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Commerce · AI readiness report

Is Pathao Nepal's website ready for AI?

Weak. AI sees only part of this business.

Rank 15 of 22 in this edition3 of 5 in CommercePasses 13 of 31 checksWebsite: pathao.com
AI discovery0
Agent protocols0
Nepal readiness70
Structured data80
Content62
Security80

What Pathao Nepal should fix first

The three changes that would raise this score the most.

MCP server

Publish an MCP server so ChatGPT and Claude can search and book your services directly.

llms.txt

Add /llms.txt: a short Markdown map of your key pages, services and prices for AI assistants.

AI bot rules

Add explicit User-agent rules for GPTBot, ClaudeBot, PerplexityBot and Google-Extended.

All 31 checks

What an AI crawler found on pathao.com on 5 November 2026. Nepal-specific checks are marked with a red line.

AI discovery 0/100 · weight 20%

Missing
llms.txt
No LLM-oriented site map
Add /llms.txt: a short Markdown map of your key pages, services and prices for AI assistants.
Missing
robots.txt
Missing or not a valid robots.txt
Add a /robots.txt so crawlers know what they may read.
Missing
AI bot rules
No rules for GPTBot, ClaudeBot, PerplexityBot etc.
Add explicit User-agent rules for GPTBot, ClaudeBot, PerplexityBot and Google-Extended.
Missing
Sitemap
Missing
Publish /sitemap.xml and reference it in robots.txt.
Missing
AI content signals
No declared policy for AI training/indexing
Declare how AI may use your content (Content-Signal in robots.txt or an X-Robots-Tag header).

Agent protocols 0/100 · weight 20%

Missing
MCP server
No /.well-known/mcp entry point
Publish an MCP server so ChatGPT and Claude can search and book your services directly.
Missing
OpenAPI
Missing
Publish an OpenAPI description of your public API.
Missing
Agent skills
Missing
Publish an agent skills index at /.well-known/agent-skills/index.json.
Missing
API catalog
Missing
List your APIs at /.well-known/api-catalog (RFC 9727).
Missing
Link headers
None
Advertise llms.txt, your API catalog or MCP server in HTTP Link headers.
Missing
HTML forms
No forms in initial HTML
Use real HTML forms for search and booking so agents can fill them in.

Nepal readiness 70/100 · weight 20%

Missing
NPR prices
No NPR prices in initial HTML
Show prices, fares and fees in plain HTML (Rs or NPR) so AI can quote them.
Missing
Payment rails
No eSewa/Khalti/Fonepay/ConnectIPS found
Show which local payment options you accept: eSewa, Khalti, Fonepay, ConnectIPS.
Pass
Legacy fonts
None detected
Pass
Unicode Nepali
0 Devanagari characters; Nepali version linked
Pass
PDF-only info
0 PDF links on homepage

Structured data 80/100 · weight 15%

Missing
Service schema
Nothing beyond basic or no types
Describe what you sell with Service, Product, Offer, Flight or FinancialProduct markup.
Pass
schema.org data
Types: Organization, WebSite
Pass
OpenGraph
3/3 present
Pass
Meta description
160 chars
Pass
Language tag
lang="en"
Pass
Canonical URL
Present

Content 62/100 · weight 15%

Missing
Markdown for agents
Ignores Accept: text/markdown
Serve a Markdown version when an agent asks for text/markdown.
Missing
H1 heading
0 H1 tags
Use exactly one H1 that says what the page is.
Partly
Image alt text
22/41 images
Add alt text to images.
Pass
Content in HTML
1064 words in initial HTML
Pass
Title
Pathao - #1 Super App in Bangladesh - Ridesharing and More!

Security 80/100 · weight 10%

Missing
security.txt
Missing
Publish /.well-known/security.txt with a contact.
Pass
HTTPS
Served over HTTPS
Pass
HSTS
Present
Pass
HTTPS redirect
Redirects

We checked the homepage and standard files only, so parts of the site may do better.

Other commerce websites in Nepal

Sector average: 40. Index average: 45.

Is this your website?

We can fix these gaps and connect Pathao Nepal's services to ChatGPT and Claude, so customers can find and use them there.

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