AI Visibility Scorecard
helpfull.com · Technology
Somewhat visible. AI bots can read Our Human Panelists & AI Personas Give Your Fast Insights, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Claude · Meta AI · Apple Intelligence · ShapBot
#113,346 of 2,706,136 in Technology for AI visibility
60
AI Naming Predictability
iNamed sometimes · 60/100
More likely to be named than 98% of Technology companies
5
AEO Visibility
iBorderline · 5.4/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
24
AI Adoption
iBasic · 24/100
from our crawl and measurement
Our Human Panelists & AI Personas Give Your Fast Insights is a business whose own site puts it this way: "Make data-driven decisions using honest feedback from real people. Over 50,000 US Based panelists are standing by to give you their opinions right now." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure and crawler access and the files AI engines look for. It is passable on a partly stated business identity, a few credibility markers and partial sitemap and link coverage. What holds it back is structured data describing the business.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established and it barely surfaces on Reddit. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and nobody is discussing it where AI engines look. Those are earned elsewhere on the web, not fixed on the site itself.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence.
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
Fair
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
Good
Sitemaps and entity links AI can follow.
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
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.
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 5.4/10, Our Human Panelists & AI Personas Give Your Fast Insights has a working base to build on - fixable, and the signals above are where to start.
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The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/helpfull
Cite this score: Engagemii (2026). "AEO Score for Our Human Panelists & AI Personas Give Your Fast Insights." Retrieved from https://engagemii.com/aeo/brands/helpfull
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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