#llmsmap.me

Independent technical audit

docs.wingbits.com

docs.wingbits.com

Overall AI readiness score

A combined result across all audit signals.

70of 100Average
AI readiness audit: 11/12/2026Public technical data

About the site

Platform:
GitBook

Overall AI readiness assessment

How ready docs.wingbits.com is for AI systems

70/100

Wingbits was independently audited by llmsmap. docs.wingbits.com currently scores 70/100 for AI readiness. The result combines AI-specific files, crawler policy, sitemap discovery, structured homepage data, and—when available—the mobile Google Lighthouse technical profile.

Audit context

llms.txt is accessible and contains 2,667 tokens. An expanded llms-full.txt is also available with 119,751 tokens, giving agents more direct context. No separate ai.txt policy was detected; it is optional, but can clarify training, retrieval, and attribution preferences.

robots.txt is available. 11 of 11 tracked AI bots are not blocked. Declared sitemaps: 1. No Schema.org type was detected on the homepage. 0 OpenGraph tags were found and markup completeness is 0%, leaving more entity interpretation to crawlers.

The Google Lighthouse measurement is still collecting. Once complete, performance, accessibility, technical quality, SEO, and experimental browser-agent signals will be added with a limited weight.

Confirmed strengths

  • Accessible llms.txt
  • Expanded llms-full.txt
  • 1 sitemap declaration

Priority improvements

  1. 1Add JSON-LD for the organisation, website, and core entities.
  2. 2Complete OpenGraph and canonical homepage metadata.
llms.txt tokens2,667
llms-full.txt tokens119,751
ai.txt
sitemap.xml

Google Lighthouse technical profile

The background queue is collecting mobile Performance, Accessibility, Best Practices, SEO, and experimental browser-agent signals.

Collecting data

AI readiness checks

Machine-readable files, crawler policy, discovery, and homepage markup.

llms.txt

File found and accessible

https://docs.wingbits.com/llms.txt
llms-full.txt

Full version is available

https://docs.wingbits.com/llms-full.txt
ai.txt

ai.txt file was not found

Sitemap in robots.txt1

1 sitemap found

Schema.org (JSON-LD)

Schema.org markup was not found on the homepage

OpenGraph

OpenGraph tags were not found on the homepage

AI bot access

Based on robots.txt analysis

GPTBotAllowed
OAI-SearchBotAllowed
ChatGPT-UserAllowed
Google-ExtendedAllowed
ClaudeBotAllowed
Claude-SearchBotAllowed
Claude-UserAllowed
BytespiderAllowed
CCBotAllowed
PerplexityBotAllowed
Perplexity-UserAllowed

Sitemaps

Declared discovery routes for crawlers and agents.

