costcotravel.com
Gemini · gemini-2.5-flash · HTTP · Target costcotravel.comA measurement at one moment, not a verdict · MethodologyCostco Travel is accessible to AI agents and performs well for booking and support, but struggles to provide complete answers for pricing, fees, and contact information.
Publish llms.txt+674 → 80
All of them together: 92 (A)
Projected from the audit record. After fixing, re-run the task or re-measure to confirm.
Agents successfully accessed costcotravel.com and navigated its homepage, which contains a healthy number of links. They were able to fully complete tasks related to booking, support, comparisons, and locations. However, agents struggled to find complete information for pricing, fees, policies, and contact details, resulting in partial task failures. The lack of a sitemap and an `llms.txt` file forces agents to guess URLs, leading to errors when searching for contact information and latest updates. Providing structured agent-facing files and ensuring key information is easily discoverable will improve the site's overall AI readiness.
What works
- Homepage is fully accessible to agents with 218 raw HTML links for navigation.
- High overall reliability (91%) and own-source citation rate (90%).
- Agents can successfully complete booking, support, comparison, and location tasks natively or with light bridges.
What to fix
For each item: its current state, why it matters, how to fix it and how to check. The same content comes as files you can hand straight to whoever does the work.
Putting the items together…
Fix files
Files generated from this audit. Paste them in, or hand them to a coding agent. Have someone review them before they go live.
Building the fix files…
Detailed results
The results behind the score, and the measurement record.
Evidence
- homepage HTTP 200
- redirect hops: 1
Evidence
- robots.txt contains Disallow rules
- Cookie consent banner: OneTrust
- First byte after 1489ms
Evidence
- /llms.txt — absent (HTTP 404)
- /llms-full.txt — absent (HTTP 404)
- /sitemap.xml — absent (HTTP 404)
- /sitemap-index.xml — absent (HTTP 404)
- /sitemap_index.xml — absent (HTTP 404)
- /robots.txt — present
Evidence
- 218 links in the raw HTML
Evidence
- outcome success · verdict full
- the final answer cited this site
- site-guided navigation 50%
- 2xx rate 100%
- done_unaided
Evidence
- outcome success · verdict partial
- the final answer cited this site
- site-guided navigation 50%
- 2xx rate 75%
- done_unaided
Evidence
- outcome success · verdict partial
- the final answer cited this site
- site-guided navigation 67%
- 2xx rate 100%
- done_unaided
Evidence
- outcome success · verdict full
- the final answer cited this site
- site-guided navigation 67%
- 2xx rate 100%
- done_unaided
Evidence
- outcome success · verdict partial
- the final answer cited no URL from this site
- site-guided navigation 33%
- 2xx rate 67%
- done_small_detour
Evidence
- outcome success · verdict partial
- the final answer cited this site
- site-guided navigation 67%
- 2xx rate 100%
- done_unaided
Evidence
- outcome success · verdict full
- the final answer cited this site
- site-guided navigation 33%
- 2xx rate 100%
- done_small_detour
Evidence
- outcome success · verdict full
- the final answer cited this site
- site-guided navigation 33%
- 2xx rate 100%
- done_small_detour
Evidence
- outcome success · verdict partial
- the final answer cited this site
- site-guided navigation 33%
- 2xx rate 67%
- done_small_detour
Evidence
- outcome success · verdict partial
- the final answer cited this site
- site-guided navigation 80%
- 2xx rate 100%
- done_unaided
WebMCP — what the site declares about itself
This audit ran with the WebMCP check switched off. That does not mean there are no tools — it means we did not look. Turn on "Check WebMCP" when re-auditing.
Act-stage check (nothing submitted)
Checks whether an agent could fill in the forms and press the buttons, up to the point of pressing. No form was submitted, nothing added to a cart, nothing paid. Report only; not scored.
Per-task results
| Task | Verdict | Own-site share | Request success | Followed guidance | Cited own site | |
|---|---|---|---|---|---|---|
| book an appointment | Full | 50% | 100% | 50% | Yes | |
| find pricing | Partial | 100% | 75% | 50% | Yes | |
| fees & rates | Partial | 33% | 100% | 67% | Yes | |
| get support | Full | 67% | 100% | 67% | Yes | |
| contact a human | Partial | 67% | 67% | 33% | No | |
| refund policy | Partial | 67% | 100% | 67% | Yes | |
| compare two options | Full | 100% | 100% | 33% | Yes | |
| find a branch | Full | 100% | 100% | 33% | Yes | |
| latest notice | Partial | 100% | 67% | 33% | Yes | |
| find a document | Partial | 60% | 100% | 80% | Yes |
About this report
- Measured
- 9/10/2026, 10:10:01 PM GMT+9
- Engine
- Gemini · gemini-2.5-flash · HTTP
This is what AI agents could do on the site at the time above, measured by actually using it. It is not a verdict on the site or the company, and the result can change when the site does.