AI Visibility Scorecard
Coefficient
coefficient.io · Technology
Well-positioned for AI search. Its weakest signals, News Mentions and Community, are where Coefficient still has room to grow.
AI engines read this profile 89 times
Meta AI · Perplexity · Claude · Apple Intelligence
Top 1% in Technology for AI visibility
96
AI Naming Predictability
iAI names companies like this often · 96/100
Technology average 28
Top 1% of Technology
See what's behind this score →8.80
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →85
Muse Index Score
iAI agent readiness
Transactable · 85/100
Technology average 17
See what's behind this score →0
About Coefficient
from our crawl and measurement
Coefficient, based in San Mateo, CA, describes itself simply: "Connect Google Sheets & Excel to Salesforce, QuickBooks, Snowflake, and 100+ data sources. Build live analysis and dashboards with AI." To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 8.80 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), an llms.txt file for AI models and a sitemap.
AI crawlers have read this profile 89 times in our tracking, including Meta AI, PerplexityBot and ClaudeBot (Anthropic).
- Company ·
- Coefficient
- Website ·
- coefficient.io
- Industry ·
- Technology
- Location ·
- Palo Alto, CA
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
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
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Good
Social discussion and mentions.
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 8.80/10, Coefficient is well placed; the signals above show what is left to gain.
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Coefficient.
Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/coefficient-io
Cite this score: Engagemii (2026). "AEO Score for Coefficient." Retrieved from https://engagemii.com/aeo/brands/coefficient-io
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform