▼ 2.4 since Jul 2026
#477,426 OF 518,462 IN PROFESSIONAL SERVICES
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AI Visibility Scorecard
First Light Strategy
firstlightstrategy.com · Professional Services
At 2.6/10, First Light Strategy is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 1 times
Claude
#477,426 of 518,462 in Professional Services for AI visibility
3
AEO Visibility
iNear-invisible · 2.6/10
15
Muse Index Score
iAI agent readiness
Basic · 15/100
0
AI Adoption
iNone detected · 0/100
About First Light Strategy
from our crawl and measurement
"First Light strategy is a business that focuses on helping small and medium businesses navigate growth. As a small to medium size business owner you're in charge of everything." That is how First Light Strategy introduces itself. As far as answer engines are concerned it may as well not exist yet: 2.4 out of 10.
On the page it is passable on a partly stated business identity, a few credibility markers and basic crawler access. What holds it back is structured data describing the business, a heading structure that lays out what it offers and sitemaps and entity links AI can follow.
Off the page, almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
There is not much on the page to read either, about 93 words. The site links to no social profiles, so there is nothing tying the brand to a wider presence.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
2
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 2.6/10, First Light Strategy is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for First Light Strategy
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for First Light Strategy.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/firstlightstrategy
Cite this score: Engagemii (2026). "AEO Score for First Light Strategy." Retrieved from https://engagemii.com/aeo/brands/firstlightstrategy
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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