AI Visibility Scorecard
Good Stuff PB
goodstuffpb.com · E-commerce
Borderline visible. AI bots can crawl Good Stuff PB, 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
#595,300 of 738,818 in E-commerce for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
50
Muse Index Score
iAI agent readiness
Transactable · 50/100
0
AI Adoption
iNone detected · 0/100
About Good Stuff PB
from our crawl and measurement
Good Stuff PB describes itself simply: "Shop all natural great tasting peanut butter made with clean ingredients. Discover healthy peanut butter online at Good Stuff PB, delicious, nutritious & freshly crafted." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
Good
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 3.5/10, Good Stuff PB is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why are we a Healthy Choice?
We use a premium peanut called High-Oleic. This special variety of peanut contains more of the heart healthy "good" fat compared to other peanut butter products. Then we slow roast to perfection for a richer more nuttier flavor. Finally, we use only all natural ingredients in each of our unique flavor varieties. Every jar is made fresh and shipped fresh! That's why we say "it really is Good Stuff."
Is this your brand?
The exact fixes for Good Stuff PB
Which AI engines already crawl you
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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 Good Stuff PB.
Source & Attribution
Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/goodstuffpb
Cite this score: Engagemii (2026). "AEO Score for Good Stuff PB." Retrieved from https://engagemii.com/aeo/brands/goodstuffpb
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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