AI Visibility Scorecard
Progress Not Perfection, LLC
crazyproductive.com · Professional Services
At 2.6/10, Progress Not Perfection, LLC is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Backlinks, Domain Authority and Reference Presence. That is fixable, and the signals below show where to start.
AI engines read this profile 3 times
Parallel · Claude
15
AI Naming Predictability
iRarely named · 15/100
Professional Services average 8
Top 22% of Professional Services
See what's behind this score →2.6
AEO Visibility
iNear-invisible · 2.6/10
Professional Services average 4.0
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Professional Services average 1. Claim your page and Engagemii is your first.
See what's behind this score →30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
Professional Services average 18
See what's behind this score →0
About Progress Not Perfection, LLC
from our crawl and measurement
Progress Not Perfection, LLC is one of the businesses we track in the Professional Services space. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.6 out of 10.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
AI crawlers have read this profile 3 times in our tracking, including ShapBot (Parallel) and ClaudeBot (Anthropic).
- Company ·
- Progress Not Perfection, LLC
- Website ·
- crazyproductive.com
- Industry ·
- Professional Services
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 7, 2026
The 6 on-page 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
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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 2.6/10, Progress Not Perfection, LLC is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
What do people say about working with me?
Commissioning Melissa to perform a full review of our firm was the best investment we have made for our staff! Melissa crafted well-organized plan after meeting with the partners to determine our goal... Read MoreT.J. Hollis, PartnerLee, Black & Hollis, P.C.Thank you again for your assistance yesterday, I do however have one major complaint!
Is this your brand?
The exact fixes for Progress Not Perfection, LLC
Which AI engines already crawl you
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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.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Progress Not Perfection, LLC.
Source & Attribution
Scored by Engagemii on November 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/crazyproductive
Cite this score: Engagemii (2026). "AEO Score for Progress Not Perfection, LLC." Retrieved from https://engagemii.com/aeo/brands/crazyproductive
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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