AI Visibility Scorecard
Needle Agents
needle.app · Technology
Somewhat visible. AI bots can read Needle Agents, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Apple Intelligence · Claude
#102,216 of 2,705,353 in Technology for AI visibility
6
AEO Visibility
iVisible · 6.2/10
55
Muse Index Score
iAI agent readiness
Agent-ready · 55/100
4
AI Adoption
iBasic · 4/100
About Needle Agents
from our crawl and measurement
Needle Agents describes itself simply: "Proactive AI agents for revenue teams in Slack and Teams that handle CRM updates, call prep, deal enrichment, and pipeline operations." Its AI visibility score is 6.2 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, WebSite, FAQPage), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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
Fair
Established authority for your domain.
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 6.2/10, Needle Agents has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What's your challenge?
Let's chat and we will map out your revenue processes and show where a Needle agent can help first.Let's talkInbound leadsOutbound campaignsRevenue process mapNeedle agentCRMAnalyticsReporting
Is this your brand?
The exact fixes for Needle Agents
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Needle Agents.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/needle-app
Cite this score: Engagemii (2026). "AEO Score for Needle Agents." Retrieved from https://engagemii.com/aeo/brands/needle-app
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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