Opens Oct 17.

AI visibility

What AI assistants say about Honda

We asked ChatGPT

“What are the best reliable car brands? Which would you recommend and why?”

Honda was among the recommendations

Also named:

ToyotaLexusSubaruAcuraMazda

“Short answer - based on the latest industry owner‑survey and data‑driven rankings (2026): Toyota and its luxury arm Lexus are consistently the most reliable brands, followed closely by Subaru and Honda/Acura. Other brands that score well in at least some studies are Mazda, Hyundai/Kia (and Genesis), and some domestic nameplates in specific segments. ([consumerreports.org](https://www.consumerreports.org/media-room/pr…”

B

80/100 AI-readiness

global.honda (official site, from public records) · can the AI crawlers read the site? Checked by code, not by a model.

AI assistants can read pages when answering (robots.txt):No robots.txt restrictions: every assistant's fetcher may read the site when answering a question.
AI models may train on the site (robots.txt):No training crawler is blocked, so future model versions can learn about the brand from its own pages.
llms.txt for AI assistants:Not found. An llms.txt gives AI tools a reliable, curated summary of who you are.
Homepage reachable:Loads over HTTPS.
Structured data (schema.org):Found 1 JSON-LD block (WebSite, Organization, ImageObject, PostalAddress, BreadcrumbList).
Title and description:Both present and descriptive.
Sitemap:No sitemap found - crawlers discover pages slower and may miss some.
One live question to one assistant, asked by PollyX on Oct 15, 2026 and asked again about once a month. Assistants answer differently every time, so this is a sample, not a score. The full check asks 12 buyer questions of nine assistants and records every page each one reads. How AI visibility is measured

Is Honda the first recommendation, and how is it described?

That was one question to one assistant. The full check asks nine assistants 12 buyer questions each, shows where Honda is first, listed or absent, who is named instead, which pages the assistants read, and what to publish to change it.

Run the full check · €16.99 Ask it yourself, free
Looking for what real people say? See the Honda brand sentiment snapshot.

What AI says about other brands

ToyotaWayfairDepopTemuEtsyAliExpressVintedeToro