A2A Product Card. Structured, Qualifiable and RFQ-Ready Product Data for AI Agents

An A2A Product Card is a structured representation of a specific B2B product, model, variant or commercial configuration.

It combines technical product information with the commercial, logistical, documentary and qualification data required to evaluate the offer and initiate the next business action.

A conventional product page usually explains what the product is and why a buyer should consider it.

An A2A Product Card goes further.

It helps a buyer, procurement system or AI agent determine:

which product is being described;
who manufactures it;
who supplies it;
which model or configuration applies;
what the product can do;
where it can be used;
where it should not be used;
which technical parameters matter;
which variants and options are available;
how the product can be compared;
how the price is determined;
whether the product is currently available;
what delivery, installation and service conditions apply;
which documents support the information;
what the buyer must provide to receive a reliable quotation.

The objective is not merely to create a longer product description.

The objective is to create a product information asset that is:

findable;
understandable;
comparable;
trustworthy;
technically qualifiable;
commercially actionable;
governable.

Primary CTA: Build an A2A Product Card

Secondary CTA: View Product Card Examples

From a Product Page to an Agent-Ready Product Asset

Many B2B product pages were designed primarily for human visitors.

They may contain:

a product name;
a short description;
several benefits;
a photograph;
a PDF catalogue;
a contact form.

This may be sufficient for a buyer who already understands the category.

It is often not sufficient for an AI system that must evaluate the product independently.

The system may still be unable to determine:

whether the page describes one model or an entire family;
whether the seller is the manufacturer or distributor;
which technical values are minimum, maximum or nominal;
whether optional equipment is included;
whether the product is available from stock;
whether the displayed price remains current;
whether delivery and installation are included;
whether the product fits the buyer’s application;
which information is required before quotation.

An A2A Product Card closes this information gap.

It transforms product content into a consistent structure that supports:

product discovery;
product identification;
technical understanding;
comparison;
preliminary qualification;
evidence verification;
RFQ preparation;
controlled action.

What Is an A2A Product Card?

An A2A Product Card is a structured business information object with one primary subject: a clearly identifiable product or commercial product configuration.

The subject may be:

an industrial machine;
a component;
a consumable;
a packaging material;
a chemical grade;
a raw material;
a software product;
a replacement part;
a standard product configuration;
a specific commercially available variant.

The card should not mix several materially different products under one identity.

A product family page may provide an overview, but products with different:

models;
dimensions;
performance;
applications;
configurations;
prices;
availability;
qualification rules;

should normally have separate Product Cards.

Every card should answer five basic questions:

What is the product?
Who manufactures and supplies it?
When is it suitable?
Under which commercial conditions is it available?
What must happen next to obtain a qualified quotation or complete another approved action?

The Role of the A2A Product Card

The A2A Product Card represents the supply side of a product-specific B2B transaction.

It can connect to:

an A2A Business Card identifying the supplier;
an A2A Capability Card describing installation, integration or service capabilities;
an A2A Agent Card describing a functioning supplier agent;
a Direct RFQ Card representing the buyer’s requirement;
technical documents;
commercial offers;
related products;
alternative configurations.

In a complete Direct RFQ architecture:

the Business Card explains who provides the offer;
the Product Card explains what can be purchased;
the Capability Card explains what services or production abilities support the offer;
the Direct RFQ Card explains what the buyer needs;
the Agent Card explains how a functioning agent can support the interaction.

Who Should Use an A2A Product Card?

Manufacturers

Manufacturers can use Product Cards to structure:

individual machines;
equipment models;
components;
materials;
consumables;
spare parts;
standard configurations;
product variants.

The card can connect technical design, application, production status, documentation and commercial availability.

Distributors and Wholesalers

Distributors can use Product Cards to clarify:

the original manufacturer;
the distributor’s commercial role;
authorised territory;
local stock;
delivery coverage;
warranty responsibility;
service responsibility;
local commercial terms;
alternative products.

This helps prevent the distributor from being incorrectly identified as the manufacturer while making its real commercial value visible.

System Integrators

Integrators can use Product Cards to describe:

standard equipment;
integration-ready configurations;
compatible systems;
required interfaces;
installation scope;
commissioning;
training;
project limitations.

Industrial Service Providers

Service providers can create Product Cards for:

standardised service packages;
maintenance packages;
inspection products;
rental packages;
replacement units;
refurbishment programmes.

Where the main subject is an operational ability rather than a standard product, an A2A Capability Card may be more appropriate.

Procurement and Sourcing Platforms

Procurement systems can use Product Card fields to improve:

product matching;
category classification;
comparison;
technical qualification;
supplier discovery;
RFQ generation;
quotation analysis.

AI and Agent Developers

Agent developers can use the Product Card as a verified business context layer for:

product discovery;
product recommendations;
qualification assistants;
buyer agents;
supplier agents;
RFQ preparation;
document retrieval;
commercial workflow support.

