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AI Visibility Scorecard
Hob Knob Construction, Edgartown, Martha's Vineyard Island, MA
hobknobconstruction.com · Home & Living
Borderline visible. AI bots can crawl Hob Knob Construction, Edgartown, Martha's Vineyard Island, MA, 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 5 times
Meta AI · Claude · ChatGPT
#711,056 of 1,244,256 in Home & Living for AI visibility
4.3
/10
AEO Score
About Hob Knob Construction, Edgartown, Martha's Vineyard Island, MA
from our crawl and measurement
Hob Knob Construction, Edgartown, Martha's Vineyard Island, MA describes itself simply: "Hob Knob Construction, Edgartown, Martha's Vineyard Ma, specializing in luxury home building, historic renovation, home design, remodeling, quality construction for Edgartown and Marthas." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.3 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
6
Inbound links from other sites.
Domain Authority
1
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
0
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 4.3/10, Hob Knob Construction, Edgartown, Martha's Vineyard Island, MA is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Hob Knob Construction, Edgartown, Martha's Vineyard Island, MA
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 Hob Knob Construction, Edgartown, Martha's Vineyard Island, MA.
Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hobknobconstruction
Cite this score: Engagemii (2026). "AEO Score for Hob Knob Construction, Edgartown, Martha's Vineyard Island, MA." Retrieved from https://engagemii.com/aeo/brands/hobknobconstruction
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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