TL Frozen Food
tlfrozenfood.com is hard for agents to use.
Listed by Overture Maps.
Ways to reach TL Frozen Food directly, with no marketplace in between. Checked 2026-10-22. Report a mistake
A100-GF JALAN TUNKU 2 TAMAN SALAK SELATAN, 57100, Petaling · +60107608836
The website's grade
An AI assistant can open TL Frozen Food's website. It can't find a menu or price list, so it answers from other sites. It finds a phone number, but no link to book or order online.
27 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.
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.
The assistants were asked 12 everyday questions about Kuala Lumpur and named 62 places. TL Frozen Food wasn't one of them. See who was named →
How TL Frozen Food compares
613 of 967 in Kuala Lumpur
Top 63% of the sites scanned in this index. Just above: Meet Mee D, Shall We Mee | 見壹麵 | The Scott Garden | Old Klang Road D. Just below: WPK Seafood D, Flora Terrace Kuala Lumpur D.
| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 93% | no |
| Publish the menu or price list as HTML | 81% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 92% | yes |
| Structured data with address, phone and hours | 35% | no |
| Have an llms.txt | 25% | yes |
The top 10% are the 99 highest-scoring reachable sites in the index at the last update.
Compared with its peers
| Average score | A or B | This site | |
|---|---|---|---|
| Sites built with Wix 24,646 sites | 53% | 30% | 41.5% |
Nearest places in the index
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| 金谷海南鸡饭 Golden Valley Chicken Rice chinese | 160 m | F | no |
| Restoran Fatty Mok Hakka Yong Tau Foo chinese | 210 m | F | no |
| Restaurant Hakkayin | 271 m | F | no |
| Sushi Shinjiru japanese | 385 m | B | no |
| 百味冰厅 Bai Wei Kopitiam-Desa Petaling | 592 m | F | no |
| Citarasa Seafood Market Steamboat | 692 m | F | no |
| Tao Little Kitchen chinese | 753 m | F | no |
| Jin Xuan Hong Kong Restaurant dim_sum | 770 m | D | no |
| ABC Foods Corner Desa Petaling indian | 825 m | F | no |
| Brother Noodle House ｜ 兄弟面馆 asian_fusion | 1.0 km | F | no |
Businesses like TL Frozen Food in Kuala Lumpur
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Kuala Lumpur | 967 | 49% | 22% | 41.5% |
| Sites built with Wix in Kuala Lumpur | 67 | 65% | 37% | 41.5% |
The best of the sites built with Wix in Kuala Lumpur
Marrakesh Restaurant A 95.4% · Mingmom Chinese Cuisine A 95.4% · Vantador A 95.4% · Pomod'Oro A 93.5% · Char Line Asado + Bar A 92.3%
After the top fixes
With the three fixes above (No structured data for the business; No booking or ordering link on the website; No menu or price list found), the score would be about 95.4%. That would be 9th of 967 in Kuala Lumpur, up from 613th.
Peers are the businesses in the same index that have a reachable site, using the latest scan of each. The rank comes from the index's current ranking.
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 booking or ordering link on the website +13 points
There's only a phone number or WhatsApp, and agents can't use those yet. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a booking or ordering page. How to fix it
- No menu or price list found +7 points
Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. 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.
Builder: wix
What to paste
Filled in from the business's own record and this scan. Check every line before it goes live. The guides show where it goes on wix.
Where to paste it on Wix: Settings, then Custom Code under Development & integrations, then Add Custom Code; choose All pages and Head. The site must be published with a connected domain. the official help page.
Show the code to paste
Structured data (JSON-LD)
Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong. Guide.
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "LocalBusiness",
"name": "TL Frozen Food",
"url": "https://tlfrozenfood.com/",
"telephone": "+60107608836",
"address": "A100-GF JALAN TUNKU 2 TAMAN SALAK SELATAN, 57100, Petaling",
"geo": {
"@type": "GeoCoordinates",
"latitude": 3.08338291,
"longitude": 101.6964331
}
}
</script>
Own this business?
If you fixed something or think a check is wrong, rescan. Rescans are free. Claiming takes one email to confirm. After that, the three assistants are asked about the business right away and the site is rescanned every week. 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.
Show the score
Owners who score well put the badge on their site. It links back here and updates with every scan.
<a href="https://directindex.org/r/tlfrozenfood.com"><img src="https://directindex.org/badge/tlfrozenfood.com.svg" alt="Agent-Direct Score D" width="236" height="40"></a>
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
What agents get for TL Frozen Food
No direct path on record: the scan of 2026-10-22 found no booking or ordering link on tlfrozenfood.com or on a vendor's site. The same record is served as JSON at /api/direct/tlfrozenfood.com, through the MCP tool direct_record and in the city feed /city/kuala-lumpur/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | none on record | |
| Order | none on record | |
| Menu | none on record | |
| Hours | none on record | |
| Phone | +60107608836 |
Owners: claim the business below to correct this record; the claim email carries the link.
Can an agent transact?
Measured, not scored: the Agent-Direct Score stays at specification v1.0. This says which rails an agent could transact through today, and what the booking or ordering vendor's terms allow.
| UCP profile /.well-known/ucp, Google and Shopify's Universal Commerce Protocol | yes |
| ACP discovery document /.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol | no |
| MCP server card /.well-known/mcp/server-card.json | no |
| Ordering vendor that takes agent orders Square, Toast, or a vendor whose terms allow agents | no |
Level 1 of 5, Basic Web Presence
These are the standards an agent looks for before it reads a page, checked the same way as Cloudflare's Agent Readiness scan. They don't count toward the score. Each missing item links to a how-to. Cloudflare's report.
| Link headers on the homepage | no how |
| sitemap.xml | yes |
| AI bot rules in robots.txt | yes |
| Content Signals in robots.txt | no how |
| Markdown on Accept: text/markdown | no how |
| llms.txt | yes |
| API catalog (RFC 9727) | no how |
| MCP server card | no how |
| A2A agent card | no how |
| Agent Skills index | no how |
| OAuth or OIDC discovery | no how |
| OAuth protected resource metadata | no how |
| auth.md | no how |
| Web Bot Auth key directory | no how |
| ARD capability manifest | no how |
| DNS-AID records | no how |
| WebMCP tools on the page | no how |
| JSON-LD for the business | no |