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  • Platform
    Commerce GraphKeep offers, rules, hours, and sources in one trusted place.Agent GatewayGive AI and partner systems a clean, approved way to read each client.Action RegistryMap each offer to the right booking, quote, call, WhatsApp, or checkout path.Answer QACatch wrong facts and broken customer paths before they cost demand.Protocol CompatibilityPrepare client data for ACP, UCP, MCP, A2A, AP2, and agent UI flows.ACP ReadinessCheck seller details, prices, rules, offers, and next steps.
  • Resources
    Solutions overviewStart with common agency client needs, then open the main platform pages.DocsRead practical guides for Commerce Graph, Agent Gateway, and readiness.BlogPlain notes on AI commerce, business data, and daily work.FAQShort answers for buyers, teams, agencies, and partners.ResearchNotes on agent commerce, action paths, checks, and sources.
  • Company
    AboutLearn what Akii is building and where the company fits.ContactReach Akii for sales, support, partnership, or account questions.
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AkiiAkii

Platform

Commerce GraphKeep offers, rules, hours, and sources in one trusted place.Agent GatewayGive AI and partner systems a clean, approved way to read each client.Action RegistryMap each offer to the right booking, quote, call, WhatsApp, or checkout path.Answer QACatch wrong facts and broken customer paths before they cost demand.Protocol CompatibilityPrepare client data for ACP, UCP, MCP, A2A, AP2, and agent UI flows.ACP ReadinessCheck seller details, prices, rules, offers, and next steps.

Resources

Solutions overviewStart with common agency client needs, then open the main platform pages.DocsRead practical guides for Commerce Graph, Agent Gateway, and readiness.BlogPlain notes on AI commerce, business data, and daily work.FAQShort answers for buyers, teams, agencies, and partners.ResearchNotes on agent commerce, action paths, checks, and sources.

Company

AboutLearn what Akii is building and where the company fits.ContactReach Akii for sales, support, partnership, or account questions.
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Home/Docs/Answer QA
Core Platform

Updated 2026-07-07

Catch wrong facts and broken paths before AI repeats them.

Answer QA compares approved client data with AI answers, public sources, published outputs, protocol outputs, and action paths.

Start Here

  • Akii Documentation
  • Getting started with Akii
  • What is Akii?
  • Core concepts
  • Glossary

Core Platform

  • Commerce Graph
  • Agent Gateway
  • Action Registry
  • Protocol Compatibility
  • Answer QA
  • Monitoring
  • Fix Queue
  • Sources

Protocol Compatibility

  • AI commerce protocols
  • Agentic Commerce Protocol readiness
  • Universal Commerce Protocol readiness
  • Model Context Protocol support
  • Agent2Agent support
  • Agent Payments Protocol readiness
  • Agent UI payloads
  • Protocol comparison
  • Safe protocol claims and certifications

Publishing and Partner Access

  • Publishing overview
  • Access boundaries
  • Commerce Graph publishing
  • Approved data publishing
  • Read-only AI access
  • Agent discovery profile
  • UCP-style client profile
  • Exports
  • Availability and access messages
  • Traffic limits
  • Versioning

Implementation Guides

  • Create your first Commerce Graph
  • Publish your Agent Gateway
  • Map customer action paths
  • Run Answer QA
  • Configure protocol compatibility
  • Set up MCP access
  • Create an A2A Agent Card
  • Prepare for ACP-style flows
  • Prepare for UCP-style flows
  • Monitor drift
  • Manage fixes

Agencies and Partners

  • Agency guide
  • Client onboarding for agencies
  • Manage multiple client brands
  • Client reports
  • Fix Queue workflows for agencies
  • Reselling and packaging Akii
  • Partner guide
  • Batch client onboarding
  • Protocol exports
  • Partner readiness reports

Use Cases

  • Use cases
  • Ecommerce and complex catalogs
  • Service businesses
  • Local businesses
  • B2B companies
  • Hospitality
  • Wellness and clinics
  • Venues and events
  • Tours and experiences
  • Marketplaces
  • Multi-location brands

Security and Compliance

  • Security overview
  • Data handling
  • Public vs private data
  • MCP security
  • Payment boundaries
  • Roles and access
  • Audit logs
  • Certification and platform-claim rules

Reference

  • Reference
  • Entities
  • Commerce Graph schema
  • Action types
  • Protocol statuses
  • Issues
  • Readiness statuses
  • Plan limits
  • FAQ
  • Changelog
  • Schemas

Overview

Answer QA checks AI answers, public data, published outputs, protocols, and customer action paths against approved Commerce Graph data.

  • Wrong facts become issues with severity, confidence, proof, and recommended fixes.
  • Publishing and protocol checks confirm that public outputs still match approved graph data.
  • Retesting closes the loop after fixes.

What Answer QA means in Akii

Answer QA is documented as part of Akii v2 only: Commerce Graph, Agent Gateway, Action Registry, Protocol Compatibility, Answer QA, monitoring, sources, fixes, and Partner Console operations. The page explains the operational role, not a generic marketing claim.

How it works

Akii checks answer accuracy, public data consistency, output health, MCP-compatible output, protocol status, and customer action paths. Issues feed Fix Queue so operators or agencies can repair and retest.

  • Start from approved client data instead of scraped fragments.
  • Keep public and private data boundaries explicit.
  • Attach evidence, owner, status, and version context where the product supports it.
  • Retest after changes so issues and readiness gaps do not become stale.

Boundaries

Akii documents what is supported, partial, readiness-only, export-only, planned, or watchlist. Do not treat readiness as certification or exports as full partner integration.

  • AI answers are not deterministic; Answer QA records evidence and confidence.
  • A passing check does not guarantee future platform behavior.
  • A failed action path should be fixed before routing customers there.

Related docs

Fix Queue

Learn how Akii turns issues into prioritized fixes with owners, proof, recommended actions, retests, and agency/developer handoff.

Monitoring

Understand output health, MCP-compatible access, public data drift, AI answer drift, source conflicts, action-path failures, protocol changes, alerts, and reports.

Readiness statuses

Reference for protocol, graph, public-output, and action-path readiness states.

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Protocol Compatibility
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Monitoring

On this page

  • Overview
  • What Answer QA means in Akii
  • How it works
  • Boundaries
Akii

Akii helps agencies turn scattered service-business client details into data AI chatbots can read. ChatGPT, Gemini, Claude, and Perplexity can compare the client clearly and guide customers to the right next step.

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  • Action Registry
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  • Answer QA

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