Open Food Facts21%Seen in 26% of answers · cited 17%
Fooducate14%Seen in 21% of answers · cited 0%
MyFitnessPal13%Seen in 14% of answers · cited 8%
Goby AI (you)10%Seen in 7% of answers · cited 25%
Prompts you're losing
“What are the best AI food and cosmetic scanner apps for analyzing product ingredients?”0.0
“Which barcode scanner apps can identify food additives, allergens, and cosmetic ingredients?”0.0
“What is the best food scanner for tracking calories, protein, carbohydrates, and fat from packaged products?”0.0
“Which ingredient scanner is best for people with food allergies or dietary restrictions?”0.0
“How can I use an AI barcode scanner to evaluate cosmetics for potentially harmful ingredients?”0.0
Every question, every engine
15 questions · 42 answers · you appear in 3 · Yuka in 18
“What are the best AI food and cosmetic scanner apps for analyzing product ingredients?”ChatGPT: absentPerplexity: absentGoogle AI Overviews: absent
“Which barcode scanner apps can identify food additives, allergens, and cosmetic ingredients?”ChatGPT: absentPerplexity: absentGoogle AI Overviews: absent
“Yuka vs Fooducate: which app is better for scanning food and cosmetics?”ChatGPT: absentPerplexity: cited youGoogle AI Overviews: absent
“What are the top AI food and cosmetic scanners in 2026?”ChatGPT: absentPerplexity: absentGoogle AI Overviews: cited you
“What is the best food scanner for tracking calories, protein, carbohydrates, and fat from packaged products?”ChatGPT: absentPerplexity: absentGoogle AI Overviews: absent
“Which ingredient scanner is best for people with food allergies or dietary restrictions?”ChatGPT: absentPerplexity: absentGoogle AI Overviews: absent
“How can I use an AI barcode scanner to evaluate cosmetics for potentially harmful ingredients?”ChatGPT: absentPerplexity: absentGoogle AI Overviews: absent
“What are the best apps for scanning groceries and checking whether they fit a low-sugar diet?”ChatGPT: absentPerplexity: absentGoogle AI Overviews: absent
“Fooducate vs Open Food Facts vs Yuka: which product scanner provides the most reliable ingredient analysis?”ChatGPT: absentPerplexity: absentGoogle AI Overviews: no answer
“Which AI nutrition apps give personalized recommendations based on health goals and scanned foods?”ChatGPT: absentPerplexity: absentGoogle AI Overviews: absent
“What food and cosmetic scanner is best for following a vegan, gluten-free, or keto diet?”ChatGPT: absentPerplexity: absentGoogle AI Overviews: absent
“Are there barcode scanning apps that explain additives and flag allergens in plain language?”ChatGPT: absentPerplexity: absentGoogle AI Overviews: no answer
“What should I look for when choosing an AI-powered food and cosmetics ingredient scanner?”ChatGPT: absentPerplexity: absentGoogle AI Overviews: cited you
“Can an AI food scanner accurately estimate calories and macronutrients from packaged food barcodes?”ChatGPT: absentPerplexity: absentGoogle AI Overviews: absent
“What are the best alternatives to MyFitnessPal for scanning products and getting personalized nutrition advice?”ChatGPT: absentPerplexity: absentGoogle AI Overviews: no answer
Your top fixes
Publish a comparison page targeting “What are the best AI food and cosmetic scanner apps for analyzing product ingredients?”
Page outline, headings, and JSON-LD schema tuned to win this prompt. Included in the full fix plan.
Add an FAQ block answering “Which barcode scanner apps can identify food additives, allergens, and cosmetic ingredients?”
Copy-ready FAQ with FAQPage JSON-LD markup. Included in the full fix plan.
Ship an llms.txt so AI engines describe Goby AI accurately
A generated llms.txt tailored to your product and use cases. Included in the full fix plan.