT: answered by gpt-6-luna (11).

Gemini: answered by gemini-3.8-flash (12).

### Places named when people ask

Each assistant was asked the way people ask, with web search on, for up to three places and a link to book or order with each one directly. The table shows how many of the places it named came with a link to the place's own site, to a marketplace or to a directory, or with no link at all.

| Assistant | Own site or direct | Marketplace | Directory | No link | Places |
| --- | --- | --- | --- | --- | --- |
| ChatGPT | **83%** | 0% | 0% | 17% | 30 |
| Gemini | **71%** | 0% | 0% | 29% | 42 |

 Question by question

## Who gets named, and with which link

Asked on 2026-11-07. A place in this index links to its report. A place with its own site that isn't in the index yet links to a scan. "No link" means the assistant named the place but didn't link its site. Each question links to the full list of places named.

| Question | ChatGPT | Gemini |
| --- | --- | --- |
| [A walking tour on Sunday morning with tickets online.](https://directindex.org/city/lima-tours/recommended/walking-tour) | [Sundays in Lima](https://directindex.org/scan/freewalkingtoursperu.com) own site
[Lima Walking Tour](https://directindex.org/scan/limawalkingtour.com) own site
[Museo Larco](https://directindex.org/r/museolarco.org) own site | [Lima Walking Tour](https://directindex.org/scan/limawalkingtour.com) own site
[Free Walking Tours Peru](https://directindex.org/r/freewalkingtoursperu.com) own site
[Museo Larco](https://directindex.org/r/museolarco.org) own site |
| [A food tour this Saturday evening for two, book it.](https://directindex.org/city/lima-tours/recommended/food-tour) | [The Lima Gourmet Company](https://directindex.org/scan/limagourmetcompany.com) own site
[Lima Food Tour](https://directindex.org/scan/limafoodtour.com) own site | [The Lima Gourmet Company](https://directindex.org/scan/limagourmetcompany.com) own site
[Exquisito Perú](https://directindex.org/r/exquisitoperu.com) own site
[A Chefs Tour](https://directindex.org/scan/achefstour.com) own site |
| [Skip-the-line tickets for the main museum tomorrow, where do I buy them?](https://directindex.org/city/lima-tours/recommended/museum-tickets) | [Museo Larco](https://directindex.org/r/museolarco.org) own site | [Museo Larco](https://directindex.org/r/museolarco.org) own site
[Museo de Arte de Lima](https://directindex.org/r/mali.pe) own site
Huaca Pucllana no link |
| [A bike tour of the city for a family with kids, book for Saturday.](https://directindex.org/city/lima-tours/recommended/bike-tour) | [Llama Bikes](https://directindex.org/scan/llamabikes.com) own site
[Lima Bike Rental & Tours](https://directindex.org/scan/limabikerental.pe) own site
[Bike Tours of Lima](https://directindex.org/scan/biketoursoflima.com) own site | nothing named |
| [A day trip out of the city with a guide this week, tickets online.](https://directindex.org/city/lima-tours/recommended/day-trip) | [Peru Hop](https://directindex.org/r/bushop.com) own site
[Turibus](https://directindex.org/r/turibus.pe) own site
[Zona Arqueológica Caral](https://directindex.org/scan/zonacaral.gob.pe) own site | [Peru Hop](https://directindex.org/r/peruhop.com) no link
Ballestas Islands no link
[Huacachina](https://directindex.org/scan/bushop.com) own site
Zona Arqueológica Caral no link |
| [A sunset boat tour tomorrow, I want to book directly.](https://directindex.org/city/lima-tours/recommended/boat-tour) | [Vibras × Mandala](https://directindex.org/scan/vymexperienceperu.com) own site
[Yate Callao](https://directindex.org/scan/yatecallao.org.pe) own site
[Glide Water Tours](https://directindex.org/scan/glide.pe) own site | Yates Perú no link
[What they offer](https://directindex.org/scan/yatesperu.com) own site
[Ecocruceros](https://directindex.org/scan/ecocruceros.com) own site
[Mar Adentro Excursiones](https://directindex.org/scan/maradentroperu.com) own site |
| [A wine tasting or vineyard visit this weekend, book for two.](https://directindex.org/city/lima-tours/recommended/wine-tasting) | [Haku Tours](https://directindex.org/r/hakutours.com) no link
[Exquisito Perú](https://directindex.org/r/exquisitoperu.com) no link | [Exquisito Perú](https://directindex.org/r/exquisitoperu.com) no link
[Overview](https://directindex.org/r/exquisitoperu.com) own site
[Tambo Tacama / Bodega Tacama](https://directindex.org/scan/tacama.com) own site
[Hotel Viñas Queirolo](https://directindex.org/scan/hotelvinasqueirolo.com) own site |
| [Kayaking or paddleboarding tomorrow morning, tickets online.](https://directindex.org/city/lima-tours/recommended/kayak) | [Vibras × Mandala](https://directindex.org/scan/vymexperienceperu.com) own site
[Aloha Perú Paddle](https://directindex.org/scan/alohaperupaddle.com) own site
[Glide](https://directindex.org/scan/glide.pe) own site | Izi Perú no link
[Activity](https://directindex.org/scan/iziperu.com) own site
[Vivid Peru](https://directindex.org/scan/vividperu.com) own site |
| [A private guide for half a day with the family, how do I book one?](https://directindex.org/city/lima-tours/recommended/private-guide) | Eder Peña, Official Lima Tour Guide no link
Book a private tour no link
Request custom tour no link
[Museo Larco](https://directindex.org/r/museolarco.org) own site | Hotel Concierge no link
Direct Tour Operators no link
Guide Platforms no link
[Lima Mentor](https://directindex.org/r/limamentor.com) own site |
| [A ghost or night walking tour tonight, two tickets.](https://directindex.org/city/lima-tours/recommended/night-tour) | nothing named | [Museo Cementerio Presbítero Matías Maestro](https://directindex.org/r/beneficenciadelima.org) own site
[Legends Tours Peru](https://directindex.org/scan/legendstoursperu.com) own site
[Izi Perú](https://directindex.org/scan/iziperu.com) own site |
| [A local cooking class this week, book two places.](https://directindex.org/city/lima-tours/recommended/cooking-class) | [Luchito’s Peruvian Cooking Class](https://directindex.org/scan/luchitoscookingclass.com) own site
[Exquisito Perú](https://directindex.org/r/exquisitoperu.com) own site
[Peruvian Cooking Classes](https://directindex.org/scan/peruviancookingclasses.com) own site | Luchitos Peruvian Cooking Class no link
[Overview](https://directindex.org/scan/luchitoscookingclass.com) own site
[SkyKitchen Peruvian Cooking Classes](https://directindex.org/scan/skykitchen.pe) own site
[Urban Kitchen](https://directindex.org/scan/urbankitchen.pe) own site |
| [It's raining. Something fun to book indoors for this afternoon.](https://directindex.org/city/lima-tours/recommended/rainy-day) | [Countdown Perú](https://directindex.org/scan/countdownperu.com) own site
[Museo Jade Rivera](https://directindex.org/r/museojaderivera.com) own site
[Museo Larco](https://directindex.org/r/museolarco.org) own site | [Museo Larco](https://directindex.org/r/museolarco.org) own site
ChocoMuseo Miraflores no link
[MALI](https://directindex.org/r/mali.pe) own site |

