Independent technical audit

scoutclimate.com

Overall AI readiness score

A combined result across all audit signals.

Excellent

AI readiness audit: 7/21/2026Public technical data

Overall AI readiness assessment

How ready scoutclimate.com is for AI systems

80/100

Scout Funding was independently audited by llmsmap. scoutclimate.com currently scores 80/100 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 108 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: 1. The homepage exposes Schema.org types WebPage; 8 OpenGraph tags were found and markup completeness is 70%.

The mobile Lighthouse profile adds Performance 57/100, Accessibility 91/100, Best Practices 92/100, SEO 100/100, and experimental Agentic Browsing 97/100. These signals have a limited weight: they complement rather than replace llms.txt, robots.txt, and structured-data checks.

Confirmed strengths

Accessible llms.txt
1 sitemap declaration
Schema.org: WebPage
Strong Google agentic signals

Priority improvements

1Add llms-full.txt for richer first-party context.
2Reduce mobile rendering delay and main-thread work.

llms.txt tokens108

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

Performance

Accessibility

Best Practices

100

Technical SEO

Agentic Browsing

What these results mean

Mobile performance is 57/100, with the largest visible content block appearing in 8.3 s and the browser main thread blocked for 100 ms. Layout shift was 0.089. 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 91/100, Best Practices 92/100, and technical SEO 100/100. The experimental Agentic Browsing category scored 97/100. It measures signals Google currently tests for software agents and is shown separately from the llmsmap AI-readiness score.

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.

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.

Reduce network delay

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

Improve interface contrast and readability

Increase contrast for text, states, and interactive controls so both people and visual agents can distinguish content from actions and supporting labels.

FCP6.6 s

First content

LCP8.3 s

Main content

CLS0.089

Layout stability

TBT100 ms

Blocking time

SI6.6 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://scoutgrants.ai/llms.txt

llms-full.txt

Full version was not found

ai.txt

ai.txt file was not found

robots.txt

File found

https://scoutclimate.com/robots.txt

Sitemap in robots.txt1

1 sitemap found

Schema.org (JSON-LD)

Types: WebPage

OpenGraph70%

8 OG tags found

AI bot access

Based on robots.txt analysis

GPTBotNot mentioned

OAI-SearchBotNot mentioned

ChatGPT-UserNot mentioned

Google-ExtendedNot mentioned

ClaudeBotNot mentioned

Claude-SearchBotNot mentioned

Claude-UserNot mentioned

BytespiderNot mentioned

CCBotNot mentioned

PerplexityBotNot mentioned

Perplexity-UserNot mentioned

Sitemaps

Declared discovery routes for crawlers and agents.

https://scoutgrants.ai/sitemap_index.xml

OpenGraph tags

Social preview metadata found on the homepage.

Markup completeness: 70%

og:site_nameScout Grants

og:sitehttps://scoutgrants.ai

og:descriptionScout is the AI grant platform that gets government funding done right.

og:typewebsite

og:imagehttps://scoutgrants.ai/scout-grant-writing.png

og:image:width1200

og:image:height630

og:image:altScout Default

Schema.org markup

Structured entities and properties exposed on the homepage.

Types found: 1 · Properties: 4

WebPage

nameScout - AI-Powered Grant Writing Platform

urlhttps://scoutgrants.ai

descriptionSecure funding faster with Scout's AI-powered grant writing platform. Skip the $20k consultant and focus on your mission.

publisherhttps://scoutgrants.ai

# Scout Funding
Find Grants. Win Funding. Grant matching and writing in a fraction of the time. Supported by experts and AI-powered tools.

## Website
- [About Us](https://scoutgrants.ai/about-us)
- [Pricing](https://scoutgrants.ai/our-team)
- [Scout Academy](https://scoutgrants.ai/scout-academy/)
- [Privacy and Security](https://scoutgrants.ai/privacy-security/)
- [Terms of Service](https://scoutgrants.ai/terms/)

## Grants

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Added 7/19/2026