AI Visibility Scorecard
frontseer.com · Technology
At 1.86/10, Frontseer — Real is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, Entity Clarity and Backlinks. That is fixable, and the signals below show where to start.
AI engines read this profile 5 times
Claude · Apple Intelligence
Top 50% in Technology for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
Technology average 28
Top 49% of Technology
See what's behind this score →1.86
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Technology average 17
See what's behind this score →8
from our crawl and measurement
"Live forecast monitors powered by prediction markets. Create monitors from natural-language queries, track real-time probabilities, and alert your team when the outlook shifts." That is how Frontseer — Real introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 1.86 out of 10.
The site gets some of it right: it has a readable heading structure, substantial page content. What holds it back is what is absent, including structured data describing the business, an llms.txt file, a sitemap.
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Weak
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 1.86/10, Frontseer — Real is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
What will you monitor?
If prediction markets can signal it, Frontseer can monitor it.Geopolitical riskTrack conflict, sanctions, and territorial disputesAI & tech regulationMonitor executive orders, AI acts, and compliance shiftsElections & policyFollow election outcomes, policy changes, and legislative riskEnergy & commoditiesWatch oil prices, supply disruptions, and OPEC decisionsMacro & ratesTrack Fed rate paths, recession signals, and.
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.
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Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/frontseer
Cite this score: Engagemii (2026). "AEO Score for Frontseer — Real." Retrieved from https://engagemii.com/aeo/brands/frontseer
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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