AI visibility score
4.4/ 10Fair

▼ 0.6 since Jul 2026

#156,751 of 267,881 in Manufacturing & Industrial

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

AI Visibility Scorecard

MVP Development Service

MVP Development Service

Unclaimed

mvpfoundry.com · Manufacturing & Industrial

Borderline visible. AI bots can crawl MVP Development Service, 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 1 times

Claude

#156,751 of 267,881 in Manufacturing & Industrial for AI visibility

4

AEO Visibility

i

Borderline · 4.4/10

5

Muse Index Score

i

AI agent readiness

Basic · 5/100

4

AI Adoption

i

Basic · 4/100

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About MVP Development Service

from our crawl and measurement

MVP Development Service is a business whose own site puts it this way: "Fast, fixed-price MVP development starting at $2500+ with certified AWS experts. Turn your vision into reality with our expert MVP development services." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.4 out of 10.

On the page itself the strengths are clear: a clear heading structure, 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. What holds it back is a clearly stated business identity and structured data describing the business.

Off the page, almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.

The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Manufacturing & Industrial
Last scored · Aug 1, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

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

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 4.4/10, MVP Development Service is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

HOW TO BUILD MVPsTHAT ACTUALLY GET FUNDEDAND SCALE TO MILLIONS?

Our Y Combinator MVP Development Playbook reveals the exact strategies used by YC's most successful startups.This playbook is PACKED with actionable insights that you won't find anywhere else.You get proven frameworks you can use RIGHT AWAY to validate your idea, build your MVP efficiently, and present it to investors...Without deadly startup mistakes.Read More"We used

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Picked for MVP Development Service: How-To

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.

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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/mvpfoundry

Cite this score: Engagemii (2026). "AEO Score for MVP Development Service." Retrieved from https://engagemii.com/aeo/brands/mvpfoundry

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

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