AI Visibility Scorecard
Preview Feed
feedstamer.com · Media & Entertainment
Borderline visible. AI bots can crawl Preview Feed, 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
#1,517,850 of 1,966,161 in Media & Entertainment for AI visibility
4
AEO Visibility
iNear-invisible · 3.7/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Preview Feed
from our crawl and measurement
Preview Feed: Instagram Planning App for Posts, Reels & Scheduling is a business whose own site puts it this way: "Preview Feed helps creators plan Instagram posts, preview feed layouts, prepare captions, schedule content, organize Reels, and manage multiple accounts from iPhone." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.7 out of 10.
Our crawl found structured data on the page (FAQPage, Article, BreadcrumbList) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 3.7/10, Preview Feed is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Upgrade to Premium?
Preview Feed is free to start, but Premium is built for users who plan content often and do not want daily limits slowing them down. With Premium, you can unlock repeated daily use, unlimited scheduling, unlimited feed previews, account management in one place, and Reels planning. It is a better fit if you post frequently, manage multiple profiles, or use Instagram as part of a business or creator workflow.
Is this your brand?
The exact fixes for Preview Feed
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 Preview Feed.
Source & Attribution
Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/feedstamer
Cite this score: Engagemii (2026). "AEO Score for Preview Feed." Retrieved from https://engagemii.com/aeo/brands/feedstamer
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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