lyft.com

scanned 9/10/2026, 10:21:47 PM · took 175s · OtherGemini · gemini-2.5-flash · HTTP · Target lyft.comA measurement at one moment, not a verdict · Methodology

78/ 100

CFair

Lyft.com is accessible to AI agents, but struggles to provide complete answers for most user intents, particularly regarding locations and recent updates.

The one fix worth most right nowGet the fix files →

Publish llms.txt+778 → 85

All of them together: 95 (A)

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

Agents successfully accessed Lyft.com and navigated to complete tasks like careers and signup natively. However, they failed to fully resolve 8 out of 10 intents, often providing only partial answers. The 'locations' intent completely failed to cite Lyft's own URLs, forcing agents to rely on external search and resulting in low reliability. The lack of an `/llms.txt` file means agents have no direct guide to the site's structure, exacerbating navigation issues for specific information like latest news and locations. Overall, while the site's technical foundation is solid, content discoverability for AI agents needs significant improvement.

What works

Homepage is fully accessible with a healthy number of HTML anchors (74) for navigation.
Standard files like sitemap.xml and robots.txt are present and correctly configured.
Agents successfully completed 'careers' and 'signup' tasks natively using 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

12/20

Access

22/30

Navigation

30/30

Completion

14/20

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?55/100

ROBOTSBOT

Evidence

robots.txt contains Disallow rules
Cookie consent banner: OneTrust
First byte after 1183ms

3.Does it publish machine-readable guidance?45/100

LLMS.TXTSITEMAPROBOTS

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

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

HTMLSSR

Evidence

74 links in the raw HTML

5.Can an agent reach a human contact?75/100

CONTACTPARTIAL

Evidence

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

6.Can an agent reach the job openings?100/100

CAREERSFULL

Evidence

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

7.Can an agent find branch or store locations?15/100

LOCATIONSFAILED

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?71/100

SUPPORTPARTIAL

Evidence

outcome success · verdict partial
the final answer cited this site
site-guided navigation 80%
2xx rate 100%
done_unaided

9.Does the site answer pricing itself?75/100

PRICINGPARTIAL

Evidence

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

10.Can an agent reach the latest notice, with its date?55/100

LATESTPARTIAL

Evidence

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

11.Does it state the refund or cancellation rule with a deadline?75/100

POLICYPARTIAL

Evidence

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

12.Can an agent reach the actual document file?75/100

DOCSPARTIAL

Evidence

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

13.Can an agent compare two plans or products?75/100

COMPAREPARTIAL

Evidence

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

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

SIGNUPFULL

Evidence

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

WebMCP — what the site declares about itself

Not checked

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.

The act stage was not checked in this audit.

Per-task results

Task	Verdict	Own-site share	Request success	Followed guidance	Cited own site
contact a human	Partial	100%	100%	100%	Yes
open roles	Full	67%	100%	100%	Yes
find a branch	Failed	0%	0%	0%	No
get support	Partial	100%	100%	80%	Yes
find pricing	Partial	100%	100%	100%	Yes
latest notice	Partial	100%	100%	0%	Yes
refund policy	Partial	100%	100%	100%	Yes
find a document	Partial	100%	100%	100%	Yes
compare two options	Partial	100%	100%	100%	Yes
create an account	Full	100%	100%	100%	Yes

About this report

Measured: 9/10/2026, 10:21:47 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.

Methodology →About AOO-Bot and opting out →