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

Firefly Coffee Roasters

fireflycoffeeroasters.co is partly visible to agents.

Listed by Overture Maps.

CallWebsite

Ways to reach Firefly Coffee Roasters directly, with no marketplace in between. Checked 2026-11-05. Report a mistake

753 Banawe St, 1114, Quezon City · +639940960926

Nearby, also direct

Places near Firefly Coffee Roasters 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 Firefly Coffee Roasters's website. It can't find a menu or price list, so it answers from other sites. To book or order, it is sent to lazada, a marketplace.

55.4%

36 of 65 points available

1/5

agent-readiness level, Basic Web Presence

3

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 Firefly Coffee Roasters compares

Where it stands

148 of 592 in Metro Manila cafes and bars

Top 25% of the sites scanned in this index. Just above: Black Scoop Cafe C, Cafe Astoria C. Just below: Frank & Dean Coffee C, Kurīmī Milk Tea Bar クリーミー Worldwide Corporate Center C.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain84%no
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 Shopify 13,925 sites48%24%55.4%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Macao Imperial Tea - Banawe95 mDno
Tea*Rock Café158 mDno
Elias Wicked Ales & Spirits173 mAyes
Caffe Dolce234 mFno
Soo Coffee248 mFno
Juice Cubi N.Roxas-Banawe1.0 kmFno
TEA N DOUGH P. Florentino1.8 kmFno
Glorious Coffee, Choco, Juices1.9 kmFno
Next Coffee Frontier Inc.1.9 kmDno
Siesta Horchata2.0 kmAyes
Businesses like yours

Businesses like Firefly Coffee Roasters in Metro Manila cafes and bars

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Metro Manila cafes and bars59238%10%55.4%
Sites built with Shopify in Metro Manila cafes and bars6159%30%55.4%
Sites using Lazada in Metro Manila cafes and bars544%0%55.4%
Sites built with Shopify and using Lazada in Metro Manila cafes and bars155%0%55.4%

After the top fixes

With the three fixes above (Ordering only through lazada; Structured data is incomplete; No menu or price list found), the score would be about 95.4%. That would be 2nd of 592 in Metro Manila cafes and bars, up from 148th.

Findings

What to fix first

  1. Ordering only through lazada +12 points

    Every transaction an agent makes goes through the marketplace, which takes its commission. Add a direct way on your own site. Even a simple form will do. How to fix it About this vendor

  2. Structured data is incomplete +7 points

    Missing: address, telephone, opening hours. 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

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 (Organization) no address, phone or hours in it

Builder: shopify · contact page /pages/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