AI Visibility Scorecard
Forthright Trading, 2025
forthrighttrading.com · Automotive
At 3.6/10, Forthright Trading, 2025 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 E-E-A-T Signals. That is fixable, and the signals below show where to start.
AI engines read this profile 4 times
Claude · Meta AI
7
AI Naming Predictability
iRarely named · 7/100
Automotive average 5
Top 24% of Automotive
See what's behind this score →3.6
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Automotive average 5. Claim your page and Engagemii is your first.
See what's behind this score →10
Muse Index Score
iAI agent readiness
Transactable · 10/100
Automotive average 16
See what's behind this score →0
About Forthright Trading, 2025
from our crawl and measurement
Forthright Trading, 2025 is a business whose own site puts it this way: "Request a Shipping Quote Send us links from Yahoo Auctions, Buyee or any other Japanese manufacturer’s for a quote." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have read this profile 4 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
- Company ·
- Forthright Trading, 2025
- Website ·
- forthrighttrading.com
- Industry ·
- Automotive
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Nov 1, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
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.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 3.6/10, Forthright Trading, 2025 is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Forthright Trading, 2025
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Forthright Trading, 2025.
Source & Attribution
Scored by Engagemii on November 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/forthrighttrading
Cite this score: Engagemii (2026). "AEO Score for Forthright Trading, 2025." Retrieved from https://engagemii.com/aeo/brands/forthrighttrading
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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