The Direct Index
Report · Los Angeles · scanned 2026-10-23

Lite Bite

lbf.co.in is largely invisible to agents.

Listed by Overture Maps.

CallWebsite

Ways to reach Lite Bite directly, with no marketplace in between. Checked 2026-10-23. Report a mistake

964 S Grand Ave, 90015-1422, Los Angeles · +13109283032

Nearby, also direct

Places near Lite Bite that take a booking or an order on their own website, with no marketplace in between.

Owners

The website's grade

AI assistants can't open Lite Bite's website, so they go by what other sites say about it.

27.7%

18 of 65 points available

–

agent-readiness level

7

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.

See what an AI agent reads on this site →

Assistants

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 Los Angeles and named 95 places. Lite Bite wasn't one of them. See who was named →

Where it stands

How Lite Bite compares

Where it stands

Not ranked yet in Los Angeles

The ranking updates every hour. This site joins it at the next update.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain100%no
Publish the menu or price list as HTML97%no
Let AI crawlers in (no block at the server or in robots.txt)98%no
Structured data with address, phone and hours44%no
Have an llms.txt21%no

The top 10% are the 90 highest-scoring reachable sites in the index at the last update.

Compared with its peers

Average scoreA or BThis site
Sites built with Webflow 6,169 sites57%23%27.7%

Nearest places with a similar menu

PlaceDistanceGradeDirect booking or ordering
Uncle John's Cafe american, chinese, vietnamese398 mFno
Triple 8 China Bar & Grill chinese578 mFno
Peking Tavern chinese585 mFno
New Moon Cafe chinese707 mByes
ABC Chinese Fast Food chinese778 mFno
Paul's Kitchen chinese1.1 kmFno
Kar Son chinese2.0 kmAyes
Green Bamboo chinese2.0 kmCyes
Golden Crane Express chinese2.1 kmCno
L.A. Kitchen chinese2.1 kmFno
Businesses like yours

Businesses like Lite Bite in Los Angeles

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Los Angeles89453%38%27.7%
Sites built with Webflow in Los Angeles8159%35%27.7%

The best of the sites built with Webflow in Los Angeles

Los Tres Cochinitos A 100% · Berlin's A 95.4% · Sweetfin Poké A 95.4% · Market Venice A 92.3% · Tacos El Goloso A 90.8%

After the top fixes

With the three fixes above (The site turns away every visitor that isn't a browser, AI agents included; Booking through an unrecognised third party; Ordering through an unrecognised third party), the score would be about 78.5%. That would be 193rd of 894 in Los Angeles, up from not ranked today.

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.

Findings

What to fix first

  1. The site turns away every visitor that isn't a browser, AI agents included +15 points

    A plain fetch was refused (TimeoutError: The operation was aborted due to timeout). Only a real browser got the page. Every AI crawler and agent gets turned away the same way, so Reachable scores 0 and the rest is measured on the page as the browser rendered it. Ask the host to let the AI user agents through. How to fix it

  2. Booking through an unrecognised third party +9 points

    Check that the provider keeps your business as the seller of record. How to fix it

  3. Ordering through an unrecognised third party +9 points

    Check that the provider keeps your business as the seller of record. How to fix it

  4. 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

  5. Structured data is incomplete +3 points

    Missing: opening hours. How to fix it

  6. robots.txt blocks GPTBot, ClaudeBot, PerplexityBot, Google-Extended, OAI-SearchBot, ChatGPT-User, Claude-User, Perplexity-User no points, but worth doing

    These are the crawlers behind ChatGPT, Claude, Perplexity and Google's AI features. Remove the Disallow lines for them, or add explicit Allow rules. How to fix it

  7. The phone number on the site doesn't match the open map data

    The site shows +91-124-4956350, but OpenStreetMap or Overture Maps lists +13109283032. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org.

Send the fixes to your web person

One email with the fixes and the link. Nothing is stored.

No one is listed yet to fix this in Los Angeles. List your agency or yourself. It's free, and every listing is reviewed by hand.

Already right

  • Structured data found (Organization) address, phone

Builder: webflow · A plain fetch got TimeoutError: The operation was aborted due to timeout; a real browser got the page, so the scan continues on the rendered page.

Fix kit

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 webflow.

Where to paste it on Webflow: the site's custom code settings, in the head code field. 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": "Organization",
  "name": "Lite Bite",
  "url": "http://litebitefoods.com/",
  "telephone": "+13109283032",
  "address": "964 S Grand Ave, 90015-1422, Los Angeles",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 34.04305,
    "longitude": -118.26002
  }
}
</script>

robots.txt

Add these lines to /robots.txt and delete any Disallow rule that names these crawlers. Guide.

# Let AI assistants read the site: they send people to you; a marketplace keeps them.
# Remove any Disallow lines for these names elsewhere in this file.
User-agent: GPTBot
Allow: /

User-agent: ClaudeBot
Allow: /

User-agent: PerplexityBot
Allow: /

User-agent: Google-Extended
Allow: /

User-agent: OAI-SearchBot
Allow: /

User-agent: ChatGPT-User
Allow: /

User-agent: Claude-User
Allow: /

User-agent: Perplexity-User
Allow: /
Owners

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.

· Markdown · Dispute a check

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.

Agent-Direct Score F

<a href="https://directindex.org/r/lbf.co.in"><img src="https://directindex.org/badge/lbf.co.in.svg" alt="Agent-Direct Score F" width="236" height="40"></a>
For developers and agents

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
The direct record

What agents get for Lite Bite

No direct path on record: the scan of 2026-10-23 found no booking or ordering link on lbf.co.in or on a vendor's site. The same record is served as JSON at /api/direct/lbf.co.in, through the MCP tool direct_record and in the city feed /city/los-angeles/direct.json.

PathLinkStatus
Booknone on record
Ordernone on record
Menunone on record
Hoursnone on record
Phone+13109283032

Owners: claim the business below to correct this record; the claim email carries the link.

Transactable

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
no
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

Only a real browser got this page (a plain fetch got TimeoutError: The operation was aborted due to timeout); Readable and Actionable were measured on the rendered page.

Agent readiness

Not measured

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.

JSON-LD for the businessyes