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AI Visibility Scorecard
marketvalidate.com · Technology
At 2.8/10, Instant Test Marketing Polls and Market Research at Scale is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 5 times
Claude · Apple Intelligence · Meta AI
#2,369,758 of 2,636,927 in Technology for AI visibility
2.8
/10
AEO Score
from our crawl and measurement
"Run polls and get instant feedback from thousands of respondents in minutes. Get feedback on designs, logos, product ideas, book titles and more." That is how Instant Test Marketing Polls and Market Research at Scale introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.8 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 2.8/10, Instant Test Marketing Polls and Market Research at Scale is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Instant Test Marketing Polls and Market Research at Scale
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
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Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/marketvalidate
Cite this score: Engagemii (2026). "AEO Score for Instant Test Marketing Polls and Market Research at Scale." Retrieved from https://engagemii.com/aeo/brands/marketvalidate
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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