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AI Readiness Report
0out of 100

replicate.com

At Risk11 fixable issuesTop 82% in AI/MLAvg: 68/100

AI search engines are likely ignoring significant parts of your site. We found 11 fixable issues blocking your visibility.

Revenue IndexNeeds Work
36%1.53 / 4.27
AI VisibilityModerate
61%2.59× / 4.27×
Answer ReadinessModerate
50%0.5 / 1.0
Score Breakdown
AI Bot Access
20/20
Content Structure
15/20
Structured Data
0/15
Meta & Technical
9/15
AI Readability
5/10
Image Alt Text
5/5
Sitemap
5/5
Content Freshness
0/10
What If You Improved?
$
Fix heading hierarchy
Add more schema types
Strengthen content & links
11

fixable issues blocking your AI visibility

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What AI Sees

How AI Reads Your Page

Your visitors see a polished interactive page. AI crawlers skip all of that — they see only raw extracted text.

Human Visitor Sees
  • Navigation & hero imagery
  • Animations & interactions
  • CTAs & styled elements
  • JavaScript-rendered content
AI Crawler Sees
  • Raw HTML text only
  • No scripts, styles, or nav
  • No header or footer
  • ~1360 extractable words
extracted-content.txt1360 words

Replicate has joined Cloudflare Run with an .

AI API Run and fine-tune models.

Deploy custom models.

All with one line of code.

Get started for free Node Python HTTP import Replicate from "replicate" ; replicate = ({ const new Replicate : process.. auth env REPLICATE_API_TOKEN }) model = const input = { const : prompt }; [output] = replicate.(model, { input }); const await run .(output); console log A poolside patio at sunset with vintage lounge chairs. black-forest-labs/flux-2-pro A soft armchair shaped like a peeled banana. google/nano-banana-pro A woman relaxing in a french bookstore. bytedance/seedream-4 A futuristic robot looking into the distance. black-forest-labs/flux-pro An abstract painting of a sunrise. black-forest-labs/flux-pro With Replicate you can Generate images Generate speech Generate music Restore images Large Language Models (LLMs) Generate videos from images Caption Images black-forest-labs / flux-2-flex Max-quality image generation and editing with support for ten reference images 176.4K runs Official black-forest-labs / flux-2-pro High-quality image generation and editing with support for eight reference images 4M runs Official google / nano-banana-pro Google's state of the art image generation and editing model 🍌🍌 17.3M runs Official black-forest-labs / flux-2-max The highest fidelity image model from Black Forest Labs 1M runs Official openai / gpt-image-1.5 OpenAI's latest image generation model with better instruction following and adherence to prompts 5.1M runs Official bytedance / seedream-4 Unified text-to-image generation and precise single-sentence editing at up to 4K resolution 29.4M runs Official prunaai / z-image-turbo Z-Image Turbo is a super fast text-to-image model of 6B parameters developed by Tongyi-MAI. 34.5M runs Official ai-forever / kandinsky-2.2 multilingual text2image latent diffusion model 10.1M runs black-forest-labs / flux-2-flex Max-quality image generation and editing with support for ten reference images 176.4K runs Official black-forest-labs / flux-2-pro High-quality image generation and editing with support for eight reference images 4M runs Official google / nano-banana-pro Google's state of the art image generation and editing model 🍌🍌 17.3M runs Official black-forest-labs / flux-2-max The highest fidelity image model from Black Forest Labs 1M runs Official openai / gpt-image-1.5 OpenAI's latest image generation model with better instruction following and adherence to prompts 5.1M runs Official bytedance / seedream-4 Unified text-to-image generation and precise single-sentence editing at up to 4K resolution 29.4M runs Official prunaai / z-image-turbo Z-Image Turbo is a super fast text-to-image model of 6B parameters developed by Tongyi-MAI. 34.5M runs Official ai-forever / kandinsky-2.2 multilingual text2image latent diffusion model 10.1M runs fermatresearch meta laion-ai vaibhavs10 prompthero stability-ai google-research jbilcke microsoft tomasmcm pollinations pixray tstramer mcai pagebrain lucataco zylim0702 fermatresearch laion-ai prompthero google-research microsoft pollinations tstramer pagebrain zylim0702 meta vaibhavs10 stability-ai jbilcke tomasmcm pixray mcai lucataco Thousands of models contributed by our community All the latest models are on Replicate.

They’re not just demos — they all actually work and have production-ready APIs.

AI shouldn’t be locked up inside academic papers and demos.

Make it real by pushing it to Replicate.

Explore models Push a model inworld / tts-1.5-max Highest-quality text-to-speech with <200ms latency, emotion control, and 15-language support 555 runs Official bytedance / seedream-5-lite Seedream 5.0 lite: image generation with built-in reasoning, example-based editing, and deep domain knowledge 116.2K runs Official runwayml / gen-4.5 State-of-the-art video motion quality, prompt adherence and visual fidelity 26.6K runs Official recraft-ai / recraft-v4 Recraft's latest image generation model, built around design taste.

Strong prompt accuracy, art-directed composition, and integrated text rendering.

Fast and cost-efficient at standard resolution. 25.4K runs Official xai / grok-imagine-video Generate videos using xAI's Grok Imagine Video model 156.1K runs Official moonshotai / kimi-k2.5 Moonshot AI's latest open model.