# Wingbits

## Project

- [What is Wingbits?](https://docs.wingbits.com/introduction/readme.md)
- [Who can use Wingbits Data?](https://docs.wingbits.com/introduction/who-can-use-wingbits-data.md)
- [Terminology](https://docs.wingbits.com/introduction/terminology.md)
- [For the DePin Crew](https://docs.wingbits.com/introduction/for-the-depin-crew.md)
- [Official Wingbits Channels](https://docs.wingbits.com/introduction/official-wingbits-channels.md): The links below are to all official Wingbits channels - if a channel is not listed below it is not operated by or associated with Wingbits. As always, beware of scams!
- [Our Plan](https://docs.wingbits.com/introduction/our-plan.md)
- [How to get involved](https://docs.wingbits.com/introduction/how-to-get-involved.md)
- [ELI5 (Explain Like I'm 5)](https://docs.wingbits.com/rewards/eli5-explain-like-im-5.md)
- [How rewards work](https://docs.wingbits.com/rewards/how-rewards-work.md)
- [How to maximize rewards](https://docs.wingbits.com/rewards/how-to-maximize-rewards.md)
- [Hardware needed](https://docs.wingbits.com/get-started/hardware-needed.md)
- [HYFIX Information](https://docs.wingbits.com/get-started/hardware-needed/hyfix-information.md)
- [BYOD Information](https://docs.wingbits.com/get-started/hardware-needed/byod-information.md)
- [How to claim your station location](https://docs.wingbits.com/get-started/how-to-claim-your-station-location.md): To claim your station location/hexagon, you need to register and deploy your station.
- [Add wallet address to your account](https://docs.wingbits.com/get-started/add-wallet-address-to-your-account.md)
- [Assign a host to a station](https://docs.wingbits.com/get-started/assign-a-host.md): Learn how to assign a host to your Wingbits station to share ownership and rewards.
- [How to setup remote access for a station](https://docs.wingbits.com/get-started/how-to-setup-remote-access-for-a-station.md)
- [Monitor with Grafana cloud](https://docs.wingbits.com/get-started/monitor-with-grafana-cloud.md)
- [TGE Status Summary](https://docs.wingbits.com/tge-mainnet/tge-status-summary.md)
- [Claiming Grace Period](https://docs.wingbits.com/tge-mainnet/claiming-grace-period.md)
- [What is a CEX/DEX?](https://docs.wingbits.com/tge-mainnet/what-is-a-dex.md)
- [Devnet wallet and rewards](https://docs.wingbits.com/tge-mainnet/devnet-wallet-and-rewards.md)
- [Security Guide](https://docs.wingbits.com/tge-mainnet/security-guide.md)
- [FAQ](https://docs.wingbits.com/tge-mainnet/faq.md)
- [Rewards & Wallets](https://docs.wingbits.com/general-help/rewards.md)
- [Wallet Management](https://docs.wingbits.com/general-help/rewards/add-wallet-address-to-your-account.md)
- [Claiming Rewards](https://docs.wingbits.com/general-help/rewards/claiming-rewards.md)
- [Stations](https://docs.wingbits.com/general-help/stations.md)
- [Station status and warnings](https://docs.wingbits.com/general-help/stations/station-status.md)
- [Station troubleshooting](https://docs.wingbits.com/general-help/stations/station-troubleshooting.md)
- [Station alerts](https://docs.wingbits.com/general-help/stations/station-alerts.md)
- [Link a device](https://docs.wingbits.com/general-help/stations/link-a-device.md)
- [Extend a reservation](https://docs.wingbits.com/general-help/stations/extend-a-reservation.md)
- [Change Location](https://docs.wingbits.com/general-help/stations/change-location.md)
- [Delete a station or reservation](https://docs.wingbits.com/general-help/stations/delete-a-station.md)
- [Station Transfers](https://docs.wingbits.com/general-help/stations/station-transfers.md)
- [Station Replacement](https://docs.wingbits.com/general-help/stations/station-replacement.md)
- [Account & Security](https://docs.wingbits.com/general-help/account.md)
- [Create an account](https://docs.wingbits.com/general-help/account/create-an-account.md)
- [Sign in](https://docs.wingbits.com/general-help/account/sign-in.md)
- [Change Password](https://docs.wingbits.com/general-help/account/change-password.md): Change your password, or reset it if you forgot it.
- [Change Email](https://docs.wingbits.com/general-help/account/change-email.md)
- [Two-factor authentication](https://docs.wingbits.com/general-help/account/two-factor-authentication.md)
- [Recovery codes](https://docs.wingbits.com/general-help/account/recovery-codes.md)
- [Delete your account](https://docs.wingbits.com/general-help/account/delete-account.md)
- [Using the map](https://docs.wingbits.com/general-help/using-the-map.md)
- [Wingbits Litepaper](https://docs.wingbits.com/project/wingbits-litepaper.md): Version: 2026-04-22
- [Wingbits FAQ](https://docs.wingbits.com/project/wingbits-faq.md): Answers for the most commonly asked questions.
- [Distributors of approved hardware](https://docs.wingbits.com/project/wingbits-approved-distributors.md)
- [Wingbits Approved Hardware Program](https://docs.wingbits.com/project/wingbits-approved-hardware-program.md)

## HYFIX

- [HYFIX Hardware Setup](https://docs.wingbits.com/hyfix/hyfix-hardware-setup.md): How to set up your HYFIX WB200 or HYFIX MGW310 hardware.
- [Wingbits Onboarding](https://docs.wingbits.com/hyfix/wingbits-onboarding.md): A quick guide on how to onboard your Wingbits approved hardware to the network.
- [HYFIX Firmware Update](https://docs.wingbits.com/hyfix/hyfix-firmware-update.md): Update Hyfix Device Firmware and Client versions
- [Manually Update HYFIX Firmware prior to Version v2.0.36](https://docs.wingbits.com/hyfix/manually-update-hyfix-firmware-prior-to-version-v2.0.36.md)
- [HYFIX troubleshooting](https://docs.wingbits.com/hyfix/hyfix-troubleshooting.md)
- [HYFIX FAQ](https://docs.wingbits.com/hyfix/hyfix-faq.md)
- [Theoretical range of coverage](https://docs.wingbits.com/hyfix/theoretical-range-of-coverage.md): This page describes how to create a panorama for assessing 1090 MHz reception range and how to integrate this data into the tar1090 map, to visualize your theoretical aircraft tracking range.

