lazada.sg

scanned 9/26/2026, 12:12:39 AM · took 156s · HouseholdGemini · gemini-2.5-flash · HTTP · Target lazada.sgA measurement at one moment, not a verdict · Methodology

78/ 100

CFair

While AI agents can access lazada.sg, they fail to complete 80% of tasks or cite the site's own URLs due to heavy reliance on external search and broken internal pathways.

The one fix worth most right nowGet the fix files →

Reduce redirects+278 → 80

All of them together: 93 (A)

Projected from the audit record. After fixing, re-run the task or re-measure to confirm.

Agents successfully accessed lazada.sg and found standard files like llms.txt and sitemap.xml. However, they struggled significantly with navigation, achieving only a 20% task success rate and a 16% link following rate. For most intents, agents were forced to rely on external search engines rather than discovering information on-site. When agents did find answers for topics like shipping or policies, they failed to cite Lazada's own URLs, meaning users receive third-party summaries instead of authoritative content. Furthermore, attempts to find pricing and stock information resulted in errors, indicating that expected URL structures are missing or inaccessible to bots.

What works

The site is accessible to AI agents without bot-blocking mechanisms.
Standard agent-facing files (llms.txt, sitemap.xml, robots.txt) are present and return HTTP 200.
Support and signup intents were successfully completed natively and cited the site's own URLs.

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.

Discovery

17/20

Access

24/30

Navigation

30/30

Completion

7/20

1.Can an agent get into the site at all?90/100

HTTPREDIRECT

Evidence

homepage HTTP 200
redirect hops: 1

2.Does the site let agents through rather than block them?70/100

ROBOTSBOT

Evidence

robots.txt contains Disallow rules
First byte after 110ms

3.Does it publish machine-readable guidance?100/100

LLMS.TXTSITEMAPROBOTS

Evidence

/llms.txt — present
/llms-full.txt — absent (HTTP 404)
/sitemap.xml — present
/sitemap-index.xml — absent (HTTP 404)
/sitemap_index.xml — absent (HTTP 404)
/robots.txt — present

4.Is the raw HTML readable without running JavaScript?100/100

HTMLSSR

Evidence

258 links in the raw HTML

5.Does the site answer pricing itself?15/100

PRICINGFAILED

Evidence

outcome success · verdict failed
the final answer cited no URL from this site
site-guided navigation 0%
2xx rate 0%
done_small_detour

6.Does the site answer shipping and returns itself?30/100

SHIPPINGFAILED

Evidence

outcome success · verdict failed
the final answer cited no URL from this site
site-guided navigation 25%
2xx rate 100%
done_big_detour

7.Can an agent tell whether an item is available?15/100

STOCKFAILED

Evidence

outcome success · verdict failed
the final answer cited no URL from this site
site-guided navigation 0%
2xx rate 0%
done_small_detour

8.Does the site guide an agent to support?80/100

SUPPORTFULL

Evidence

outcome success · verdict full
the final answer cited this site
site-guided navigation 0%
2xx rate 100%
done_big_detour

9.Can an agent reach a human contact?25/100

CONTACTFAILED

Evidence

outcome success · verdict failed
the final answer cited no URL from this site
site-guided navigation 0%
2xx rate 100%
done_big_detour

10.Does it state the refund or cancellation rule with a deadline?32/100

POLICYFAILED

Evidence

outcome success · verdict failed
the final answer cited no URL from this site
site-guided navigation 33%
2xx rate 100%
done_big_detour

11.Can an agent compare two plans or products?0/100

COMPAREFAILED

Evidence

outcome failed · verdict failed
the final answer cited no URL from this site
site-guided navigation 0%
2xx rate 100%
failed_not_found

12.Can an agent reach the latest notice, with its date?35/100

LATESTFAILED

Evidence

outcome success · verdict failed
the final answer cited no URL from this site
site-guided navigation 50%
2xx rate 100%
done_unaided

13.Can an agent find branch or store locations?25/100

LOCATIONSFAILED

Evidence

outcome success · verdict failed
the final answer cited no URL from this site
site-guided navigation 0%
2xx rate 100%
done_big_detour

14.Does the site guide an agent through signing up?90/100

SIGNUPFULL

Evidence

outcome success · verdict full
the final answer cited this site
site-guided navigation 50%
2xx rate 100%
done_unaided

WebMCP — what the site declares about itself

No tools registered

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.

The act stage was not checked in this audit.

Per-task results

Task	Verdict	Own-site share	Request success	Followed guidance	Cited own site
find pricing	Failed	0%	0%	0%	No
shipping & returns	Failed	75%	100%	25%	No
is it available	Failed	0%	0%	0%	No
get support	Full	100%	100%	0%	Yes
contact a human	Failed	40%	100%	0%	No
refund policy	Failed	100%	100%	33%	No
compare two options	Failed	100%	100%	0%	No
latest notice	Failed	50%	100%	50%	No
find a branch	Failed	0%	100%	0%	No
create an account	Full	100%	100%	50%	Yes

About this report

Measured: 9/26/2026, 12:12:39 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.

Methodology →About AOO-Bot and opting out →