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AI Visibility Scorecard
marketingandsaleshelp.com · marketing and advertising
Borderline visible. AI bots can crawl Marketing And Sales Help (MASH) | Revenue Systems for Service Businesses, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,077,836 of 2,807,729 in Technology for AI visibility
4.9
/10
AEO Score
from our crawl and measurement
Marketing And Sales Help (MASH) is a business whose own site puts it this way: "Marketing And Sales Help (MASH) is a Boston-area revenue systems consultancy. We help service businesses connect marketing, sales, and follow-up into one system that turns visibility into." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.9 out of 10.
On the page itself the strengths are clear: crawler access and the files AI engines look for. It is passable on some structured data, a workable page structure and a partly stated business identity. What holds it back is sitemaps and entity links AI can follow and credibility markers like credentials or reviews.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
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
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
6
Inbound links from other sites.
Domain Trust
1
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.
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 4.9/10, Marketing And Sales Help (MASH) | Revenue Systems for Service Businesses is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Marketing And Sales Help (MASH) | Revenue Systems for Service Businesses
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Weekly ChatGPT & Claude citation tracking
Tech buyers are the most research-intensive shoppers on the internet.
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Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/marketingandsaleshelp
Cite this score: Engagemii (2026). "AEO Score for Marketing And Sales Help (MASH) | Revenue Systems for Service Businesses." Retrieved from https://engagemii.com/aeo/brands/marketingandsaleshelp
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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