AI Visibility Scorecard
CodeSmash
codesmash.featurebase.app · Technology
Somewhat visible. AI bots can read CodeSmash, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#323,552 of 2,705,353 in Technology for AI visibility
6
AEO Visibility
iBorderline · 5.6/10
15
Muse Index Score
iAI agent readiness
Basic · 15/100
4
AI Adoption
iBasic · 4/100
About CodeSmash
from our crawl and measurement
Feedback describes itself simply: "Give CodeSmash feedback on how they could improve their product." Its AI visibility score is 5.6 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Weak
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
Fair
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
Strong
Social discussion and mentions.
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 5.6/10, CodeSmash has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Have something to say?
Tell us how we could make the product more useful to you.Create A New PostNewTopTrendingNewSearchCreate A New PostRun apps on our own hardwareI want to run apps on my own hardware instead of AWS/etc. If CodeSmash does not already support that, it would be a phenomenal addition.Brandon Zylstra 10 months agoRun apps on our own hardwareI want to run apps on my own hardware instead of AWS/etc.
Is this your brand?
The exact fixes for CodeSmash
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 CodeSmash.
Source & Attribution
Scored by Engagemii on September 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/codesmash-featurebase-app
Cite this score: Engagemii (2026). "AEO Score for CodeSmash." Retrieved from https://engagemii.com/aeo/brands/codesmash-featurebase-app
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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