Overall AI readiness score
A combined result across all audit signals.
Excellent
AI readiness audit: 8/3/2026Public technical data
Overall AI readiness assessment
How ready makegreatlight.com is for AI systems
Make Great Light (makegreatlight.com) received an AI-readiness score of 92/100 in an automated technical audit. llms.txt was accessible, llms-full.txt was accessible, and ai.txt was not found. The robots.txt analysis found 0 explicitly allowed and 0 blocked AI crawlers, with 1 declared sitemap. Homepage markup completeness was 100%; Schema.org types included Organization, WebSite, WebPage, ItemList and 7 OpenGraph tags were detected. Results reflect the public site response observed on 2026-08-03T00:20:37.474Z.
Audit context
llms.txt is accessible and contains 1,728 tokens. An expanded llms-full.txt is also available with 2,944 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. The homepage exposes Schema.org types Organization, WebSite, WebPage, ItemList; 7 OpenGraph tags were found and markup completeness is 100%.
The mobile Lighthouse profile adds Performance 61/100, Accessibility 96/100, Best Practices 96/100, SEO 100/100, and experimental Agentic Browsing 67/100. These signals have a limited weight: they complement rather than replace llms.txt, robots.txt, and structured-data checks.
Confirmed strengths
- Accessible llms.txt
- Expanded llms-full.txt
- 1 sitemap declaration
- Schema.org: Organization, WebSite
- Complete social metadata
Priority improvements
- 1Reduce mobile rendering delay and main-thread work.
llms.txt tokens1,728
llms-full.txt tokens2,944
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.
61
Performance
96
Accessibility
96
Best Practices
100
Technical SEO
67
Agentic Browsing
What these results mean
Mobile performance is 61/100, with the largest visible content block appearing in 8.4 s and the browser main thread blocked for 360 ms. Layout shift was 0.022. 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 96/100, Best Practices 96/100, and technical SEO 100/100. The experimental Agentic Browsing category scored 67/100. 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
Optimise images and their loading order
Serve correctly sized modern formats, prioritise the primary visual, and lazy-load content below the first viewport.
4
Reduce network delay
Improve server response time, remove unnecessary redirects and repeat downloads, and use compression, caching, and selective preconnect hints.
FCP2.8 s
First content
LCP8.4 s
Main content
CLS0.022
Layout stability
TBT360 ms
Blocking time
SI4.2 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.
8/3/2026Lighthouse 13.4.1Mobile profile
AI readiness checks
Machine-readable files, crawler policy, discovery, and homepage markup.
ai.txt
ai.txt file was not found
Sitemap in robots.txt1
1 sitemap found
Schema.org (JSON-LD)
Types: Organization, WebSite, WebPage, ItemList
OpenGraph100%
7 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.
OpenGraph tags
Social preview metadata found on the homepage.
og:titlePremium Light Filters for Workplaces | Make Great Lightog:descriptionReduce glare, UV radiation, and harsh fluorescent lighting with Make Great Lightog:image/og-default.jpgog:urlhttps://www.makegreatlight.com/og:typewebsiteog:site_nameMake Great Lightog:localeen_USSchema.org markup
Structured entities and properties exposed on the homepage.
OrganizationWebSiteWebPageItemList
nameMake Great Lighturlhttps://www.makegreatlight.com/descriptionMake Great Light manufactures NaturaLux light filters designed by a certified ophthalmologist to eliminate glare, block harmful UV radiation, and transform harsh fluorescent and LED lighting into natural, comfortable light. Trusted by schools, healthcare facilities, offices, and government agencies across the globe for over 10 years.logohttps://www.makegreatlight.com/images/mgl-weblogo-color.svgimage{"@id":"https://www.makegreatlight.com/#logo"}sameAshttps://www.facebook.com/make.greatlight, https://x.com/makegreatlight, https://www.youtube.com/channel/UCQgneXf_Cx2vg2QdZ4Ul9ig, https://www.linkedin.com/company/make-great-light/, https://www.instagcontactPoint{"@type":"ContactPoint","contactType":"customer service","email":"info@makegreatlight.com","telephone":"612-399-6484","afoundingDate2014-12-12emailinfo@makegreatlight.comtelephone612-399-6484address{"@type":"PostalAddress","streetAddress":"3673 Lexington Ave N, H-2 #335","addressLocality":"Arden Hills","addressRegionlegalNameMake Great Light LLCinLanguageen-USpublisher{"@id":"https://www.makegreatlight.com/#organization"}# Make Great Light > NaturaLux™ light filters correct harsh fluorescent and LED light — reducing glare by 90%, blocking UV, and restoring full-spectrum balance for offices, classrooms, and healthcare facilities. Make Great Light manufactures NaturaLux™ light filter panels and tube sleeves. Products install in seconds without tools. Used by teachers, facility managers, HR teams, and clinical staff. Invented by Kevin Kirschner, protected by three US patents (#4,989,953; #5,218,474; #6,019,476). Class A fire rated. ## Products - [Light Filters & Covers](https://www.makegreatlight.com/products/): Complete product line — fluorescent panel covers, LED panel covers, and tube sleeves starting at $37.99 - [Fluorescent Light Covers](https://www.makegreatlight.com/products/fluorescent-light-covers/): NaturaLux™ panels for fluorescent troffer fixtures — 90% glare reduction, 100% UVB block, up to 98% UVA block, improves CRI from 88 to 95.3 - [LED Light Covers](https://www.makegreatlight.com/products/led-light-covers/): NaturaLux™ panels for LED troffers and flat panels — Class A fire rated, 10+ year rated lifespan - [Fluorescent Tube Covers](https://www.makegreatlight.com/products/fluorescent-light-tube-covers/): NaturaLux™ sleeves for T5, T8, and T12 fluorescent tube fixtures - [Request a Quote](https://www.makegreatlight.com/products/lighting-quote/): Bulk orders, tax-exempt purchasing, and international shipping ## Solutions by Environment - [All Solutions](https://www.makegreatlight.com/solutions/): Overview of environments where NaturaLux™ filters are used - [Classroom Lighting](https://www.makegreatlight.com/solutions/classroom-lighting/): Improve student focus and reduce teacher fatigue with filtered overhead lighting - [Office Lighting](https://www.makegreatlight.com/solutions/office-lighting/): Reduce headaches and eye strain for knowledge workers in open-plan offices - [Healthcare Lighting](https://www.makegreatlight.com/solutions/healthcare-lighting/): UV blocking and glare reduction for clinical staff and laboratory environments - [Retail Lighting Solutions](https://www.makegreatlight.com/solutions/retail-lighting/): NaturaLux™ filters for retail stores — 90% glare reduction, 100% UVB block, CRI improved from 88 to 95.3 for true product color rendering - [Government Lighting Solutions](https://www.makegreatlight.com/solutions/government-lighting/): WOSB and VOSB certified small business (UEI: JAVYN71TEEV3, CAGE: 7UZE0). NaturaLux™ light filters for federal, state, military, and VA facilities. Section 501 accommodation vendor, JAN approved. Made in USA. - [Industrial Lighting Solutions](https://www.makegreatlight.com/solutions/industrial-lighting/): NaturaLux™ light filters for warehouses, manufacturing plants, and distribution centers — 90% glare reduction, CRI 95.3 for QC accuracy, Class A fire rated, installs without production shutdown. From $37.99/panel. ## Health Conditions - [All Conditions](https://www.makegreatlight.com/conditions/): Overview of light-related health conditions addressed by NaturaLux™ - [Fluorescent Light Headaches](https://www.makegreatlight.com/conditions/fluorescent-light-headaches/): Causes and solutions for headaches triggered by fluorescent lighting - [LED Light Headaches](https://www.makegreatlight.com/conditions/led-light-headaches/): Why LED lighting causes headaches and how filters address it - [Light Sensitivity](https://www.makegreatlight.com/conditions/light-sensitivity/): Photophobia and hypersensitivity to artificial light - [Lupus](https://www.makegreatlight.com/conditions/lupus/): UV exposure and lupus photosensitivity in workplace settings - [Irlen Syndrome](https://www.makegreatlight.com/conditions/irlen-syndrome/): Scotopic sensitivity and fluorescent light triggers - [Autism & Sensory Processing](https://www.makegreatlight.com/conditions/autism-sensory/): Sensory sensitivity and lighting in schools and workplaces - [Seasonal Affective Disorder](https://www.makegreatlight.com/conditions/seasonal-affective-disorder/): SAD and the role of full-spectrum light correction - [Computer Vision Syndrome](https://www.makegreatlight.com/conditions/computer-vision-syndrome/): Digital eye strain and CVS in office environments — overhead fluorescent and LED glare as an underreported trigger, 69% prevalence in screen workers (PMC11901492, 2025). NaturaLux™ filters by Make Great Light reduce overhead glare 90% and improve color rendering from CRI 88 to 95.3 for screen-heavy workplaces. ## Resources & Research - [All Resources](https://www.makegreatlight.com/resources/): Whitepapers, research summaries, and educational content - [Full Spectrum Light](https://www.makegreatlight.com/resources/full-spectrum-light/): Science behind full-spectrum lighting and human health - [Lighting Health Research](https://www.makegreatlight.com/resources/lighting-health-research/): Peer-reviewed studies on lighting and wellbeing - [Lighting Health Videos](https://www.makegreatlight.com/resources/lighting-health-videos/): Video resources on lighting and health effects - [Natural Light Classroom Research](https://www.makegreatlight.com/resources/natural-light-classroom-research/): Studies on natural light and academic performance ## Blog - [Blog](https://www.makegreatlight.com/blog/): Educational articles on lighting health, workplace wellness, and product guidance (59 articles) ## Company & Support - [About](https://www.makegreatlight.com/about/): About Make Great Light — science-backed lighting solutions, inventor Kevin Kirschner - [Contact](https://www.makegreatlight.com/contact/): Customer support and sales inquiries - [FAQ](https://www.makegreatlight.com/faq/): Frequently asked questions about NaturaLux™ products - [Reviews](https://www.makegreatlight.com/reviews/): Customer reviews and testimonials - [Installation Guide](https://www.makegreatlight.com/installation/): How to install NaturaLux™ light filters - [See the Differences](https://www.makegreatlight.com/see-the-differences/): Before and after visual comparison of filtered vs unfiltered light ## Legacy Reference Pages - [Fluorescent Light Diffusers](https://www.makegreatlight.com/lc/fluorescent-light-diffuser/): How NaturaLux™ compares to decorative diffusers — correction vs decoration - [Sensory Light Covers](https://www.makegreatlight.com/lc/sensory-fluorescent-light-covers/): Light covers for sensory sensitivities in schools and workplaces - [Epilepsy and Light Sensitivity](https://www.makegreatlight.com/lc/epilepsy-and-light-sensitivity/): Photosensitive epilepsy and fluorescent lighting risks - [2×4 Fluorescent Light Covers](https://www.makegreatlight.com/lc/2x4-fluorescent-light-cover/): Sizing guide for standard 2×4 troffer fixtures - [UV Fluorescent Tube Filter Sleeves](https://www.makegreatlight.com/lc/uv-fluorescent-light-filter-sleeves/): UV-blocking sleeves for fluorescent tube fixtures
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Added 8/3/2026