 Method

## How this is counted

Everything here is counted in answers, using the latest answer from each assistant to each question, asked with web search on. Some questions are the ones people ask ("best pizza delivered right now", "book me a table for Saturday"). The others are three questions about each of the top-ranked businesses in the index: the official website, where to book and where to order. Every link in an answer is read. A destination counts once for each answer that links to it, whether as the place to book or as a source the assistant cited. So each share is the share of answers that link that destination, and the shares don't add up to 100%.

All the businesses' own sites share one row, whatever the business. A booking or ordering vendor on the business's own domain counts as direct. Marketplaces and directories are named. Listing, review and map sites (Tripadvisor, Google Maps, Yelp) count as directories, even where the scanner files them with the marketplaces. Newspapers, magazines, guides, forums and tourism sites share one row. Anything left is listed by its registered domain, and a model sorts each of those unknown hosts once into directory, press, marketplace, vendor, business or other, with the reason shown. Text that only looks like a host because a space is missing ("them.here") is dropped. Business names are matched against the index. A place that isn't in the index links to a scan of its site, if the assistant gave one.

Updated 2026-11-08. The data is open, and the JSON version of this page has every destination. [Methodology](https://directindex.org/methodology).

#### The Direct Index

[Why direct](https://directindex.org/why)[What agent-direct means](https://directindex.org/agent-direct)[About and principles](https://directindex.org/about)[Methodology](https://directindex.org/methodology)[Privacy](https://directindex.org/privacy)[Terms](https://directindex.org/terms)[Corrections](https://directindex.org/corrections)[Legal notice](https://directindex.org/legal)

#### 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)[What assistants recommend](https://directindex.org/assistants)[Ask the index](https://directindex.org/ask)

#### Vendors and help

[Booking and ordering vendors](https://directindex.org/vendors)[Which vendors' 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 come from OpenStreetMap contributors, under the ODbL. 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","@type":"Dataset","name":"Where AI assistants send people in Lima tours, attractions and museums","url":"https://directindex.org/city/lima-tours/assistants","description":"Lima tours, attractions and museums: 100% of 23 assistant answers link a business's own site and 26% a marketplace, GetYourGuide most often. From ChatGPT, Claude and Gemini, November 2026.","license":"https://opendatacommons.org/licenses/odbl/","creator":{"@id":"https://directindex.org/#org"},"temporalCoverage":"2026-11","distribution":[{"@type":"DataDownload","encodingFormat":"application/json","contentUrl":"https://directindex.org/city/lima-tours/assistants.json"},{"@type":"DataDownload","encodingFormat":"text/markdown","contentUrl":"https://directindex.org/city/lima-tours/assistants?format=md"}]}
```