The Direct Index
Report · Pittsburgh cafes and bars · scanned 2026-10-24

Ineffable Cà Phê

ineffablecaphe.com is partly visible to agents.

Listed by OpenStreetMap.

BookCallWebsite

Ways to reach Ineffable Cà Phê directly, with no marketplace in between. Checked 2026-10-24. Through spoton acting for the business. Report a mistake

Hours, from OpenStreetMap: Mon–Sun 08:00–15:00

Penn Avenue 3920 15224 Pittsburgh · +1-412-224-2579

Outdoor seating (OpenStreetMap) · Step-free access (OpenStreetMap)

Nearby, also direct

Places near Ineffable Cà Phê 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 Ineffable Cà Phê'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, through SpotOn.

55.4%

36 of 65 points available

0/5

agent-readiness level, Not Ready

4

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 Ineffable Cà Phê compares

Where it stands

56 of 99 in Pittsburgh cafes and bars

Top 57% of the sites scanned in this index. Just above: Wushiland C, Biergarten C. Just below: The Coffee Tree Roasters C, The Fire Side Public House C.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain100%yes
Publish the menu or price list as HTML90%no
Let AI crawlers in (no block at the server or in robots.txt)100%yes
Structured data with address, phone and hours30%no
Have an llms.txt30%no

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

Compared with its peers

Average scoreA or BThis site
Sites using SpotOn 2,171 sites78%68%55.4%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Take A Break Bar115 mDno
Brillobox breakfast, american, burger, burrito, sandwich, pasta396 mFno
Caffé Mona La Bistro crepe, breakfast, sandwich, salad437 mCyes
William Penn Tavern470 mCno
Field Day474 mByes
Long Story Short (Formerly Cinderlands Foederhouse)498 mAyes
Espresso A Mano coffee_shop501 mFno
The Church Brew Works519 mByes
Trace Brewing521 mCno
COLOMBINO Coffee coffee_shop, colombian, breakfast521 mByes
Businesses like yours

Businesses like Ineffable Cà Phê in Pittsburgh cafes and bars

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Pittsburgh cafes and bars9956%27%55.4%
Sites using SpotOn in Pittsburgh cafes and bars768%29%55.4%

The best of the sites using SpotOn in Pittsburgh cafes and bars

Hop Farm Brewing Company A 95.4% · Lot 17 B 73.8% · Smokin' Joe's Saloon C 66.2% · Square Cafe C 66.2% · Cucina Vitale C 61.5%

After the top fixes

With the two fixes above (No structured data for the business; No menu or price list found), the score would be about 87.7%. That would be 7th of 99 in Pittsburgh cafes and bars, up from 56th.

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. No structured data for the business +14 points

    Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). Every assistant reads this block first, and the fix kit below has it filled in. How to fix it

  2. 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

  3. 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

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

    The site shows 412224579, but OpenStreetMap or Overture Maps lists +1-412-224-2579. 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 Pittsburgh 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 There's no robots.txt, which means everything is allowed.
  • AI crawlers get the page GPTBot, ClaudeBot and PerplexityBot all got a normal response.
  • Booking through spoton on your own domain There's no marketplace commission, and the customer stays yours.

Builder: unknown · contact page /contact.html: nothing new

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 your builder.

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": "CafeOrCoffeeShop",
  "name": "Ineffable Cà Phê",
  "url": "https://ineffablecaphe.com/",
  "telephone": "+1-412-224-2579",
  "email": "ineffablecaphe@yahoo.com",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Penn Avenue 3920",
    "postalCode": "15224",
    "addressLocality": "Pittsburgh"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 40.4647184,
    "longitude": -79.9593079
  },
  "openingHours": "Mo-Su 08:00-15:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday",
        "Saturday",
        "Sunday"
      ],
      "opens": "08:00",
      "closes": "15:00"
    }
  ],
  "servesCuisine": [
    "vietnamese",
    "sandwich"
  ],
  "acceptsReservations": "https://order.spoton.com/pit-ineffable-ca-phe-28381/pittsburgh-pa/69f523d425778b4e78879788",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://order.spoton.com/pit-ineffable-ca-phe-28381/pittsburgh-pa/69f523d425778b4e78879788",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>

llms.txt

Save as /llms.txt at the root of the site. Guide.

# Ineffable Cà Phê

> cafe or coffee shop (vietnamese, sandwich) in Penn Avenue 3920 15224 Pittsburgh, Pittsburgh cafes and bars. Phone +1-412-224-2579.

## Book or order directly

- Book: https://order.spoton.com/pit-ineffable-ca-phe-28381/pittsburgh-pa/69f523d425778b4e78879788 (through spoton acting for the business)

## Opening hours

Mo-Su 08:00-15:00

## About

- Website: https://ineffablecaphe.com/
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
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 C

<a href="https://directindex.org/r/ineffablecaphe.com"><img src="https://directindex.org/badge/ineffablecaphe.com.svg" alt="Agent-Direct Score C" 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 Ineffable Cà Phê

The links an assistant is sent when it books, orders or reads the menu for this business, where each leads, and when a browser last checked it. The same record is served as JSON at /api/direct/ineffablecaphe.com, through the MCP tool direct_record and in the city feed /city/pittsburgh-cafes-bars/direct.json.

PathLinkStatus
Bookorder.spoton.com/pit-ineffable-ca-phe-28381/pittsburgh-pa/69 vendor on own site: SpotOnfound by the scan of 2026-10-24, not yet tested
Ordernone on record
Menunone on record
HoursMo-Su 08:00-15:00 (closed now)from OpenStreetMap
Phone+1-412-224-2579

Stable links that count: /go/ineffablecaphe.com/book answer 302 to the links above; the count is the line "followed N direct links" on this page.

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
Vendor terms for agents
SpotOn, read
Not stated

The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet. About SpotOn · all vendors.

Agent readiness

Level 0 of 5, Not Ready

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 homepageno how
sitemap.xmlno how
AI bot rules in robots.txtno how
Content Signals in robots.txtno how
Markdown on Accept: text/markdownno how
llms.txtno how
API catalog (RFC 9727)no how
MCP server cardno how
A2A agent cardno how
Agent Skills indexno how
OAuth or OIDC discoveryno how
OAuth protected resource metadatano how
auth.mdno how
Web Bot Auth key directoryno how
ARD capability manifestno how
DNS-AID recordsno how
WebMCP tools on the pageno how
JSON-LD for the businessno