ARI
Leaderboard

beauty

mCaffeine

www.mcaffeine.com

shopifycheckout: gokwikinconsistent runs
49.1
grade D
ARI score

Agent journey — 27.3/100

Mission: “buy a coffee face scrub under ₹500”

A live AI agent shopping this store — 70% of the ARI score.

1
Discovery
15.0/15
2
Product
12.3/20
3
Cart
0.0/10
4
Checkout
0.0/25
5
Form
0.0/15
6
Payment
0.0/15

3 runs · 1 voided as agent error — agent faults are never published as store failures. Runs disagreed on how far the journey got.

Static legibility — 100.0/100

What a machine can read before it even acts — structured data, crawl signposts — 30% of the ARI score.

  • JSON-LD product data
  • llms.txt
  • sitemap.xml
  • OpenGraph tags
  • PDP completeness: 100%
Highest-impact fixes
  1. 1Make add-to-cart deterministic: stable buttons, a visible confirmation, no silent failures on variant selection.
  2. 2Offer guest checkout. Don't demand a phone OTP or account before a shopper can even see the checkout.
Reproduced findings
OTP_WALL

A phone OTP is demanded before the journey can continue — unsatisfiable for an agent (and for anyone unwilling to hand over a number).

Agent-reported obstacle (agent called fail_stage): 'OTP_WALL'

A finding is published only when at least two of three runs reproduce it.

Run log
RunReachedTurnsOutcome
1Cart16OTP_WALL
2Product page24voided — agent error, not a store finding
3Checkout20OTP_WALL