When an A2A Product Card Is the Right Card Type

Use an A2A Product Card when the main subject is a specific product that can be identified and offered commercially.

Typical examples include:

a pallet wrapping machine;
a strapping tool;
an industrial adhesive tape;
a stretch film grade;
a chemical ingredient;
an electric motor;
a packaging component;
a warehouse device;
an industrial software licence;
a standard service package.

An A2A Product Card is not the best primary object when the buyer is mainly searching for:

an unidentified supplier;
a custom manufacturing capability;
a general business profile;
a functioning AI agent;
a specific purchasing requirement.

In those cases, the more appropriate primary card may be:

A2A Business Card;
A2A Capability Card;
A2A Agent Card;
Direct RFQ Card.

Core Architecture of an A2A Product Card

The Direct RFQ framework organises Product Card information into seven connected layers.

1. Product Identity Layer

What Product Is Being Described?

The Product Identity Layer establishes a precise and stable product identity.

It may include:

canonical product name;
manufacturer;
brand;
model;
variant;
version;
product family;
SKU;
MPN;
GTIN;
internal product code;
distributor code;
card ID;
product category;
subcategory;
lifecycle status;
country or market version;
canonical URL.

Recommended Identity Fields

Product Name

The complete and unambiguous name of the product.

Example:

Cyklop CTT 215 Semi-Automatic Pallet Wrapping Machine

A name such as “pallet wrapper” is usually too broad.

Manufacturer

The company that manufactures the product.

Supplier

The company offering the product in the specified market.

The manufacturer and supplier may be the same company, but the relationship should not be assumed.

Brand

The commercial brand under which the product is marketed.

Model

The precise model designation.

Variant or Configuration

The commercially relevant version described by the card.

Examples may include:

mast height;
platform diameter;
voltage;
material thickness;
colour;
package size;
motor power;
software licence tier.

Product Code

A stable identifier used in sales, logistics, ERP or RFQ workflows.

Lifecycle Status

Recommended values include:

active;
available from stock;
made to order;
temporarily unavailable;
discontinued;
replaced;
archived;
demonstration only.

Why Product Identity Matters

Product ambiguity can lead to:

incorrect recommendations;
mismatched specifications;
comparison of different variants;
quotation errors;
delivery of the wrong configuration;
use of outdated documents;
incorrect pricing.

The Product Identity Layer establishes one primary product object before technical and commercial interpretation begins.

2. Product Description Layer

What Is the Product and What Is It Designed to Do?

The Product Description Layer explains:

what the product is;
how it works;
what business problem it addresses;
where it is normally used;
which users or industries it serves.

It may include:

concise product summary;
detailed description;
main function;
intended use;
typical applications;
industries served;
operating context;
key benefits;
related systems;
product positioning.

Product Summary

The summary should describe the product in factual and category-specific language.

It should identify:

the product type;
its primary function;
the typical application;
the most important differentiator.

Intended Use

The card should explain the conditions in which the product is designed to operate.

For example:

wrapping stable pallet loads;
sealing corrugated cartons;
bundling printed products;
processing a specified material;
operating in indoor industrial environments;
supporting a defined production volume.

Applications

Applications should be concrete.

Instead of:

Suitable for many industries.

Use descriptions such as:

pallet stabilisation in distribution centres;
end-of-line packaging in food production;
strapping cartons and lightweight packages;
machine wrapping of regular pallet loads;
contract packaging of textile products.

Benefits

Benefits should be connected to specific product characteristics.

Instead of:

Improves efficiency.

Use:

The automatic film cutting function reduces the need for manual film handling at the end of the wrapping cycle.

Where possible, benefits should be supported by:

technical parameters;
operating data;
testing;
documented features;
clearly stated assumptions.

3. Technical Qualification Layer

Is the Product Suitable for the Buyer’s Application?

The Technical Qualification Layer defines the conditions under which the product is suitable or unsuitable.

This is one of the most important differences between a conventional product page and an A2A Product Card.

The layer may include:

technical specifications;
units;
minimum values;
maximum values;
nominal values;
tolerance;
performance;
capacity;
dimensions;
materials;
operating conditions;
utility requirements;
compatibility;
prerequisites;
limitations;
exclusions;
configuration logic;
required buyer inputs;
test requirements.

Technical Parameters

Every parameter should clearly state:

parameter name;
value;
unit;
value type;
applicable configuration;
source;
verification status.

Example:

Maximum pallet height: 2,200 mm for the standard configuration described on this page.

This is clearer than:

Pallet height: 2,200.

Value Types

The card should distinguish between:

minimum;
maximum;
nominal;
recommended;
approximate;
typical;
tested;
configurable;
subject to confirmation.

Operating Conditions

Relevant conditions may include:

temperature;
humidity;
indoor or outdoor use;
dust level;
washdown environment;
explosive atmosphere restrictions;
floor conditions;
available space;
product stability;
load weight;
utility supply.

