▼ 2.3 since Jul 2026
#330,587 OF 792,331 IN FINANCE & INSURANCE
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AI Visibility Scorecard
Neighborhood Mapworks
nycmapworks.com · Finance & Insurance
Borderline visible. AI bots can crawl Neighborhood Mapworks, 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 3 times
Claude · Meta AI
#330,587 of 792,331 in Finance & Insurance for AI visibility
5
AEO Visibility
iBorderline · 4.7/10
60
Muse Index Score
iAI agent readiness
Agent-ready · 60/100
17
AI Adoption
iBasic · 17/100
About Neighborhood Mapworks
from our crawl and measurement
"NYC local SEO agency helping businesses rank on Google and AI search through Google Business Profile optimization, citation building, and review management." That is how Neighborhood Mapworks of New York, NY introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
Our crawl found structured data on the page (ProfessionalService, Organization, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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 4.7/10, Neighborhood Mapworks is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Neighborhood Mapworks
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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 Neighborhood Mapworks.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/nycmapworks
Cite this score: Engagemii (2026). "AEO Score for Neighborhood Mapworks." Retrieved from https://engagemii.com/aeo/brands/nycmapworks
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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