#llmsmap.me

Independent technical audit

weatherbug.com

weatherbug.com

Overall AI readiness score

A combined result across all audit signals.

63of 100Average
AI readiness audit: 7/21/2026Public technical data

Overall AI readiness assessment

How ready weatherbug.com is for AI systems

63/100

weatherbug.com was independently audited by llmsmap. weatherbug.com currently scores 63/100 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 1,600 tokens. No accessible llms-full.txt was detected, so deeper context still has to be assembled from regular pages. 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: 11. 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 mobile Lighthouse profile adds Performance 52/100, Accessibility 97/100, Best Practices 73/100, SEO 100/100, and experimental Agentic Browsing 63/100. These signals have a limited weight: they complement rather than replace llms.txt, robots.txt, and structured-data checks.

Confirmed strengths

  • Accessible llms.txt
  • 11 sitemap declarations

Priority improvements

  1. 1Add llms-full.txt for richer first-party context.
  2. 2Add JSON-LD for the organisation, website, and core entities.
  3. 3Complete OpenGraph and canonical homepage metadata.
  4. 4Reduce mobile rendering delay and main-thread work.
llms.txt tokens1,600
llms-full.txt tokens
ai.txt
sitemap.xml

Google Lighthouse technical profile

A mobile Lighthouse measurement. Google’s experimental Agentic Browsing category is explained separately and does not replace the broader llmsmap AI-readiness score.

Mobile · Lighthouse
52

Performance

97

Accessibility

73

Best Practices

100

Technical SEO

63

Agentic Browsing

What these results mean

Mobile performance is 52/100, with the largest visible content block appearing in 9.1 s and the browser main thread blocked for 400 ms. Layout shift was 0.097. The main thread is where the browser runs JavaScript, calculates layout, and paints the page; long work there delays both user input and browser-agent actions.

Accessibility scored 97/100, Best Practices 73/100, and technical SEO 100/100. The experimental Agentic Browsing category scored 63/100. It measures signals Google currently tests for software agents and is shown separately from the llmsmap AI-readiness score.

1

Free the main thread and accelerate the first view

Split long JavaScript tasks, defer non-critical scripts and styles, and shorten blocking request chains. This helps the primary content appear sooner and makes controls usable earlier.

2

Reduce code that loads without helping the page

Remove unused CSS and JavaScript, load heavy widgets on demand, and limit third-party scripts. Less code means less parsing and background work on the device.

3

Reduce network delay

Improve server response time, remove unnecessary redirects and repeat downloads, and use compression, caching, and selective preconnect hints.

4

Make controls unambiguous

Give buttons and links accessible names, associate labels with fields, and use ordered headings and semantic regions. The same structure helps screen readers and software agents understand actions.

FCP3.1 s

First content

LCP9.1 s

Main content

CLS0.097

Layout stability

TBT400 ms

Blocking time

SI6.3 s

Visual speed

Metric glossary
FCP · First content
When the first text or image appeared on screen.
LCP · Main content
When the largest visible element in the first viewport rendered.
CLS · Layout stability
How much content shifted unexpectedly while loading; lower is better.
TBT · Blocking time
How long the browser main thread could not respond quickly to input.
SI · Visual speed
How quickly the visible viewport filled with content.
7/21/2026Lighthouse 13.4.0Mobile profile

AI readiness checks

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

llms.txt

File found and accessible

https://www.weatherbug.com/llms.txt
llms-full.txt

Full version was not found

ai.txt

ai.txt file was not found

Sitemap in robots.txt11

11 sitemaps 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

GPTBotNot mentioned
OAI-SearchBotAllowed
ChatGPT-UserAllowed
Google-ExtendedNot mentioned
ClaudeBotNot mentioned
Claude-SearchBotAllowed
Claude-UserAllowed
BytespiderNot mentioned
CCBotNot mentioned
PerplexityBotAllowed
Perplexity-UserNot mentioned

Sitemaps

Declared discovery routes for crawlers and agents.

# weatherbug.com

> WeatherBug provides hyperlocal weather data, real-time alerts, forecasts, and interactive maps to help users plan their day and stay safe during severe weather.
> AI-readable markdown representation of the 10 day forecast pages are available at /markdown/weather-forecast/10-day-weather/[location-code] for crawlers that prefer structured plaintext over rendered HTML.

WeatherBug offers comprehensive weather information including current conditions, forecast conditions, radar imagery, and weather alerts.

All location-specific forecasts use the pattern `/weather-forecast/[view]/[location-code]`

## Forecasts

- [Now](/weather-forecast/now/[location-code]):  provides a comprehensive overview of current weather conditions and forecasts for specific locations.
- [Hourly Forecast](/weather-forecast/hourly/[location-code]):  Hour-by-hour weather predictions for the next 144 hours by location.
- [10-Day Forecast](/weather-forecast/10-day-weather/[location-code]):  An extended weather outlook providing a summary of expected conditions and high/low temperatures for the next ten days.
- [10-Day Forecast (markdown)](/markdown/weather-forecast/10-day-weather/[location-code]):  An extended weather outlook providing a summary of expected conditions and high/low temperatures for the next ten days.

## Maps
- [Interactive Map](/maps): A wide array of interactive maps and visualizations for tracking weather and environmental variables.

## Alerts
- [All Alerts](/alerts/[location-code]):  Dedicated to monitoring and understanding all weather and environmental hazards for a given location.
- [Weather](/alerts/weather/[location-code]):  All active National Weather Service Warnings, Watches, and Advisories for a given location.
- [Spark](/alerts/lightning/[location-code]):  Provides the precise distance between a location and the closest lightning detected. 
- [Hurricane](/alerts/hurricane/[location-code]): All information and alerts related to tropical cyclones
- [Fire](/alerts/fire/[location-code]): Real-time wildfire tracking and future fire risk forecasts
- [Pollen](/alerts/pollen/[location-code]): All active alerts related to the forecast of high pollen conditions
- [Air Quality](/alerts/air-quality/[location-code]): All active alerts related to current air quality conditions 
- [Severe Storm Risk](/alerts/severe-storm-risk/[location-code]): All active alerts communicating the overall threat level for severe thunderstorms today

## Life

- [Allergies & Pollen](/life/pollen/[location-code]):  Forecasts that show the upcoming airborne allergen conditions in your local environment
- [Cold & Flu](/life/cold-flu/[location-code]):  Provides a local cold and flu outlook.
- [Outdoor Sports](/life/outdoor-sports/[location-code]): Detailed weather forecasts for participating in Outdoor sports, including optimal conditions and warnings for dangerous weather.

## News & Videos

- [News](/news): Editorial and informational portal focused entirely on weather-related events, forecasts, and seasonal topics.
- [Videos](/weather-videos):  A library of video content, including narrated forecasts, explanations of complex weather phenomena, and dramatic footage of weather events.

## Cameras

- [Weather Cams](/weather-camera/[location-code]):  Webcams providing a live look at the sky and local conditions in the user's immediate vicinity or surrounding towns.
- [Beach Weather Cams](/weather-camera/categories/beach-cams):  Live video feeds of coastal areas, allowing users to check water conditions, crowds, and weather at beaches.
- [City-Skylines Weather Cams](/weather-camera/categories/city-skylines):  Webcams positioned to capture wide views of urban skylines, often used to monitor weather over a metropolitan area.
- [Mountain Weather Cams](/weather-camera/categories/mountain-cams):  Live feeds from high-altitude locations and ski resorts, showing snow depth, visibility, and current mountain weather conditions.
- [Stadiums Weather Cams](/weather-camera/categories/stadium-cams):  Live views of major sports stadiums, useful for checking game-day weather or field conditions.
- [Cool-Spots Weather Cams](/weather-camera/categories/cool-spots):  Cool Spot Cams:  A curated collection of unique, scenic, or particularly interesting live camera feeds.
- [Traffic Cams](/traffic-cam/[location-code]):  Real-time views of road conditions, congestion, and visibility for drivers.

## Air Quality

- [Air Quality](/air-quality):  Hyper-local information on air pollution levels and their potential health impact.

## Hurricane

- [Hurricane](/hurricane/active):  A central hub for tracking, monitoring, and providing forecast information for active tropical cyclones
- [Outlook](/hurricane/outlook):  Tropical cyclone formation potential over the next seven days.

## Detailed Documentation

- [Maps](https://www.weatherbug.com/llm-docs/maps.md):  Weather visualization tooling providing real-time and forecast data overlays.

## Optional

- [Sign In](): Log in to your Weatherbug.com account
- [Press](/press): An archive of official public statements, announcements, and news disseminated by the company regarding new products, partnerships, or corporate milestones.
- [Education](/education): Content aimed at informing the public, students, or educators about meteorological science, climate, and how the company's technologies work.
- [Feedback]():Contact WeatherBug Customer Service
- [Settings]():  Control the units for temperature, wind, and pressure.
- [Terms of Use](/legal/terms): Legal terms and conditions for using the service
- [Privacy](/privacy): Summary of data collection, use, and sharing practices
- [Partners](/partners): Partnerships designed to leverage data and insights to improve performance for users.
- [FAQ](/faq): Addresses a variety of common inquiries about the app's features, data, and user experience.

## Notes for crawlers related to the 10 Day Weather Forecast content:

- Markdown alternates are advertised on each HTML page via `<link rel="alternate" type="text/markdown" href="/markdown/weather-forecast/10-day-weather/[location-code]" >`
- Markdown responses include a canonical Link header pointing to the HTML page; please attribute citations to the canonical URL.
- Markdown responses are noindex for traditional search engines.
- Refresh cadence: forecast markdown is cached for 3 minutes at the edge.
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Added 7/19/2026
weatherbug.com - AI readiness audit | llmsmap.me