## Legacy BYOD

- [BYOD Stations](https://docs.wingbits.com/byod/grandfathered-byod-diy-info/readme.md)
- [Hardware needed](https://docs.wingbits.com/byod/grandfathered-byod-diy-info/hardware-needed.md)
- [Hardware suggestions](https://docs.wingbits.com/byod/grandfathered-byod-diy-info/hardware-suggestions.md): Please see links to suggested Wingbits project "build your own device" related hardware below (mostly sourced on Amazon), broken down by region.
- [GeoSigner FAQ](https://docs.wingbits.com/byod/grandfathered-byod-diy-info/geosigner-faq.md)
- [Setup steps guide](https://docs.wingbits.com/byod/grandfathered-byod-diy-info/setup-steps-guide.md)
- [Installing new client](https://docs.wingbits.com/byod/grandfathered-byod-diy-info/installing-the-client.md)
- [Install GeoSigner](https://docs.wingbits.com/byod/grandfathered-byod-diy-info/install-geosigner.md)
- [Debug your station](https://docs.wingbits.com/byod/grandfathered-byod-diy-info/debug-your-station.md)
- [BYOD troubleshooting](https://docs.wingbits.com/byod/grandfathered-byod-diy-info/byod-troubleshooting.md)
- [Install wb-config tool](https://docs.wingbits.com/byod/grandfathered-byod-diy-info/install-wb-config-tool.md)
- [Theoretical range of coverage](https://docs.wingbits.com/byod/grandfathered-byod-diy-info/theoretical-range-of-coverage.md): This page describes how to create a panorama for assessing 1090 MHz reception range and how to integrate this data into the tar1090 map, to visualize your theoretical aircraft tracking range.
- [Beast mode configuration](https://docs.wingbits.com/byod/grandfathered-byod-diy-info/beast-mode-configuration.md)
- [BYOD FAQ](https://docs.wingbits.com/byod/byod-faq.md)

## WingView

- [Introduction](https://docs.wingbits.com/wingview/introduction.md): Build a live aircraft display with WingView.
- [Setup Guide](https://docs.wingbits.com/wingview/setup-guide.md)
- [User Guide](https://docs.wingbits.com/wingview/user-guide.md)
- [Privacy and Security](https://docs.wingbits.com/wingview/privacy-and-security.md): Understand what WingView stores, shares, and contacts on your network.
- [Troubleshooting](https://docs.wingbits.com/wingview/troubleshooting.md)
- [Recovery Guide](https://docs.wingbits.com/wingview/troubleshooting/recovery-guide.md): Restore updates when WingView rejects a valid firmware build.

## Guides

- [Developer Guides](https://docs.wingbits.com/guides/readme.md)
- [Onboarding guide](https://docs.wingbits.com/guides/nats-integration/nats-flight-stream.md)
- [Technical integration guide](https://docs.wingbits.com/guides/nats-integration/nats-technical-integration.md)
- [AI prompt onboarding](https://docs.wingbits.com/guides/nats-integration/nats-ai-prompt.md)

## API Reference

- [Customer API](https://docs.wingbits.com/developers/readme.md): The Customer API provides access to real-time and historical flight data from the Wingbits network. Retrieve flight information, aircraft positions, and telemetry data for your applications.
- [Authentication](https://docs.wingbits.com/developers/authentication.md)
- [Rate limits](https://docs.wingbits.com/developers/rate-limits.md)
- [More](https://docs.wingbits.com/developers/more.md)
- [Account](https://docs.wingbits.com/developers/account.md)
- [Flights](https://docs.wingbits.com/developers/flights.md)
- [GPS](https://docs.wingbits.com/developers/gps.md)
- [System](https://docs.wingbits.com/developers/system.md)
- [Models](https://docs.wingbits.com/developers/models.md)


---

# 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
This site has an agentic ask interface you may use to query the documentation dynamically by asking a question.

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

```
GET https://docs.wingbits.com/index.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.
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Added 11/12/2026

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docs.wingbits.com - AI readiness audit | llmsmap.me