It unifies vision and text, thinking and non-thinking modes, and single-agent and multi-agent execution into one model 20.6K runs Official inworld / tts-1.5-max Highest-quality text-to-speech with <200ms latency, emotion control, and 15-language support 555 runs Official bytedance / seedream-5-lite Seedream 5.0 lite: image generation with built-in reasoning, example-based editing, and deep domain knowledge 116.2K runs Official runwayml / gen-4.5 State-of-the-art video motion quality, prompt adherence and visual fidelity 26.6K runs Official recraft-ai / recraft-v4 Recraft's latest image generation model, built around design taste.

Scripts, styles, navigation, header & footer stripped before extraction.

Content Quality

Content Structure

15/20

AI engines prefer clear heading hierarchies and substantial content.

H1 Tags
1
Target: >= 1
H2 Tags
5
Target: >= 3
Word Count
1360
Target: >= 800
Hierarchy
Incorrect
Target: H1 before H2
Fix: Ensure your H1 tag appears before any H2 tags in the HTML.

AI Readability

5/10

How easily AI can parse and extract clean answers from your content.

Content Ratio
16%
Target: >40%
Fix: Reduce inline CSS/JS or add more text to improve text-to-HTML ratio.
Page Size
342 KB
Target: <1MB
Words (no JS)
1360
Extractable words

Filler Phrases & Links

AI engines are trained to ignore generic marketing language.

1 phrase found that AI engines commonly disregard.

State-of-the-art
Internal Links
119
Pages linked within your site
External Links
24
Outbound citations
Filler Phrases
1
Detected in body text
Crawlability

AI Bot Access

20/20

Blocked bots can't index or cite your content.

GPTBot· ChatGPT
Allowed
ClaudeBot· Claude
Allowed
PerplexityBot· Perplexity
Allowed
Google-Extended· Gemini
Allowed
CCBot· Common Crawl
Allowed

Schema & Structured Data

0/15

JSON-LD schema markup helps AI engines understand who you are.

OrganizationMissing
Fix: Add Organization JSON-LD markup in your page's <head> section.
WebSiteMissing
Fix: Add WebSite JSON-LD markup in your page's <head> section.
ArticleMissing
Fix: Add Article JSON-LD markup in your page's <head> section.
FAQPageMissing
Fix: Add FAQPage JSON-LD markup in your page's <head> section.
BreadcrumbListMissing
Fix: Add BreadcrumbList JSON-LD markup in your page's <head> section.
Sitemap
Found
sitemap.xml found
5/5 pts
Image Alt Text
100%
124 of 124 images have alt text
5/5 pts
Technical SEO

Meta & Technical

9/15

Core technical signals that affect how AI engines index and trust your site.

Title
110 chars (30-70)Fail
Fix: Write a title tag between 30-70 characters with primary keywords.
Meta Description
56 chars (50-160)Pass
Open Graph Tags
MissingFail
Fix: Add og:title, og:description, and og:image meta tags.
Canonical URL
PresentPass
HTTPS
SecurePass

Content Freshness

0/10

AI engines prefer recently updated content.

Schema dateModified
Not foundStale
Fix: Update your page content and set a recent last-modified HTTP header.
Copyright year
Not foundStale
Fix: Update your page content and set a recent last-modified HTTP header.
Last-Modified header
Not foundStale
Fix: Update your page content and set a recent last-modified HTTP header.
AI Intelligence

AI Content Analysis

Questions AI engines can answer from your content, and content opportunities.

Questions Answered
How can I run machine learning models with an API?
What types of models can I find on Replicate?
How do I fine-tune a model with my own data?
What are the pricing options for using Replicate?
How does Replicate handle scaling for AI applications?
Content Opportunities
What are the best practices for deploying AI models?
How can I integrate Replicate with my existing applications?
What support is available for new users?
How do I troubleshoot issues with model predictions?
What are the differences between various AI models available?
5 answered / 5 opportunities
Simulated AI Citation

What an AI engine would extract and cite from this page.

“Replicate allows you to run and fine-tune machine learning models with a simple API.”
Top Prompts for Your Brand

Questions real users are typing into AI assistants about your type of product or service.

1
How do I start using machine learning models in my app?
2
What are the benefits of using an API for AI models?
3
Can I customize AI models for specific tasks?
4
What is the cost of running AI models in the cloud?
5
How do I scale my AI application effectively?
AI Revenue Potential
AI Visibility
61%Moderate
How likely AI engines are to find, understand, and cite your content.
Heading Structure
79%
Clean H1→H2→H3 nesting helps AI parse your page
Structured Data
0%
Schema markup tells AI what your content IS
Content Authority
50%
Depth, external links, and content quality signals
Answer Readiness
50%Moderate
Can AI engines easily extract and quote answers from your page?
FAQ schema markup
3+ subheadings (H2)
Open Graph tags
Meta description
Competitive Landscape

Who AI Recommends Instead

When someone asks ChatGPT for your category, these brands appear.

#1 Competitor ACited
#2 Competitor BCited
#3 Competitor CCited
#4 Competitor DCited
#5 Competitor ECited

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