AI Visibility Scorecard
Thrift — do more with fewer tokens
repothrift.com · Technology
Borderline visible. AI bots can crawl Thrift — do more with fewer tokens, 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 4 times
Claude · Apple Intelligence
#1,927,524 of 2,704,604 in Technology for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
Technology average 28
Top 49% of Technology
See what's behind this score →4
-
Network Authority
iNot connected yet
Technology average 0.0
0 relationships · Technology average 4
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Technology average 17
See what's behind this score →4
About Thrift — do more with fewer tokens
from our crawl and measurement
Thrift do more with fewer tokens is a business whose own site puts it this way: "Thrift trims redundant context from your AI agent sessions, dedup, tool-log trimming, compaction, and proves your agent didn't get dumber. Cut your Claude/LLM token bill." When AI engines look at it, they find little to work with. It scores 3.6 out of 10.
Our crawl found a readable heading structure. It also found the gaps that keep answer engines guessing: structured data describing the business, an llms.txt file, a sitemap.
Our monitoring has logged one AI crawler visit here: the engines come, the question is what they find.
- Company ·
- Thrift — do more with fewer tokens
- Website ·
- repothrift.com
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Jul 31, 2026
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
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
Fair
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 read your site and name it in answers. At 3.6/10, Thrift — do more with fewer tokens is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How much are you overpaying?
Most AI bills are high because of context bloat, not intelligence. Estimate your reducible spend. Your monthly AI spend (USD) Reducible context: 55.8% Estimated saved / month$446 Saved / year$5,357 Estimate only. Defaults to the safe-mode fixture result; slide for your own assumption.
Is this your brand?
The exact fixes for Thrift — do more with fewer tokens
Which AI engines already crawl you
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Thrift — do more with fewer tokens.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/repothrift
Cite this score: Engagemii (2026). "AEO Score for Thrift — do more with fewer tokens." Retrieved from https://engagemii.com/aeo/brands/repothrift
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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