AI Visibility Scorecard
Instant Coffee, Recipes and More
nescafe.com · Food & Beverage
Somewhat visible. AI bots can read Instant Coffee, Recipes and More, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 8 times
ChatGPT · Claude · Apple Intelligence · Meta AI
#17,343 of 1,394,114 in Food & Beverage for AI visibility
6
AEO Visibility
iVisible · 6.3/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Instant Coffee, Recipes and More
from our crawl and measurement
Instant Coffee, Recipes and More is one of the businesses we track in the Food & Beverage space. Its AI visibility score is 6.3 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Corporation), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 4 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
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
Fair
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
Good
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
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 6.3/10, Instant Coffee, Recipes and More has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What are you looking for today?
NESCAFÉ® Espresso ConcentrateSimply pour over ice and mix to hack your own café favorites Explore Concentrate NESCAFÉ® Gold EspressoNo machine. No compromise. Our instant espresso blend creates a café-style crema. Explore Gold NESCAFÉ® Ice RoastTreat yourself to a smooth and refreshing afternoon pick-me-up that effortlessly dissolves in cold water or milk.
Is this your brand?
The exact fixes for Instant Coffee, Recipes and More
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/nescafe
Cite this score: Engagemii (2026). "AEO Score for Instant Coffee, Recipes and More." Retrieved from https://engagemii.com/aeo/brands/nescafe
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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