The Direct Index
Report · Metro Manila cafes and bars · scanned 2026-11-05

But First, Coffee (BFC)

butfirstcoffee.ph is mostly ready for agents.

Listed by OpenStreetMap · Overture Maps.

OrderWebsite

Ways to reach But First, Coffee (BFC) directly, with no marketplace in between. Checked 2026-11-05. On the business's own site. Report a mistake

Nearby, also direct

Places near But First, Coffee (BFC) 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 But First, Coffee (BFC)'s website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly on the site.

81.5%

53 of 65 points available

1/5

agent-readiness level, Basic Web Presence

2

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.

Where it stands

How But First, Coffee (BFC) compares

Where it stands

18 of 589 in Metro Manila cafes and bars

Top 3% of the sites scanned in this index. Just above: Tap Room B, The Bevvy B. Just below: H Proper Coffee Roasters - Ayala Triangle Garden B, Hilltop B.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain84%yes
Publish the menu or price list as HTML66%no
Let AI crawlers in (no block at the server or in robots.txt)100%yes
Structured data with address, phone and hours9%no
Have an llms.txt47%yes

Compared with its peers

Average scoreA or BThis site
Sites built with WordPress 236,086 sites55%25%81.5%

Nearest places with a similar menu

PlaceDistanceGradeDirect booking or ordering
KUBO Coffee coffee_shop314 mDno
Sibs Coffee Roasters coffee_shop862 mDno
Type A - NBS Park coffee_shop1.1 kmDno
Coffee Blanc coffee_shop1.3 kmDno
Starbucks coffee_shop1.4 kmCyes
Pocofino Coffee Lab coffee_shop1.5 kmDno
communeph coffee_shop, cake1.9 kmByes
Degree C coffee_shop2.1 kmDno
Figaro coffee_shop2.4 kmDno
Toby's Estate coffee_shop2.5 kmFno
Businesses like yours

Businesses like But First, Coffee (BFC) in Metro Manila cafes and bars

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Metro Manila cafes and bars58938%10%81.5%
Sites built with WordPress in Metro Manila cafes and bars11551%17%81.5%

After the top fixes

With the two fixes above (No menu or price list found; Structured data is incomplete), the score would be about 95.4%. That would be 2nd of 589 in Metro Manila cafes and bars, up from 18th.

Findings

What to fix first

  1. 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

  2. Structured data is incomplete +2 points

    Missing: telephone. 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 Metro Manila cafes and bars. 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.
  • Structured data found (CafeOrCoffeeShop) address, opening hours
  • Ordering on your own site Agents can order without going through a marketplace.

Builder: wordpress · contact page /contact-us/: nothing new · 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