AI visibility score
7.0/ 10Good

#8,786 of 2,706,693 in Technology

As of 2026-08-01 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Healthcare Software Development & Strategy

Healthcare Software Development & Strategy

Unclaimed

lightit.io · Technology

Somewhat visible. AI bots can read Healthcare Software Development & Strategy, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 39 times

Meta AI · Apple Intelligence · Claude · ChatGPT

#8,786 of 2,706,693 in Technology for AI visibility

7

AEO Visibility

i

Visible · 7/10

45

Muse Index Score

i

AI agent readiness

Agent-ready · 45/100

4

AI Adoption

i

Basic · 4/100

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About Healthcare Software Development & Strategy

from our crawl and measurement

Healthcare Software Development & Strategy is a New York, NY business whose own site puts it this way: "Light-it builds healthcare software and strategy for digital health companies, clinics, and medtech companies in a compliant and scalable way." To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 7.0 out of 10.

On the page itself the strengths are clear: structured data describing the business, a clear heading structure, a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a few credibility markers.

Away from its own site, other sites link to it and people discuss it in places AI engines read. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together. The business dates to 2019.

Industry · Technology
Last scored · Aug 1, 2026

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

Strong

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

Strong

Inbound links from other sites.

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

Fair

Forum and community discussion.

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 7/10, Healthcare Software Development & Strategy has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for Healthcare Software Development & Strategy

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Picked for Healthcare Software Development & Strategy: AEO & AI Search

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.

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Source & Attribution

Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/lightit-io

Cite this score: Engagemii (2026). "AEO Score for Healthcare Software Development & Strategy." Retrieved from https://engagemii.com/aeo/brands/lightit-io

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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