Welcome to Miso

Miso turns your archive into products your readers/customers can use, and into new value for your business. You integrate your content once. You can then switch on answers, search, recommendations, summaries, tagging, and more, from the same catalog.

Miso is built for publishers, media companies, foundations, and retailers. Articles, video, a product catalog, a database of profiles — if your readers search it, Miso can answer from it. Your content stays yours, and it stays private to your brand.

%%{init: {'theme':'base','themeVariables':{
'fontFamily':'IBM Plex Sans, ui-sans-serif, system-ui','fontSize':'14px',
'lineColor':'#9aa3c0','clusterBkg':'transparent','clusterBorder':'#d3d8e8',
'titleColor':'#8b93ad'
},'flowchart':{'curve':'basis','nodeSpacing':22,'rankSpacing':70,'padding':14}}}%%
flowchart LR
  subgraph SRC["WHAT YOU SEND"]
    direction TB
    ART["`Articles
    video · transcripts`"]
    CAT["`Product catalog
    listings · prices`"]
    DAT["`Databases
    lists · profiles`"]
  end
  MISO(["`**Miso**
  index · atomize`"])

  subgraph INSIGHT["WHAT YOU LEARN — DOJO"]
    direction TB
    ASKED["What readers ask"]
    INTENT["What they intend next"]
    PERF["How your answers perform"]
  end

  subgraph OUT["WHAT YOUR READERS GET"]
    direction TB
    ANS["Answers"]
    SRCH["Search & Explore"]
    REC["Recommendation"]
    SUM["Summaries"]
    AGENT["AI agents"]
  end

  ART --> MISO
  CAT --> MISO
  DAT --> MISO
  MISO --- ANS
  MISO --- SRCH
  MISO --- REC
  MISO --- SUM
  MISO --- AGENT
  MISO --- ASKED
  MISO --- INTENT
  MISO --- PERF

  classDef src fill:#f6f7fa,stroke:#c9cfe0,color:#454c69
  classDef hub fill:#3148be,stroke:#3148be,color:#ffffff,stroke-width:0px
  classDef outbox fill:#f4effc,stroke:#cdbcf0,color:#40277a
  classDef insight fill:#e8ecfb,stroke:#b9c2ea,color:#22307a
  class ART,CAT,DAT src
  class MISO hub
  class ANS,SRCH,REC,SUM,AGENT outbox
  class ASKED,INTENT,PERF insight

One integration feeds both columns. Your readers get the products, and you get Dojo: what your audience asks, what it means to read next, and how your answers perform. Those same signals go back into Miso, so the results improve as your readers use them.

Integrate once

Send your content through WordPress, RSS, SFTP, the Data API, or the Miso crawler. Articles, product listings, structured data, images, and video are all supported. Miso keeps one catalog and syncs it continuously.

Miso then does two things with that catalog. It indexes the text so it can retrieve any passage. It also atomizes it, which means it extracts the entities, the topics, and the relations between them. Every product below reads from the same catalog.

See API Overview for the whole picture, and Integrating Your Data for each upload method.

What you can switch on

Product	What it does	Start here
Answers	Answers a reader's question from your articles, with citations.	Ask — Quick Start
Hybrid Search	Search your content and answer the question behind it.	Hybrid Search — Quick Start
Explore	Topic, trending, and related-content feeds.	Explore — Quick Start
Recommendation	Suggests the next article for a reader.	Search & Recommendation
Summary	Summarizes one article or a whole topic.	Summary API
Tagging	Applies your taxonomy to your content.	Content Tagging
MCP	Lets an AI agent search and read your content.	MCP Server

Studio, News Feed, and LightBox are built on the same catalog. Ask your Miso representative to enable them.

More about Answers

Answers is the product most customers start with. It is embedded in your site, so the reader never leaves. It answers only from your content, and it cites the articles it used.

Answers supports:

• Questions against your article catalog
• Simple queries against structured data and lists
• Custom responses for questions you want to control
• Tuning for recency and relevance
• Custom guardrails
• Affiliate advertising

Your content stays yours

Miso never uses your content or your readers' questions to train its models. Each brand's catalog is separate, and Miso tunes each deployment for that brand alone.

Start here

1. Getting Started — your first question and answer.
2. Integrating Your Data — get your catalog in.
3. API Overview — the API, and the conventions it follows.