sea.com
Gemini · gemini-2.5-flash · HTTP · Target sea.comA measurement at one moment, not a verdict · MethodologyWhile basic operational pages are accessible, the site fails to provide discoverable documentation and getting-started guides, forcing AI agents to rely on third-party sources.
Make “find api” findable on the site+771 → 78 · grade C → B
All of them together: 96 (A)
Projected from the audit record. After fixing, re-run the task or re-measure to confirm.
AI agents can successfully access sea.com without being blocked, achieving a 100% reliability score. They easily navigate to basic operational pages like signup, support, and contact natively. However, the site struggles significantly with technical and product-focused intents, completely failing on API docs, general docs, and getting-started tasks. Because these critical resources are either missing or poorly linked, agents are forced to rely on external search bridges to find answers. Consequently, the site's own source rate drops to 60%, meaning users are often reading third-party interpretations of your product rather than your own content.
What works
- Perfect reliability (100%) with no bot-blocking mechanisms preventing agent access.
- Successfully handles operational intents like signup, support, and contact natively using the site's own URLs.
- Standard infrastructure files like robots.txt and sitemap.xml are present and accessible.
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
- no bot blocking observed
- First byte after 674ms
Evidence
- /llms.txt — absent (HTTP 404)
- /llms-full.txt — absent (HTTP 404)
- /sitemap.xml — present
- /sitemap-index.xml — absent (HTTP 404)
- /sitemap_index.xml — absent (HTTP 404)
- /robots.txt — present
Evidence
- 48 links in the raw HTML
Evidence
- outcome success · verdict partial
- the final answer cited this site
- site-guided navigation 100%
- 2xx rate 100%
- done_unaided
Evidence
- outcome success · verdict full
- the final answer cited this site
- site-guided navigation 100%
- 2xx rate 100%
- done_unaided
Evidence
- outcome success · verdict failed
- the final answer cited no URL from this site
- site-guided navigation 0%
- 2xx rate 100%
- done_big_detour
Evidence
- outcome success · verdict failed
- the final answer cited no URL from this site
- site-guided navigation 50%
- 2xx rate 100%
- done_big_detour
Evidence
- outcome success · verdict full
- the final answer cited this site
- site-guided navigation 100%
- 2xx rate 100%
- done_unaided
Evidence
- outcome success · verdict full
- the final answer cited this site
- site-guided navigation 100%
- 2xx rate 100%
- done_unaided
Evidence
- outcome success · verdict partial
- the final answer cited this site
- site-guided navigation 50%
- 2xx rate 100%
- done_big_detour
Evidence
- outcome success · verdict partial
- the final answer cited this site
- site-guided navigation 100%
- 2xx rate 100%
- done_unaided
Evidence
- outcome success · verdict failed
- the final answer cited no URL from this site
- site-guided navigation 63%
- 2xx rate 100%
- done_small_detour
Evidence
- outcome success · verdict failed
- the final answer cited no URL from this site
- site-guided navigation 50%
- 2xx rate 100%
- done_big_detour
WebMCP — what the site declares about itself
navigator.modelContext was not found on this page. Not adopted yet.
Put the content in the first HTML and add llms.txt first; then declare the tasks that failed above as tools.
Open it yourself with AOO Lens →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 | |
|---|---|---|---|---|---|---|
| find pricing | Partial | 100% | 100% | 100% | Yes | |
| create an account | Full | 100% | 100% | 100% | Yes | |
| find api | Failed | 0% | 100% | 0% | No | |
| get started | Failed | 0% | 100% | 50% | No | |
| get support | Full | 100% | 100% | 100% | Yes | |
| contact a human | Full | 100% | 100% | 100% | Yes | |
| refund policy | Partial | 50% | 100% | 50% | Yes | |
| compare two options | Partial | 100% | 100% | 100% | Yes | |
| latest notice | Failed | 75% | 100% | 63% | No | |
| find a document | Failed | 50% | 100% | 50% | No |
About this report
- Measured
- 9/26/2026, 12:22:37 AM 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.