Platform
Commerce GraphKeep services, offers, rules, and sources in one approved place.Agent GatewayPublish the facts AI and partner systems are allowed to read.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 CompatibilityCheck readiness for ACP, UCP, MCP, A2A, AP2, and agent UI flows.ACP ReadinessCheck seller facts, prices, rules, offers, and next steps.
Resources
Solutions overviewStart with the client problem, then see the Akii page built for it.DocsRead practical guides for Commerce Graph, Agent Gateway, and readiness.BlogPractical notes on client data, buyer paths, and AI. No prophecy required.FAQStraight answers for buyers, teams, agencies, and partners.ResearchNotes on agent commerce, action paths, checks, and sources.
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Platform

Commerce GraphKeep services, offers, rules, and sources in one approved place.Agent GatewayPublish the facts AI and partner systems are allowed to read.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 CompatibilityCheck readiness for ACP, UCP, MCP, A2A, AP2, and agent UI flows.ACP ReadinessCheck seller facts, prices, rules, offers, and next steps.

Resources

Solutions overviewStart with the client problem, then see the Akii page built for it.DocsRead practical guides for Commerce Graph, Agent Gateway, and readiness.BlogPractical notes on client data, buyer paths, and AI. No prophecy required.FAQStraight answers for buyers, teams, agencies, and partners.ResearchNotes on agent commerce, action paths, checks, and sources.

Company

AboutSee what Akii is building, why it exists, and who is behind it.ContactTell Akii what you are trying to fix.

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Blog

Useful notes on making client facts make sense to AI.

No breathless forecasts. Just practical notes on clean client facts, buyer paths, and what AI gets wrong.

17

Articles in the archive

Graph + QA

Current product focus

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Article archive

Browse Akii writing on client facts, Commerce Graphs, buyer paths, and Answer QA.

From Free Scan to Enterprise Insight

From Free Scan to Enterprise Insight: How to Operationalize AI Visibility

Akii turns scattered client details into one approved Commerce Graph. AI systems can read the facts, and Answer QA can catch what they get wrong. AI has enough to guess at already.

Platform

Commerce Graph
Agent Gateway
Action Registry
Protocol Compatibility
ACP Readiness
Answer QA

Solutions

Solutions overview

Resources

Docs

A free scan can reveal a problem, but it is not an operating system. This article explains the checks and workflow needed next.

Josef Holm

8m

6 months

Why Your Brand Is Losing Visibility In AI Answers

AI can lose or distort a brand without sending an alert. This article maps the common failure modes and the sources behind them.

What AI Models Measure

What AI Models Actually Measure When They Recommend a Brand

AI recommendations depend on more than rankings. This article breaks down the facts, sources, and consistency models use to compare brands.

How to Optimize Your Brand for AI Agents in 2026

AI agents need clear facts, trusted sources, and usable next steps. Here is what businesses can prepare before an agent chooses.

How to Rank on ChatGPT in 2025

How to Rank on ChatGPT in 2025: A Step-by-Step Guide

An early guide to how ChatGPT formed brand answers in 2025, including source signals, retrieval, and answer structure.

Page 2 of 2

The archive includes earlier Akii research. The platform pages describe what Akii offers now.

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