Compatibility

Compatibility fields may describe:

supported materials;
package sizes;
pallet types;
film or strap dimensions;
software systems;
electrical standards;
accessories;
upstream or downstream equipment.

Limitations

A trustworthy Product Card should explain when the product is not suitable.

Examples:

not intended for unstable loads without additional containment;
not suitable for operation in explosive atmospheres;
not compatible with a specified material;
not designed for outdoor installation;
not available in the requested voltage;
requires additional testing for irregular products.

Required Buyer Inputs

The card should identify the information needed before technical confirmation.

Typical inputs may include:

application;
product dimensions;
product weight;
material;
production speed;
load dimensions;
annual volume;
operating environment;
utilities;
required automation level;
integration requirements;
delivery location.

Qualification Result

Where appropriate, the workflow may classify the initial result as:

suitable based on available data;
potentially suitable;
additional information required;
technical review required;
testing recommended;
unsuitable;
alternative product recommended.

A Product Card should not imply final technical approval where expert review remains necessary.

4. Configuration and Variant Layer

Which Version Is Being Offered?

Complex B2B products often have:

several models;
multiple configurations;
optional equipment;
market-specific versions;
custom modifications.

The Product Card should separate:

standard configuration;
included options;
optional features;
required accessories;
alternative variants;
custom engineering.

Standard Configuration

The card should clearly list what is included.

Examples:

base machine;
standard control panel;
specified platform size;
standard mast height;
one battery;
one charger;
standard documentation.

Optional Equipment

Each option should state, where possible:

option name;
purpose;
compatibility;
additional price or pricing status;
effect on lead time;
effect on product parameters;
whether technical confirmation is required.

Required Accessories

Some products require a separate accessory or consumable to operate.

The card should clarify:

what is mandatory;
what is included;
what must be purchased separately;
what alternatives are compatible.

Product Variants

A comparison table may show:

model;
size;
performance;
power;
configuration;
use case;
availability;
pricing basis.

Custom Configuration

Where custom engineering is available, the card should explain:

what can be modified;
what information is required;
whether drawings or samples are needed;
whether engineering fees apply;
how customisation affects price and lead time.

5. Commercial Layer

Under Which Conditions Is the Product Available?

The Commercial Layer explains how the product can be purchased or quoted.

It may include:

public price;
indicative price;
price range;
pricing method;
currency;
tax basis;
price validity;
MOQ;
order increment;
stock status;
availability;
dispatch time;
production lead time;
delivery time;
delivery area;
shipping cost;
Incoterms;
payment terms;
quotation validity;
reservation rules.

Price

Where a public price is available, the card should state:

amount;
currency;
whether the price is net or gross;
unit;
included scope;
excluded scope;
validity period.

Example:

Price: EUR 2,300 net per unit
Included: device, one battery and one charger
Valid until: 31 August 2026

Pricing Method

Where a fixed price cannot be published, explain:

how the price is calculated;
which parameters affect it;
which configuration data is required;
whether transport is calculated separately;
whether installation is optional or mandatory;
whether a budget estimate is available.

Minimum Order Quantity

The card should state:

MOQ;
order multiple;
packaging quantity;
pallet quantity;
minimum project value, where applicable.

Availability

Recommended availability statuses include:

available from stock;
limited stock;
made to order;
available on request;
expected availability date;
temporarily unavailable;
discontinued.

Lead Time

The card should distinguish between:

time to dispatch;
production lead time;
transport time;
installation scheduling;
total expected delivery period.

Payment Conditions

Where public, the card may specify:

prepayment;
payment after delivery;
deposit;
balance before shipment;
leasing availability;
credit subject to approval;
individual commercial terms.

Commercial Validity

Time-sensitive data should include:

valid until date;
last confirmed date;
status;
responsible owner;
requirement for final confirmation.

6. Delivery, Installation and Service Layer

What Happens After the Product Is Ordered?

Industrial products often require more than shipment.

The Product Card should explain the complete fulfilment scope.

Delivery

The card may include:

delivery countries;
shipping method;
pallet or parcel shipment;
transport price;
estimated delivery time;
Incoterms;
unloading responsibility;
access requirements;
site restrictions.

Installation

Where installation applies, explain:

whether it is included;
whether it is optional;
who performs it;
what the customer must prepare;
how long it usually takes;
whether additional travel costs apply.

Commissioning

The card may explain:

scope of commissioning;
test cycle;
parameter setup;
production trial;
acceptance procedure;
required customer materials.

Training

Training information may include:

operator training;
maintenance training;
duration;
location;
language;
number of participants;
included materials.

Warranty

The card should clearly state:

warranty period;
warranty provider;
geographic scope;
main exclusions;
start date;
claim procedure.

Service

Service information may include:

local service availability;
remote support;
response times;
preventive maintenance;
technical inspections;
emergency service;
service contract options.

