AI Visibility Scorecard
Saving by Design
savingbydesign.com · Home & Living
At 3.26/10, Saving by Design is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, E-E-A-T Signals and Domain Authority. That is fixable, and the signals below show where to start.
AI engines read this profile 12 times
ChatGPT · Claude · Apple Intelligence · Meta AI
49
AI Naming Predictability
iRarely named · 49/100
Home & Living average 5
Top 1% of Home & Living
See what's behind this score →3.26
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Home & Living average 2. Claim your page and Engagemii is your first.
See what's behind this score →5
Muse Index Score
iAI agent readiness
Basic · 5/100
Home & Living average 21
See what's behind this score →?
About Saving by Design
from our crawl and measurement
Saving by Design is a business whose own site puts it this way: "An upbeat blog sharing what moms care most about - money saving tips, frugal family fun, budget-friendly DIY projects, easy recipes, and much more!" When AI engines look at it, they find little to work with. It scores 3.26 out of 10.
Our crawl found structured data on the page (WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have read this profile 12 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Applebot (Siri).
- Company ·
- Saving by Design
- Website ·
- savingbydesign.com
- Industry ·
- Home & Living
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page 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
Good
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 3.26/10, Saving by Design is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
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The exact fixes for Saving by Design
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Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/savingbydesign
Cite this score: Engagemii (2026). "AEO Score for Saving by Design." Retrieved from https://engagemii.com/aeo/brands/savingbydesign
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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