AI Visibility Scorecard
Lighthouse Reports
lighthousereports.com · Media & Entertainment
Well-positioned for AI search. The breakdown below shows where Lighthouse Reports is still leaving points on the table.
AI engines read this profile 25 times
Meta AI · ChatGPT · Claude · Apple Intelligence
#3,864 of 1,966,627 in Media & Entertainment for AI visibility
7
AEO Visibility
iVisible · 7.1/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Lighthouse Reports
from our crawl and measurement
Lighthouse Reports is a business whose own site puts it this way: "We work with leading media to deliver deeply reported, public interest journalism on migration, conflict and corruption." Measured against the twelve signals AI engines rely on, it scores 7.1 out of 10, a strong showing.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 7 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Good
Press and news coverage.
Community
Strong
Forum and community discussion.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 7.1/10, Lighthouse Reports has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
How can the media win back our trust?
Trust in traditional media is in crisis. This is what media leaders are doing about it. Podcast: Backlight 09.04.2026
How to report on Sudan?
Using OSINT and on-the-ground reporting to uncover atrocities in Sudan Podcast: Backlight 09.01.2026
Is this your brand?
The exact fixes for Lighthouse Reports
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Lighthouse Reports.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lighthousereports
Cite this score: Engagemii (2026). "AEO Score for Lighthouse Reports." Retrieved from https://engagemii.com/aeo/brands/lighthousereports
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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