AI Visibility Scorecard
Interest Survey
peaceonpause.com · Technology
Borderline visible. AI bots can crawl Interest Survey, 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.
AI engines read this profile 1 times
Claude
#2,198,999 of 2,706,693 in Technology for AI visibility
3
AEO Visibility
iNear-invisible · 3.3/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Interest Survey
from our crawl and measurement
Interest Survey is one of the businesses we track in the Technology space. When AI engines look at it, they find little to work with. It scores 3.3 out of 10.
On its own pages the site does well on a clear heading structure. It is passable on partial sitemap and link coverage. What holds it back is a clearly stated business identity, the technical files AI engines look for, such as llms.txt or an open robots.txt, structured data describing the business and credibility markers like credentials or reviews.
Off the page, almost no other sites link to it, the domain does not yet read as established, 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. None of that can be fixed on the page: it has to be earned.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
The 6 signals AI reads
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
Weak
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
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.
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 3.3/10, Interest Survey is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What are you working on that you'd like help improving?
Tell us about your project, goal, or challenge. Examples: writing my book, marketing my company, launching my mobile app, job search, building my portfolio, etc. Continue Section 1: The Freeze Diagnosis
1. Think about a key goal you've been stuck on for a while. Which feels most true?
The Lead Weight Feeling: My laptop/workspace feels physically heavy. The Void Retreat: Disappearing into scrolling/shame. The Performance Knot: Afraid it won't be "good enough." The Fog: Genuinely overwhelmed and stuck. None resonate—I mostly just need a kick in the pants. Continue
3. The Daily Readout Appeal?
5 mins sharing + 3 mins witnessed response. Being seen. Extremely appealing. I need to be seen. Somewhat appealing. I'd try it. Neutral. Focused on doing, not sharing. Not appealing. Sharing feels vulnerable.
4. The Silent Build Appeal?
90-120 mins quiet co-working. Body-doubling. Extremely appealing. I'd join daily. Somewhat appealing. I'd use it occasionally. Neutral. I can focus alone. Not appealing. Feels awkward.
5. The Learn & Build Appeal?
3-4 hour guided sessions. Skill-building (AI, SEO, Bots). Extremely appealing. I need skill + structure. Somewhat appealing. Topic dependent. Neutral. Prefer self-directed learning. Not appealing. Not interested.
Is this your brand?
The exact fixes for Interest Survey
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 Interest Survey.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/peaceonpause
Cite this score: Engagemii (2026). "AEO Score for Interest Survey." Retrieved from https://engagemii.com/aeo/brands/peaceonpause
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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