Aisle Pro · Remediation packet
Every fix this scan flagged, one card at a time: ranked by points per effort, with copy-paste snippets, per-fix downloads, and a plan your AI coding agent can execute.
Discoverability
B
15 / 20
Machine Readability
C
10 / 20
Transactability
B
13 / 20
Agent Posture
D
6 / 15
Trust Signals
C
6 / 10
Agent-Native Content
C
8 / 15
BDiscoverability
Robots, sitemap, agent endpoints. mostly strong.
✓
AI crawler posture: 6/6
https://allbirds.com/robots.txt
!
Structured product data coverage: 3/6
sample · https://www.allbirds.com/products/mens-wool-runners-natural-white
How to fixPro
!
Sitemap quality: 2/4
https://allbirds.com/sitemap.xml
How to fixPro
✓
Agent-specific endpoints: 4/4
https://allbirds.com/.well-known/ai-plugin.json
CMachine Readability
Schema coverage, raw-HTML price, inventory, variants. partial.
!
Price in raw HTML: 4/8
sample · https://www.allbirds.com/products/mens-wool-runners-natural-white
How to fixPro
!
Product attributes structured: 3/6
sample · https://www.allbirds.com/products/mens-wool-runners-natural-white
How to fixPro
!
Inventory signals: 2/5
sample · https://www.allbirds.com/products/mens-wool-runners-natural-white
How to fixPro
✓
Variant handling: 1/1
sample · https://www.allbirds.com/products/mens-wool-runners-natural-white
BTransactability
Checkout flow, guest, transparency, payment rails, cart API. mostly strong.
!
Checkout flow structure: 2/6
How to fixPro
!
Guest checkout availability: 2/4
How to fixPro
!
Price transparency signals: 3/4
How to fixPro
✓
Machine-native payment rails: 3/3
✓
Cart API accessibility: 3/3
DAgent Posture
Bot detection, CAPTCHA, rate limiting, stated agent policy. patchy.
!
Bot detection aggressiveness: 3/6
How to fixPro
×
CAPTCHA prevalence: 0/4
How to fixPro
✓
Rate limiting posture: 3/3
×
Stated agent policy: 0/2
How to fixPro
CTrust Signals
Return policy, merchant verifiability, price history, third-party anchors. partial.
✓
Return policy machine-readable: 3/3
https://allbirds.com/policies/refund-policy
!
Merchant verifiability: 1/3
How to fixPro
✓
Price history signals: 2/2
×
Third-party trust anchors: 0/2
How to fixPro
CAgent-Native Content
Specs, descriptions, decision support, delivery, stability, absence of manipulation. partial.
✓
Specification completeness: 4/4
sample · https://www.allbirds.com/products/mens-wool-runners-natural-white
!
Conversational product descriptions: 1/2
sample · https://www.allbirds.com/products/mens-wool-runners-natural-white
How to fixPro
!
Decision-support metadata: 1/3
sample · https://www.allbirds.com/products/mens-wool-runners-natural-white
How to fixPro
!
Delivery date transparency: 1/2
sample · https://www.allbirds.com/products/mens-wool-runners-natural-white
How to fixPro
×
Price stability signals: 0/2
sample · https://www.allbirds.com/products/mens-wool-runners-natural-white
How to fixPro
!
Absence of manipulation tactics: 1/2
How to fixPro