Madam Kwan's
madamkwans.com.my is mostly ready for agents.
Listed by OpenStreetMap · Overture Maps.
Ways to reach Madam Kwan's directly, with no marketplace in between. Checked 2026-10-24. On the business's own site. Report a mistake
Places near Madam Kwan's that take a booking or an order on their own website, with no marketplace in between.
- Spice Guys BLR50 m · indian
- Marini's on 57 - Restaurant70 m · italian
- Nobu80 m · sushi
- Nando's100 m · chicken
The website's grade
An AI assistant can open Madam Kwan's's website. It can read what Madam Kwan's offers. It finds a way to book or order directly on the site.
47 of 65 points available
agent-readiness level, Basic Web Presence
things to fix
Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.
Named by Claude for "A cheap lunch menu near the centre" in Kuala Lumpur, November 2026
Each assistant was asked the way people ask, with web search on, for up to three places in Kuala Lumpur and a link to each one's own site. This business was named in one answer, by 1 of the 3 assistants asked.
| Question | Named by | Asked |
|---|---|---|
| A cheap lunch menu near the centre. | Claude with a link to this site | 2026-11-01 |
Every place named in Kuala Lumpur, question by question.
Show it
The badge shows how many of the assistants asked named this business, and the month. It updates after every round.
<a href="https://directindex.org/r/madamkwans.com.my"><img src="https://directindex.org/badge/named/madamkwans.com.my.svg" alt="Named by 1 of 3 assistants, Direct Index" width="300" height="40"></a>
What assistants answer
Each assistant gets three questions about this business: the official website, where to book and where to order. Each cell shows where the answer sent people.
The assistants haven't been asked about this business yet. They're asked about the top-ranked businesses in each city index, and about any business as soon as it's claimed. Claim this page to be included.
Recommended when people ask:
“A cheap lunch menu near the centre.” (Claude, with a link to this site)
How Madam Kwan's compares
192 of 1,063 in Kuala Lumpur
Top 18% of the sites scanned in this index. Just above: M Cuisine B, MR CHURROS (Sri Petaling) B. Just below: Maria's SteakCafe B, Marinero B.
| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 92% | yes |
| Publish the menu or price list as HTML | 81% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 91% | yes |
| Structured data with address, phone and hours | 35% | no |
| Have an llms.txt | 27% | no |
Nearest places in the index
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Kyoto Katsu • Suria KLCC japanese | 34 m | D | no |
| TWO SONS On The Park @ KLCC asian | 45 m | B | no |
| Spice Guys BLR indian | 45 m | B | yes |
| Sakana Japanese Dining japanese | 52 m | D | no |
| Yuzu Japanese Restaurant sushi | 62 m | D | no |
| Marini's on 57 - Restaurant italian | 67 m | B | yes |
| Bumbu Desa indonesian | 71 m | F | no |
| Fuel Shack burger | 75 m | D | no |
| Nobu sushi | 80 m | D | yes |
| Nando's chicken, portuguese | 103 m | B | yes |
Businesses like Madam Kwan's in Kuala Lumpur
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Kuala Lumpur | 1,063 | 49% | 23% | 72.3% |
After the top fixes
With the fix above (No structured data for the business), the score would be about 95.4%. That would be 8th of 1,063 in Kuala Lumpur, up from 192nd.
What to fix first
- No structured data for the business +15 points
Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). Every assistant reads this block first, and the fix kit below has it filled in. How to fix it
- No llms.txt no points, but worth doing
Optional for now and cheap to add. It's a short text file that describes the business for language models. How to fix it
Send the fixes to your web person
No one is listed yet to fix this in Kuala Lumpur. List your agency or yourself. It's free, and every listing is reviewed by hand.
Already right
- robots.txt lets AI crawlers in No rule blocks the main AI user agents.
- AI crawlers get the page GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- Menu or price list is an HTML page Agents can read the items and prices.
- Booking on your own site Agents can book without going through a marketplace.
- Ordering on your own site Agents can order without going through a marketplace.
Builder: unknown · contact page /about-us: nothing new; menu page /menu: nothing new; booking page /reservations: nothing new · What to paste
Own this business?
Claiming is free and takes one email to confirm. Then you can correct what assistants are told, and you get a message only when the score changes.
Keep watching this business: the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year. Deep report: ten questions to each assistant, plus the places nearby. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.
What agents get, and what the site publishes
The direct record agents get for this business, the rails an agent could transact through, and the agent standards the site publishes. Show the details