Spare Parts and Consumables

The card may specify:

availability;
supplier;
expected support period;
standard consumables;
recommended replacement parts;
ordering process.

7. Evidence and Documentation Layer

Which Sources Support the Product Information?

The Evidence Layer connects product claims with relevant documents and responsible sources.

Documents may include:

technical datasheet;
product brochure;
user manual;
installation manual;
declaration;
certificate;
test report;
drawing;
safety information;
warranty terms;
conformity information;
maintenance instructions;
manufacturer statement;
distributor statement.

Document Metadata

Each important document should include, where possible:

document title;
document type;
issuing organisation;
product covered;
model covered;
issue date;
version;
language;
validity;
download or request action.

Evidence Classification

The card should distinguish between:

Manufacturer Data

Technical or commercial information issued by the manufacturer.

Supplier Data

Information issued by the seller or distributor.

Independent Evidence

Certification, testing or verification performed by a third party.

Public Record

Information from an identifiable official or public source.

Marketing Claim

A statement requiring further context or evidence.

Documentation Status

Useful statuses may include:

publicly available;
available on request;
available after qualification;
restricted;
customer-specific;
pending update;
archived.

Why Documentation Matters

Documentation helps an AI system or procurement team determine:

whether the product exists in the stated configuration;
whether the technical values apply to the correct model;
whether a declaration is current;
who is responsible for a claim;
whether additional confirmation is required.

8. Action and Direct RFQ Layer

What Can the Buyer or Agent Do Next?

The A2A Product Card should end with a defined action path.

Possible actions include:

request a quotation;
submit a Direct RFQ;
check availability;
request technical confirmation;
request documents;
request a sample;
arrange a test;
book a demonstration;
request installation assessment;
contact sales;
contact technical service;
initiate an order.

Each action should define:

required inputs;
optional inputs;
accepted attachments;
responsible recipient;
expected response;
expected response time;
human approval requirement.

Direct RFQ Section

A Product Card should contain a product-specific Direct RFQ section.

The buyer should not need to guess which information is required.

Product Identification

product name;
model;
product code;
requested variant;
quantity.

Application

intended use;
industry;
product or material being processed;
current process;
required outcome.

Technical Requirements

Depending on the product, this may include:

dimensions;
weight;
material;
capacity;
speed;
temperature;
voltage;
pressure;
integration;
environmental conditions.

Commercial Requirements

delivery country;
delivery postcode;
required date;
budget, where appropriate;
preferred currency;
payment expectations;
installation requirement;
training requirement.

Documentation Requirements

datasheet;
declaration;
certificate;
manual;
test report;
quality document;
supplier declaration.

Buyer Information

company name;
contact person;
business email;
telephone;
country;
purchasing role.

Attachments

The buyer may be able to attach:

photographs;
drawings;
specifications;
product samples information;
current supplier data;
existing RFQ document.

Expected Response

The page should explain whether the buyer will receive:

initial qualification;
request for missing information;
budget estimate;
formal quotation;
technical recommendation;
proposal for testing;
alternative product suggestion.

9. Governance Layer

Who Owns and Maintains the Product Card?

The Governance Layer defines how the Product Card remains accurate and commercially safe.

It may include:

data owner;
commercial owner;
technical owner;
publisher;
verification status;
publication date;
last update;
next review date;
price validity;
stock validity;
document status;
geographic scope;
language scope;
access restrictions;
approval status;
changelog;
archive status.

Data Ownership

Different fields may have different owners.

For example:

technical data — manufacturer or technical department;
price — sales department;
availability — warehouse or ERP;
delivery conditions — logistics;
warranty — manufacturer or supplier;
documents — compliance or product management.

Validity

Time-sensitive fields should state:

last confirmation date;
validity period;
responsible owner;
confirmation requirement.

Changelog

Significant changes may include:

price update;
availability update;
new product version;
changed technical parameter;
new option;
revised document;
discontinued model;
changed warranty;
updated delivery scope.

The FUCTEG Product Card Framework

Direct RFQ evaluates A2A Product Cards using the FUCTEG framework.

Findable

Can the product be located through:

search engines;
answer engines;
category pages;
internal links;
supplier profiles;
feeds;
product identifiers;
agent resources?

A findable Product Card should have:

stable URL;
clear product name;
manufacturer and model;
crawlable HTML;
category relationship;
internal links;
canonical page.

Understandable

Can the product be interpreted correctly?

The card should clearly explain:

product category;
function;
intended use;
parameters;
units;
configurations;
options;
limitations;
manufacturer and supplier roles.

Comparable

Can the product be meaningfully compared with alternatives?

The card should expose relevant criteria such as:

performance;
dimensions;
material;
capacity;
energy use;
MOQ;
price;
availability;
lead time;
delivery;
service;
warranty;
total cost factors.

Trustworthy

Can important claims be verified?

