> For the complete documentation index, see [llms.txt](https://docs.curedao.org/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.curedao.org/plugins/predictor-search-engine-plugin.md).

# Predictor Search Engine Plugin

Aggregated user data is used to determine the factors that most influence any given aspect of health, powering the QM Search Engine.

Anyone wanting to optimize any quantifiable aspect of their life is able to search and see a list of the products that are most effective at helping the average user achieve a particular health and wellness goal. For instance, if one wishes to improve one’s sleep efficiency, go to our site and search for “sleep efficiency”, where one is able to select from the list of products that most affect sleep efficiency.

Impact: Clinicians and those suffering from chronic conditions will have access to the personalized effectiveness rates of treatments and the percent likelihood of root causes.

The search engine is available in a variety of layout settings.

### Network Graph Style

[Network Graph Demo](https://app.quantimo.do/variables/Overall%20Mood)

![Network Graph Style](https://2576313089-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FALpB7mDyBf0ce3vSyslF%2Fuploads%2Fgit-blob-0b68e6104b70e55fbdea65c29a5c23236f4a5aad%2Foverall-mood-predictors-network-graph.png?alt=media)

### Embeddable Cards

![Cards](https://2576313089-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FALpB7mDyBf0ce3vSyslF%2Fuploads%2Fgit-blob-b56beea313e6bd51cf467372a2870dc6e6a1185d%2Fpredictor-search-cards.PNG?alt=media)

### Embeddable Simple List

![Predictor Search Engine Plugin](https://2576313089-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FALpB7mDyBf0ce3vSyslF%2Fuploads%2Fgit-blob-8d2db36854de3d933718d22c75854bb8a8466347%2Fpredictor-search-no-background.PNG?alt=media)

### Study Cards in Ionic App

[Study Cards in Ionic App Demo](https://web.quantimo.do/dev/src/ionic/src/index.html#/app/predictors/Overall%20Mood)

![Study Cards in Ionic App](https://2576313089-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FALpB7mDyBf0ce3vSyslF%2Fuploads%2Fgit-blob-c0fb0f1447c444ab6757b338266ca1604d4dc10c%2Foverall-mood-predictors.png?alt=media)

### Nutrition Facts Style

[Nutrition Facts Style Demo](https://app.quantimo.do/variables/Overall%20Mood)

![Nutrition Facts Style](https://2576313089-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FALpB7mDyBf0ce3vSyslF%2Fuploads%2Fgit-blob-adb423ecdb08b58a48a97cc5b601e8813a9d268f%2Fmood-predictors-nutrition-facts-style.png?alt=media)

### Bar Chart Style

[Bar Chart Demo](https://app.quantimo.do/variables/Overall%20Mood)

![Bar Chart Style](https://2576313089-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FALpB7mDyBf0ce3vSyslF%2Fuploads%2Fgit-blob-b35b86b8121f0a6d00dfb2daa2419b3579aa5197%2Fmood-predictors-bar-chart.png?alt=media)

### Sankey Chart Style

[Sankey Chart Demo](https://app.quantimo.do/variables/Overall%20Mood)

![Sankey Chart Style](https://2576313089-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FALpB7mDyBf0ce3vSyslF%2Fuploads%2Fgit-blob-663e980b146bca826a64c09d4e34bcd683294e47%2Foverall-mood-predictors-flow-sankey-chart.png?alt=media)


---

# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.

## Querying This Documentation
If you need additional information that is not directly available in this page, you can query the documentation by asking a question.

Perform an HTTP GET request on the following URL with the `ask` and `goal` query parameters:

```
GET https://docs.curedao.org/plugins/predictor-search-engine-plugin.md?ask=<question>&goal=<user_goal>
```

`ask` is the immediate question: it should be specific, self-contained, and written in natural language.
`goal` is what the user is ultimately trying to achieve, the reason they need the answer. Sharing it helps GitBook give you a better, more relevant answer. A goal is most helpful when it describes the outcome the user wants rather than restating the question. For example, with `ask=how do I create an API token`, a goal like `automate deployments from our CI pipeline` lets GitBook tailor the answer to that use case.

The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.