AI Visibility Scorecard
Second Front
secondfront.com · Technology
Somewhat visible. AI bots can read Second Front, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 12 times
Meta AI · Claude · Apple Intelligence
#16,315 of 2,705,025 in Technology for AI visibility
7
AEO Visibility
iVisible · 6.8/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About Second Front
from our crawl and measurement
Second Front describes itself simply: "Stuck in authorization limbo? Get DoD authorization (ATO) or FedRAMP authorization in weeks, not years. 2F's DevSecOps platform deploys software securely." Its AI visibility score is 6.8 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clear heading structure, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data, a partly stated business identity and a few credibility markers.
Off the page, other sites link to it and AI engines recognise it as a distinct business. There is some, but not much, sign that the domain is only lightly established and press coverage is thin. Beyond that, nobody is discussing it where AI engines look and it does not come up on Reddit.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together.
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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
Strong
Recognized in AI knowledge graphs.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
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 6.8/10, Second Front has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Second Front
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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.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/secondfront
Cite this score: Engagemii (2026). "AEO Score for Second Front." Retrieved from https://engagemii.com/aeo/brands/secondfront
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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