The card should identify:

legal supplier;
manufacturer;
source documents;
document versions;
update dates;
commercial validity;
responsible owners;
evidence type.

Executable

Can the buyer or agent perform a useful next action?

Examples include:

request quotation;
submit RFQ;
request sample;
request documents;
book test;
check availability;
request consultation.

Governable

Are data ownership, validity, permissions and limitations defined?

The card should explain:

who maintains the data;
which values require confirmation;
how long prices remain valid;
which actions require human review;
which markets are covered;
how changes are recorded.

A2A Product Card Readiness Levels

A Product Card can be developed progressively.

Level 1: Published Product

The product has a stable, crawlable web page.

Minimum Elements

product name;
basic description;
supplier;
contact path;
update date.

Level 2: Structured Product

The product page follows a consistent information architecture.

Minimum Elements

stable identity;
category;
manufacturer;
model;
specification table;
applications;
documents;
commercial status.

Level 3: Comparable Product

The page contains consistent technical and commercial comparison fields.

Minimum Elements

parameters with units;
variant information;
pricing scope;
MOQ;
availability;
lead time;
delivery;
warranty.

Level 4: Qualifiable Product

The card explains suitability, limitations and required buyer information.

Minimum Elements

intended use;
unsuitable use;
mandatory buyer inputs;
configuration logic;
technical review triggers;
alternatives.

Level 5: Direct RFQ Ready

The buyer or agent can prepare a complete product-specific request.

Minimum Elements

product identifier;
quantity;
application fields;
technical requirements;
delivery information;
document requirements;
response expectations.

Level 6: Agent-Readable Product

The same verified data is available in consistent human-readable and machine-readable forms.

Possible elements include:

structured HTML;
schema markup;
JSON-LD;
public JSON;
product feed;
stable action identifiers.

Level 7: A2A-Enabled Product

The product can participate in a controlled agent-assisted workflow.

Possible elements include:

live availability;
authenticated data;
automatic field validation;
agent-supported qualification;
RFQ submission;
human escalation;
action logging.

A company does not need to reach Level 7 immediately.

A complete and qualifiable HTML Product Card can already improve product visibility, enquiry quality and sales efficiency.

Human-Readable and Machine-Readable by Design

An A2A Product Card should begin as a complete human-readable page.

The page should remain useful for:

buyers;
engineers;
procurement teams;
sales teams;
service teams;
distributors;
business partners.

The same verified information may later be represented through:

semantic HTML;
schema markup;
JSON-LD;
public JSON files;
product feeds;
APIs;
agent-accessible resources.

Human-Readable Source of Truth

The visible page should clearly present the essential:

identity;
specifications;
applications;
limitations;
commercial conditions;
documentation;
actions;
governance.

Machine-Readable Consistency

The machine-readable version should not:

contradict the visible page;
present an expired price as current;
imply stock without confirmation;
add unsupported technical claims;
omit material limitations;
identify a distributor as the manufacturer.

Restricted Data

Not every field must be public.

Information may be classified as:

public;
available on request;
available after qualification;
restricted;
authenticated;
confidential.

The access condition should be explicit.

Example A2A Product Card Structure

Product Card Identification

card ID;
card type;
card version;
status;
publication date;
last update;
language;
market;
data owner.

Product Identity

canonical product name;
manufacturer;
brand;
model;
variant;
SKU;
product code;
category;
lifecycle status.

Product Description

short summary;
detailed description;
function;
intended use;
applications;
industries.

Technical Data

dimensions;
weight;
performance;
capacity;
power;
utilities;
supported materials;
operating conditions;
configuration;
compatibility;
limitations.

Commercial Data

price;
pricing method;
currency;
price validity;
MOQ;
availability;
lead time;
delivery;
payment;
warranty.

Delivery and Services

transport;
unloading;
installation;
commissioning;
training;
technical service;
spare parts;
consumables.

Evidence

datasheet;
manual;
declaration;
certificate;
test;
drawing;
source;
issue date;
document version.

Qualification

required buyer inputs;
suitability criteria;
exclusions;
technical review triggers;
testing options;
alternatives.

Direct RFQ

request identifier;
required fields;
optional fields;
attachments;
response format;
contact;
expected response.

Governance

technical owner;
commercial owner;
verification status;
validity;
scope;
limitations;
changelog;
archive status.

Example Product Card Relationship Map

An A2A Product Card may reference:

Supplier

The company commercially offering the product.

Manufacturer

The company responsible for manufacturing the product.

Distributor

The company authorised or responsible for local distribution.

Product Family

The broader group to which the product belongs.

Related Variant

Another version of the same product.

Compatible Product

An accessory, material, machine or software system that works with the product.

Replacement Product

A newer model replacing an archived product.

Capability

An installation, testing, service or production capability related to the product.

Agent

A functioning agent able to provide approved product information or support qualification.

