AI OPT

AS-IS 콘텐츠를 분석하여 TO-BE 최적화 방안을 제시하는 AI 서비스.

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Report generated on April 5, 2026

aieo-v10-production.up.railway.app
Screenshot of aieo-v10-production.up.railway.app

A note on how to read this

This report is ProdPoke's take on your site — think of it as a first impression from a very opinionated robot. We check real things (load times, broken links, accessibility patterns), but we also try to understand what your site is trying to do and whether the technical details support that goal. Some of our observations might not apply to your specific situation, and that's okay. We're getting sharper with every scan. If something feels off, tell us — it makes us better.

Key Insights for AI OPT

Your homepage lacks an H1—the exact semantic signal AI systems need to understand your value.

As an AIEO platform, your own site should exemplify the optimization practices you sell. AI search engines rely on clear H1 tags to parse page intent; without one, your homepage may rank poorly in the very AI search results your clients depend on you to optimize for.

Homepage loads in 3.3 seconds—slower than your own 3-second benchmark—signaling misalignment with your expertise.

A prospect evaluating AI OPT will immediately notice your platform doesn't practice what it preaches. Slow load times also reduce crawlability for AI indexers, directly contradicting your positioning as an optimization expert.

Four broken images are live on your site, creating crawl friction that undermines your credibility with evaluating clients.

Broken assets signal poor quality control and reduce AI search engine crawlability. For a platform positioning itself as a trusted optimization advisor, this is a credibility killer—prospects expect your own site to be flawless.

Three unoptimized images (1.2MB, 896KB) are loading sequentially, consuming 3+ seconds of your page load time.

These oversized assets are the primary culprit behind your slow load times. Compressing or lazy-loading them would directly demonstrate the image optimization techniques you recommend to clients—turning your site into a case study.

Your blog API endpoint returns 726KB uncompressed, taking 1.6+ seconds to load a single response.

This bloated API response contradicts AIEO principles around efficient content delivery for AI indexing. Clients will question whether your platform truly understands payload optimization if your own blog loads this inefficiently.

What ProdPoke understands about AI OPT

AI OPT is a service platform that optimizes websites and content for AI search engines, which it refers to as 'AIEO' (AI Engine Optimization). The platform offers two main analysis tools: a 'Contents Analysis' tool where users input text or website URLs to receive content optimization recommendations, and a 'Website Analysis' tool that evaluates technical SEO factors like sitemaps, robots.txt, schema markup, and metadata. The service addresses a shift in how people find information—from traditional searching to asking AI systems questions—and helps brands ensure their content is discoverable and ranked well by AI platforms. The company positions itself as experts in adapting digital strategies from traditional SEO to the emerging AI-driven search landscape.

Based on exploring 5 pages across the site

First Impression — How clear is your site?

65
Mostly clear

AI OPT is an "AI Engine Optimization Consulting Service" that analyzes content and provides optimization recommendations. According to the visible text, it offers "content optimization analysis" and "technical optimization" for products, brands, and platforms, including features like sitemap.xml detection and crawler-friendliness evaluation. The service appears designed to improve content visibility in AI search engines like ChatGPT, Claude, and Gemini.

This score measures how quickly a first-time visitor understands what your site does — based on visible headings, navigation, and visual hierarchy alone.

90/ 100

Overall Score

Strong foundation.

Performance

68/100

Page load could be faster: 3343ms

medium

The page loads in 3343ms, exceeding the optimal 3-second threshold. Since AI OPT positions itself as a web optimization expert, slow load times undermine your credibility with potential clients evaluating your platform. Performance issues also negatively impact indexability by AI search engines.

Expected: Under 3000ms
Found: 3343ms

Large asset: 1219KB — https://aieo-v10-production.up.railway.app/Pwx6gJQskTPrvQca3

medium

A 1219KB image resource took 1493ms to load. As an optimization platform, unoptimized image assets directly contradict your service's positioning. Compress or implement lazy-loading to demonstrate the optimization practices you recommend to clients.

Expected: Assets under 500KB
Found: 1219KB

Large asset: 896KB — https://aieo-v10-production.up.railway.app/Pwx6gJQskTPrvQca3

medium

A 896KB image resource took 1636ms to load. This unoptimized asset slows your platform's performance and signals poor optimization practices to potential clients evaluating your expertise.

Expected: Assets under 500KB
Found: 896KB

Large asset: 726KB — https://aieo-v10-production.up.railway.app/api/blog/posts?st

medium

A 726KB API response from your blog posts endpoint took 1084ms to load. Consider implementing pagination, filtering, or response compression to reduce payload size. This is especially important since your platform guides users on optimizing content delivery for AI indexing.

Expected: Assets under 500KB
Found: 726KB

SEO

85/100

No H1 heading found

high

The homepage lacks an H1 heading that describes AI OPT's core value proposition. This is critical for AIEO (AI Engine Optimization) since AI systems rely heavily on semantic HTML structure to understand and index page content. Without a clear H1, your own service's discoverability in AI search results may be compromised.

Expected: Exactly one <h1> per page
Found: 0 H1 tags found

Accessibility

100/100
All clear — no issues found in this category.

Functional

85/100

4 broken image(s)

high

Four broken images are failing to load on your website. Broken assets create a poor user experience and reduce your site's crawlability for AI search engines. This directly undermines your credibility as a platform helping brands optimize for AI discoverability.

Expected: All images should load successfully
Found: 4 images broken

Compliance

100/100
All clear — no issues found in this category.

Key Metrics

Crawlability

Sitemap.xml
Robots.txt
Broken Links1

Standards

HTTPS
Mobile Responsive
Images Missing Alt0

Improvement Plan

AI OPT's credibility depends on your site being a living example of the optimization principles you teach. Right now, there's a dangerous disconnect: your homepage violates the core AIEO practices you're selling. The most urgent fix is adding a clear, semantic H1 heading that describes your value proposition (e.g., 'AI Engine Optimization Platform for AI-Native Search Discovery'). This single change will improve AI search engine understanding of your page and immediately signal to prospects that you know what you're doing.

Next, tackle the image optimization crisis. Your three oversized assets (1.2MB, 896KB, 726KB) are collectively eating 3+ seconds of load time—nearly your entire performance budget. Compress these images to under 200KB each using modern formats (WebP), and implement lazy-loading for any below-the-fold assets. This isn't just a performance fix; it's a demonstration of the exact techniques you pitch to clients. A prospect visiting your platform should see load times under 2 seconds and think, 'This is what they helped us achieve.'

Simultaneously, audit and fix the four broken images. These are quick wins that eliminate crawl friction and signal quality control. Run a full asset inventory to confirm all images are loading correctly across your site.

Finally, optimize your blog API endpoint. The 726KB response is unnecessarily large. Implement pagination (load 5-10 posts instead of all), enable gzip compression on API responses, and consider caching. Since your platform guides clients on content delivery for AI indexing, this is a chance to model best practices.

Timeline: Fix broken images and add the H1 this week (2–3 hours). Image optimization and API compression over the next two weeks (4–6 hours). These changes will cut load times to under 2 seconds and transform your site from a liability into a proof of concept.

Suggested priority order:

  1. No H1 heading found
  2. 4 broken image(s)
  3. Large asset: 1219KB image
  4. Large asset: 896KB image
  5. Page load could be faster: 3343ms
  6. Large asset: 726KB API response

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What is ProdPoke?

Automated analysis generated on April 5, 2026. Not professional advice. Contact us to modify or remove this report.