⚡ This is your brand? Claim your page FREE and bring it to life on AI search.
AI Visibility Scorecard
Orchard Insights — Modernize your market research
pretest.com · Technology
Borderline visible. AI bots can crawl Orchard Insights — Modernize your market research, 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
#1,899,361 of 2,655,320 in Technology for AI visibility
3.7
/10
AEO Score
About Orchard Insights — Modernize your market research
from our crawl and measurement
Orchard Insights Modernize your market research is a Chicago, IL business whose own site puts it this way: "Uncover consumer trends and preferences with Orchard’s unbiased behavioral insights, guiding your market strategies and fostering data-driven success among 6x more consumers." When AI engines look at it, they find little to work with. It scores 3.7 out of 10.
Our crawl found an llms.txt file for AI models and a sitemap. It is missing structured data describing the business and a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
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.
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 3.7/10, Orchard Insights — Modernize your market research is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Orchard Insights — Modernize your market research
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Orchard Insights — Modernize your market research.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/pretest
Cite this score: Engagemii (2026). "AEO Score for Orchard Insights — Modernize your market research." Retrieved from https://engagemii.com/aeo/brands/pretest
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