RFQ

A purchasing requirement that may be matched with the product.

These relationships should be explicit rather than inferred only from marketing text.

Product Card Use Cases

Industrial Machinery

A Product Card for industrial machinery may include:

product function;
dimensions;
supported product sizes;
performance;
utilities;
control system;
safety;
options;
integration;
installation;
commissioning;
service;
spare parts.

Packaging Machinery

A packaging-machine Product Card may include:

packaging type;
product dimensions;
throughput;
package weight;
consumable type;
film, tape or strap dimensions;
automation level;
line height;
electrical supply;
pneumatic supply;
installation scope;
testing requirements.

Packaging Materials

A packaging-material Product Card may include:

material type;
composition;
dimensions;
thickness;
colour;
roll or package weight;
core size;
elongation;
breaking strength;
pallet quantity;
MOQ;
application;
machine compatibility;
recycling or documentation information.

Chemicals and Ingredients

A chemical Product Card may include:

chemical name;
trade name;
CAS number;
EC number;
grade;
purity;
concentration;
physical form;
intended application;
packaging;
MOQ;
SDS;
TDS;
CoA;
storage;
transport;
regulatory status.

Components

A component Product Card may include:

material;
dimensions;
tolerance;
interface;
load;
operating temperature;
electrical values;
compatibility;
lifecycle status;
replacement product.

Software and Digital Products

A software Product Card may include:

product edition;
licence model;
deployment model;
supported systems;
integrations;
data requirements;
user limits;
support;
subscription price;
security documentation;
service-level conditions.

A2A Product Card and the Direct RFQ Standard

The Direct RFQ Standard defines the shared methodology used to structure the Product Card.

The Product Card applies the standard to one product object.

The relationship can be summarised as follows:

the Direct RFQ Standard defines the layers and field principles;
the A2A Product Card represents a specific product;
A2O Optimization improves the card’s findability, understanding and actionability;
Agentic Commerce Readiness prepares the organisation to use the card within workflows.

A2A Product Card and A2O Optimization

A2O, or Agent-to-Agent Optimization, is the process of preparing product information for use by AI agents.

An A2O project may improve:

product naming;
URL structure;
category relationships;
technical attributes;
units;
comparison fields;
evidence;
commercial data;
Direct RFQ fields;
action design;
governance.

The A2A Product Card is one of the primary outputs of product-level A2O.

A2A Product Card and Agentic Commerce

In an agentic commerce workflow, a Product Card may support the following process:

A buyer agent identifies a purchasing requirement.
The agent discovers a relevant Product Card.
The agent reads technical and commercial data.
The agent checks initial suitability.
Missing buyer information is identified.
A Direct RFQ is prepared.
The supplier agent or sales workflow receives the request.
Human technical review is triggered where required.
A quotation is prepared.
Further action occurs within defined permissions.

The Product Card does not need to perform every step automatically.

Its first role is to provide reliable information and a clearly defined action path.

Product Card Implementation Process

1. Select the Product

Choose one clearly identifiable product, model or commercial configuration.

Avoid beginning with an entire complex catalogue.

A flagship product is often the best pilot.

2. Define the Product Identity

Confirm:

canonical name;
manufacturer;
brand;
model;
variant;
product code;
category;
lifecycle status.

3. Collect Source Information

Review:

existing product page;
manufacturer page;
datasheet;
catalogue;
manual;
declarations;
certificates;
price list;
ERP data;
PIM data;
service documentation;
sales materials.

4. Identify Data Gaps

Typical gaps include:

missing model identifier;
inconsistent technical values;
missing units;
unclear standard configuration;
absent limitations;
no MOQ;
no price validity;
unclear stock;
missing delivery scope;
outdated documents;
no qualification questions.

5. Build the Field Structure

Organise the product data into:

Identity;
Description;
Qualification;
Configuration;
Commercial;
Evidence;
Action;
Governance.

6. Prepare the Human-Readable Content

Write a complete page for:

buyers;
engineers;
procurement teams;
sales teams;
service teams;
AI systems.

The page should not read like a database export.

Structured information should remain clear and commercially useful.

7. Design the Direct RFQ Section

Define:

mandatory buyer inputs;
optional inputs;
required attachments;
qualification rules;
response format;
responsible team;
human review triggers.

8. Prepare the Machine-Readable Layer

Where useful, prepare recommendations or structures for:

schema markup;
JSON-LD;
public JSON;
product feed;
API fields;
agent resources.

9. Verify the Product Card

Confirm:

technical accuracy;
product identity;
commercial validity;
current availability;
document status;
responsibility;
limitations;
action ownership.

10. Publish and Maintain

Define:

update owner;
price review;
stock review;
document review;
technical review;
versioning;
archive process.

What You Receive

The exact scope depends on the product and available data.

