AI Visibility Scorecard
tca2f.org · Finance & Insurance
Borderline visible. AI bots can crawl TRUE COST, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 1 times
Claude
#362,474 of 792,589 in Finance & Insurance for AI visibility
5
AEO Visibility
iBorderline · 4.6/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"True Cost, From Costs to Benefits in Food and Farming Impact accounting methodology for the food and agriculture sector Download TCA Agrifood Handbook." That is how TRUE COST introduces itself. When AI engines look at it, they find little to work with. It scores 4.6 out of 10.
The site gets some of it right: it has structured data on the page (WebPage, ImageObject, BreadcrumbList), a sitemap, a readable heading structure. What holds it back is what is absent, including an llms.txt file.
Strong · Good · Fair · Weak
Structured Data
Fair
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
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
Weak
Not in AI knowledge graphs yet.
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.6/10, TRUE COST is crawlable but under-signaled - fixable, and the signals above are where to start.
What is True Cost Accounting?
True Cost Accounting (TCA) is a new way of identifying the real costs of a specific product or service. TCA calculates not only the direct costs like raw materials and labour, but also the effects on the natural and social environment in which a company operates.
How does TCA work?
TCA not only looks at a company’s usual financial figures, but also calculates its impact on the entire environment in which it operates. These effects are calculated in monetary terms so the amounts can be incorporated in the True Cost books of a company.
What is the added value of the handbook?
The TCA handbook closes the gap between financial and sustainability information allowing for reporting which captures all of a businesses‘ impacts. The handbook provides a detailed description of indicators, monetisation factors, data collection and reporting of social, environmental and health impacts. The handbook is tested and evaluated in real businesses.
Who can use the TCA handbook?
Farmers and food businesses Farmers and food businesses can assess and evaluate their impacts and risks, and use the handbook for sustainability accounting and reporting. TCA provides transparency and clarity for customers, creditors and other stakeholders. Financial institutions Banks and other financial institutions can use TCA to compare the sustainability performance of businesses.
Is this your brand?
The exact fixes for TRUE COST
Which AI engines already crawl you
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The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/tca2f-org
Cite this score: Engagemii (2026). "AEO Score for TRUE COST." Retrieved from https://engagemii.com/aeo/brands/tca2f-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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