The Direct Index
Report · Beirut · scanned 2026-11-04

Napoletana

boubess.com is largely invisible to agents.

Listed by OpenStreetMap · Overture Maps.

Website

Ways to reach Napoletana directly, with no marketplace in between. Checked 2026-11-04. Report a mistake

Nearby, also direct

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

Owners

The website's grade

An AI assistant can open Napoletana's website. It can't find a menu or price list, so it answers from other sites. It can't find a link to book or order online.

33.8%

22 of 65 points available

0/5

agent-readiness level, Not Ready

5

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 →

What the site tells visitors Measured, not scored

These don't change the grade.

No English version declared.

Visitors from abroad, and assistants answering in English, read the page as it is.

Every city compared →
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 22 everyday questions about Beirut and named 89 places. Napoletana wasn't one of them. See who was named →

Where it stands

How Napoletana compares

Where it stands

102 of 156 in Beirut

Top 65% of the sites scanned in this index. Just above: Kampaï F, Meat the Fish F. Just below: Ni Caffe F, P'tit Bistrot Liban F.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain88%no
Publish the menu or price list as HTML69%no
Let AI crawlers in (no block at the server or in robots.txt)94%yes
Structured data with address, phone and hours25%no
Have an llms.txt31%no

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Ni Caffe japanese, italian28 mFno
La Mie Doree french73 mFno
Freds Food104 mCyes
Abd El Wahab Restaurant lebanese173 mDno
Tribu Express Achrafieh274 mDno
Mr. Brown burger, sandwich292 mCyes
Sô Beirut asian381 mFno
ليل نهار lebanese386 mFno
Diwan Beirut lebanese414 mCyes
La Tabkha lebanese417 mFno
Businesses like yours

Businesses like Napoletana in Beirut

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Beirut15640%17%33.8%

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 90.8%. That would be 3rd of 156 in Beirut, up from 102nd.

Findings

What to fix first

  1. 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

  2. No booking or ordering link on the website +15 points

    There's no link on the site for an agent to follow. 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 on your own domain. How to fix it

  3. 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

  4. No working HTTPS +3 points

    The page is only served over plain http. Browsers and agents rank it lower or refuse it.

  5. 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

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

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

Already right

  • robots.txt lets AI crawlers in There's no robots.txt, which means everything is allowed.
  • AI crawlers get the page GPTBot, ClaudeBot and PerplexityBot all got a normal response.

Builder: unknown · What to paste

Owners

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.

· 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

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