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AI Visibility Scorecard
Iterate
iteratehq.com · Technology
Somewhat visible. AI bots can read Iterate, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 8 times
Meta AI · Apple Intelligence · Claude
#512,116 of 2,658,720 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
70
Muse Index Score
iAI agent readiness
Transactable · 70/100
0
AI Adoption
iNone detected · 0/100
About Iterate
from our crawl and measurement
Iterate is a business whose own site puts it this way: "Iterate is a Customer Insights Management (CIM) platform that helps companies collect, analyze, and act on customer feedback through surveys." Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Organization, SoftwareApplication), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
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
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
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
1
Social discussion and mentions.
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 5.4/10, Iterate has a working base to build on - fixable, and the signals above are where to start.
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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 Iterate.
Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/iteratehq
Cite this score: Engagemii (2026). "AEO Score for Iterate." Retrieved from https://engagemii.com/aeo/brands/iteratehq
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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