AI Visibility Scorecard
kcalm
kcalm.app · Technology
Borderline visible. AI bots can crawl kcalm, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,299,541 of 2,705,505 in Technology for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
65
Muse Index Score
iAI agent readiness
Transactable · 65/100
0
AI Adoption
iNone detected · 0/100
About kcalm
from our crawl and measurement
kcalm, based in Sydney, NSW, describes itself simply: "kcalm is an AI calorie-tracking app for iOS, Telegram, and WhatsApp. Snap a photo of your meal and get instant calories and macros." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (WebSite, Organization, MobileApplication), an llms.txt file for AI models and a sitemap.
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
Strong
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
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
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.
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 4/10, kcalm is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What does kcalm include?
Every meal, gradedEvery log gets a quality read and a confidence score, broken down to the ingredient. When it is sure you take the number and move on; when it is not, you know which line to fix.Your whole day, one screenCalories, macros, water, weight and a health score sit together in one panel beside the chat, pinned in the order you choose.
Why choose kcalm?
Three things the others would have to rebuild, not just ship.Log wherever you already arekcalm runs on iPhone, Telegram and WhatsApp from one account. So you can message a meal on the walk home and photograph the next one at the table, and both land in the same day.Know which numbers to trustkcalm scores its own confidence on every log and grades the meal down to the ingredient.
Is this your brand?
The exact fixes for kcalm
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for kcalm.
Source & Attribution
Scored by Engagemii on October 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/kcalm-app
Cite this score: Engagemii (2026). "AEO Score for kcalm." Retrieved from https://engagemii.com/aeo/brands/kcalm-app
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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