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AI Visibility Scorecard
Smarter B2B Demand Generation
machintel.com · Technology
Somewhat visible. AI bots can read Smarter B2B Demand Generation, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#133,266 of 2,626,560 in Technology for AI visibility
6.3
/10
AEO Score
About Smarter B2B Demand Generation
from our crawl and measurement
Smarter B2B Demand Generation is a Executive Sq La Jolla, CA business whose own site puts it this way: "Machintel helps B2B marketers improve lead quality, lower costs, and fix broken funnels with better data, smarter distribution, and integrated campaigns." Its AI visibility score is 6.3 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions found yet.
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 6.3/10, Smarter B2B Demand Generation has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Smarter B2B Demand Generation
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/machintel
Cite this score: Engagemii (2026). "AEO Score for Smarter B2B Demand Generation." Retrieved from https://engagemii.com/aeo/brands/machintel
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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