A typical A2A Product Card project may include:

product identity analysis;
recommended page URL;
SEO title;
meta description;
focus keyphrase;
page hierarchy;
complete English-language content;
short product summary;
technical specification structure;
application section;
limitation section;
configuration and options structure;
commercial data fields;
availability and delivery fields;
installation and service section;
documentation register;
qualification questions;
Direct RFQ section;
CTA structure;
governance fields;
status definitions;
schema recommendations;
JSON field recommendations;
internal linking plan;
implementation roadmap.

Typical Product Card Packages

Product Card Basic

Designed for a product that needs a clear and structured public page.

May include:

product identity;
description;
applications;
specification structure;
basic commercial information;
contact action.

Product Card Qualifiable

Designed for complex B2B products requiring technical evaluation.

May include:

complete technical data;
suitability rules;
limitations;
mandatory buyer inputs;
configuration logic;
technical review triggers;
Direct RFQ fields.

Product Card Commercial

Designed for products with active price, availability and delivery information.

May include:

public price or pricing method;
validity;
MOQ;
stock;
lead time;
delivery;
payment;
warranty;
offer scope.

Product Card Agent-Ready

Designed for structured reuse by AI systems and digital workflows.

May include:

complete human-readable card;
structured field model;
schema recommendations;
JSON structure;
action definitions;
governance;
versioning.

Product Card Pilot

Designed to establish a reusable model for one flagship product.

The pilot can later be replicated across:

product variants;
product families;
categories;
markets;
language versions;
distributor websites;
agent workflows.

Benefits of an A2A Product Card

Better Product Discovery

Clear names, models, categories and identifiers help search engines and AI systems locate the correct product.

Better Product Understanding

Structured descriptions, units and relationships reduce ambiguity.

Better Technical Qualification

Applications, limitations and buyer inputs help determine whether the product fits the requirement.

Better Comparison

Consistent attributes make meaningful comparison easier.

Better RFQs

Buyers understand which information must be provided.

Better Sales Efficiency

Sales teams receive more complete and relevant enquiries.

Better Commercial Clarity

Pricing scope, availability, delivery and warranty are easier to interpret.

Better Documentation Access

Documents are connected to the correct model and version.

Better Data Reuse

The same verified product information can support:

websites;
catalogues;
sales tools;
product feeds;
procurement platforms;
AI assistants;
distributor portals;
quotation systems;
agent workflows.

Better Governance

Ownership, validity and versioning reduce the risk of outdated or unauthorised information being used.

What an A2A Product Card Does Not Guarantee

An A2A Product Card improves information quality and agent readiness.

It does not guarantee:

a specific search ranking;
inclusion in every AI answer;
recommendation by every buyer agent;
technical suitability without verification;
product availability;
transaction completion;
legal or regulatory compliance;
compatibility with every system;
automatic sales growth.

The card cannot replace:

accurate source data;
technical consultation;
commercial confirmation;
contractual review;
legal assessment;
security controls;
real stock;
reliable delivery;
responsible service.

A detailed card should never create false confidence.

Where uncertainty exists, the card should state:

subject to confirmation;
technical review required;
commercial confirmation required;
testing recommended;
availability must be verified.

Frequently Asked Questions

What is an A2A Product Card?

An A2A Product Card is a structured representation of a specific B2B product, model, variant or commercial configuration.

It helps people and AI systems identify, understand, compare, qualify and request a quotation for the product.

Is an A2A Product Card a normal product page?

It can be published as a product page, but it contains more structured technical, commercial, qualification, evidence and governance information than a conventional product description.

Is the A2A Product Card an official international standard?

No.

It is part of the independent Direct RFQ business information framework.

It is not an ISO, IEC, CEN or government standard.

Is an A2A Product Card the same as an official A2A Agent Card?

No.

A Product Card describes a product.

An official A2A Agent Card describes a functioning AI agent and how other systems can interact with it.

Does the Product Card require an AI agent?

No.

A complete human-readable Product Card can be created before any agent or API exists.

Does the Product Card require JSON?

No.

A structured HTML page is a valid first implementation.

JSON, feeds and APIs can be added when machine-readable reuse creates practical value.

Does every product need a separate card?

Materially different products, models or configurations should normally have separate Product Cards.

A family-level page can provide an overview and link to individual cards.

Can a Product Card describe a configurable machine?

Yes.

The card should clearly separate:

base model;
standard configuration;
included options;
optional equipment;
configurable parameters;
custom engineering.

Does every Product Card need a public price?

No.

Where a fixed price cannot be published, the card should explain:

pricing method;
variables affecting price;
required buyer data;
quotation process;
quotation validity.

How should temporary prices be handled?

The card should display:

valid until date;
last confirmed date;
currency;
net or gross basis;
included scope;
confirmation status.

How should stock be presented?

Use clear statuses such as:

available from stock;
limited stock;
made to order;
subject to confirmation;
temporarily unavailable;
discontinued.

Can confidential technical data remain private?

Yes.

The public card can explain that additional data is available:

on request;
after qualification;
under NDA;
through an authenticated resource.

Can the Product Card include documents?

Yes.

Documents can be publicly downloadable or available through a defined request process.

What documents should be included?

This depends on the product.

Possible documents include:

datasheet;
manual;
declaration;
certificate;
test report;
drawing;
warranty terms;
safety information.

Can the Product Card support multiple suppliers?

A manufacturer-level Product Card may list several authorised suppliers.

A market-specific commercial card should clearly identify the supplier responsible for the stated price, stock, delivery and service conditions.

Can one supplier publish a manufacturer’s product?

Yes.

The supplier should clearly distinguish:

manufacturer data;
distributor data;
local commercial conditions;
service responsibility;
document source.

Can Product Cards support multiple languages?

Yes.

Each version should preserve:

the same product identifiers;
equivalent technical meaning;
consistent units;
the same version status;
the same commercial scope.

How often should a Product Card be updated?

The frequency depends on the field.

Prices, stock and lead time may require frequent updates.

Core technical data may require review when the product or documentation changes.

What is the difference between a Product Card and a Capability Card?

A Product Card describes a defined product.

A Capability Card describes what a supplier can manufacture, process, integrate or perform.

What is the difference between a Product Card and a Direct RFQ Card?

A Product Card describes supply.

A Direct RFQ Card describes a buyer’s demand.

Can a Product Card generate a Direct RFQ?

Yes.

The card can contain a product-specific RFQ form, template or machine-readable request structure.

Can a Product Card support product comparison?

Yes.

Comparison is one of the main purposes of a structured Product Card, provided that consistent attributes, units and commercial fields are available.

Does a Product Card replace technical consultation?

No.

It can improve preliminary qualification, but complex or safety-critical applications may still require expert review.

Start with One Flagship Product

A company does not need to restructure its entire catalogue at once.

A practical pilot can begin with one product that is:

commercially important;
frequently requested;
technically complex;
difficult to explain;
often compared;
associated with incomplete RFQs.

The pilot can establish:

naming rules;
identifiers;
page structure;
technical attributes;
units;
commercial fields;
qualification logic;
document relationships;
Direct RFQ fields;
governance;
versioning.

Once approved, the model can be replicated across:

related models;
product variants;
product families;
additional languages;
distributor markets;
product feeds;
agent-assisted workflows.

Build Your A2A Product Card

Transform Product Content into a Qualifiable Business Asset

Your product page should do more than describe the product.

It should help a buyer, procurement system or AI agent understand:

what the product is;
when it is suitable;
how it compares;
what it costs or how it is priced;
whether it is available;
which documents support it;
what information is required;
what action can happen next.

An A2A Product Card creates the structured information layer required for AI search, Direct RFQ workflows and future agentic commerce.

Primary CTA: Build an A2A Product Card

Secondary CTA: Request a Product A2O Review

Additional CTA: View A2A Product Card Examples

Hello world!

A2A Product Card. Structured, Qualifiable and RFQ-Ready Product Data for AI Agents

From a Product Page to an Agent-Ready Product Asset

What Is an A2A Product Card?

The Role of the A2A Product Card

Who Should Use an A2A Product Card?

Manufacturers

Distributors and Wholesalers

System Integrators

Industrial Service Providers

Procurement and Sourcing Platforms

AI and Agent Developers

When an A2A Product Card Is the Right Card Type

Core Architecture of an A2A Product Card

1. Product Identity Layer

What Product Is Being Described?

Recommended Identity Fields

Product Name

Manufacturer

Supplier

Brand

Model

Variant or Configuration

Product Code

Lifecycle Status

Why Product Identity Matters

2. Product Description Layer

What Is the Product and What Is It Designed to Do?

Product Summary

Intended Use

Applications

Benefits

3. Technical Qualification Layer

Is the Product Suitable for the Buyer’s Application?

Technical Parameters

Value Types

Operating Conditions

Compatibility

Limitations

Required Buyer Inputs

Qualification Result

4. Configuration and Variant Layer

Which Version Is Being Offered?

Standard Configuration

Optional Equipment

Required Accessories

Product Variants

Custom Configuration

5. Commercial Layer

Under Which Conditions Is the Product Available?

Price

Pricing Method

Minimum Order Quantity

Availability

Lead Time

Payment Conditions

Commercial Validity

6. Delivery, Installation and Service Layer

What Happens After the Product Is Ordered?

Delivery

Installation

Commissioning

Training

Warranty

Service

Spare Parts and Consumables

7. Evidence and Documentation Layer

Which Sources Support the Product Information?

Document Metadata

Evidence Classification

Manufacturer Data

Supplier Data

Independent Evidence

Public Record

Marketing Claim

Documentation Status

Why Documentation Matters

8. Action and Direct RFQ Layer

What Can the Buyer or Agent Do Next?

Direct RFQ Section