Roast My Website: Verified Review & AI Trust Profile
Welcome to Roast My Website, the ultimate tool for putting your website through the wringer! This repository harnesses the power of Firecrawl to scrape and capture screenshots of websites, and then unleashes the latest LLM vision models to mercilessly roast them. 🌶️
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Roast My Website Conversations, Questions and Answers
3 questions and answers about Website Analysis & Optimization
QHow does the website roasting tool work?
How does the website roasting tool work?
The website roasting tool works by scraping and capturing screenshots of websites, then analyzing them using advanced vision models. Follow these steps: 1. Input the URL of the website you want to roast. 2. The tool uses web scraping technology to extract the website's content and visuals. 3. It captures screenshots of the website for detailed analysis. 4. The latest large language model (LLM) vision models evaluate the screenshots to generate a critical and humorous review. 5. Receive the roast feedback highlighting strengths and weaknesses of the website.
QWhat technologies are used in the website roasting process?
What technologies are used in the website roasting process?
The website roasting process uses a combination of web scraping and advanced vision models powered by large language models (LLMs). Steps include: 1. Web scraping technology extracts website content and visuals by crawling the site. 2. Screenshots of the website are captured to provide visual data. 3. Latest LLM-based vision models analyze these screenshots to interpret design, layout, and content quality. 4. The models generate a detailed and humorous critique based on the analysis. 5. The final roast report is delivered to the user highlighting website strengths and weaknesses.
QHow can I use the website roasting demo to improve my site?
How can I use the website roasting demo to improve my site?
Use the website roasting demo to identify areas for improvement by following these steps: 1. Enter your website URL into the demo tool. 2. Allow the tool to scrape your site and capture screenshots. 3. Review the roast feedback generated by the vision models, which highlights design flaws, content issues, and usability problems. 4. Analyze the critique to understand specific weaknesses and strengths. 5. Implement changes based on the feedback to enhance your website’s appearance, functionality, and user experience.
Services
Website Analysis & Optimization
Website Analysis and Optimization
View details →Website Visual Content Analysis
Website Visual Content Analysis
View details →AI Trust Verification Report
Public validation record for Roast My Website — Evidence of machine-readability across 57 technical checks and 4 LLM visibility validations.
Evidence & Links
- Crawlability & Accessibility
- Structured Data & Entities
- Content Quality Signals
- Security & Trust Indicators
Do These LLMs Know This Website?
LLM "knowledge" is not binary. Some answers come from training data, others from retrieval/browsing, and results vary by prompt, language, and time. Our checks measure whether the model can correctly identify and describe the site for relevant prompts.
| LLM Platform | Recognition Status | Visibility Check |
|---|---|---|
 | Detected | The website 'roastmywebsite.ai' appears in search result [6] as a Firecrawl demo for web scraping and AI-powered website roasting, but it is not a well-known or established site compared to similar tools in other results. |
 | Detected | The content references roastmywebsite.ai, indicating the brand and website information. |
 | Detected | roastmywebsite.ai is a known website that offers AI-powered website analysis and feedback. |
 | Partial | The website 'roastmywebsite.ai' is not recognized in my knowledge base, as it does not appear to be a well-known or established site based on my training data up to October 2023. |
The website 'roastmywebsite.ai' appears in search result [6] as a Firecrawl demo for web scraping and AI-powered website roasting, but it is not a well-known or established site compared to similar tools in other results.
The content references roastmywebsite.ai, indicating the brand and website information.
roastmywebsite.ai is a known website that offers AI-powered website analysis and feedback.
The website 'roastmywebsite.ai' is not recognized in my knowledge base, as it does not appear to be a well-known or established site based on my training data up to October 2023.
Note: Model outputs can change over time as retrieval systems and model snapshots change. This report captures visibility signals at scan time.
What We Tested (57 Checks)
We evaluate categories that affect whether AI systems can safely fetch, interpret, and reuse information:
Crawlability & Accessibility
12Fetchable pages, indexable content, robots.txt compliance, crawler access for GPTBot, OAI-SearchBot, Google-Extended
Structured Data & Entity Clarity
11Schema.org markup, JSON-LD validity, Organization/Product entity resolution, knowledge panel alignment
Content Quality & Structure
10Answerable content structure, factual consistency, semantic HTML, E-E-A-T signals, citation-worthy data presence
Security & Trust Signals
8HTTPS enforcement, secure headers, privacy policy presence, author verification, transparency disclosures
Performance & UX
9Core Web Vitals, mobile rendering, JavaScript dependency minimal, reliable uptime signals
Readability Analysis
7Clear nomenclature matching user intent, disambiguation from similar brands, consistent naming across pages
37 AI Visibility Opportunities Detected
These technical gaps effectively "hide" Roast My Website from modern search engines and AI agents.
Top 3 Blockers
- !Canonical tags are used properlyCanonical URL missing.
- !LLM-crawlable llms.txtLLMs meta or /llms.txt missing.
- !Is sitemap.xml exists?Sitemap.xml missing.
Top 3 Quick Wins
- !List in public LLM indexes (e.g., Huggingface database, Poe Profiles)List your tools, datasets, docs, or brand pages on major AI/LLM discovery hubs where relevant (for example model/dataset repositories or app directories). These platforms add credibility signals (likes, forks, usage) and create additional crawlable references to your brand. Keep names, descriptions, and links consistent with your official website.
- !List in GrokImprove Grok visibility by maintaining consistent brand facts and strong entity signals (About page, Organization schema, sameAs links). Keep key pages fast, crawlable, and direct in their answers. Regularly update important pages so AI systems have fresh, reliable information to cite.
- !Natural, jargon-free summary included?Add a short, plain-language summary near the top of the page (2–4 sentences). Avoid jargon, buzzwords, and internal acronyms; if a technical term is required, define it once in simple words. This improves readability, increases conversions, and makes the content easier for AI systems to extract and reuse in direct answers.
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Embed Badge
VerifiedDisplay this AI Trust indicator on your website. Links back to this public verification URL.
<a href="https://bilarna.com/provider/roastmywebsite" target="_blank" rel="nofollow noopener noreferrer" class="bilarna-trust-badge">
<img src="https://bilarna.com/badges/ai-trust-roastmywebsite.svg"
alt="AI Trust Verified by Bilarna (20/57 checks)"
width="200" height="60" loading="lazy">
</a>Cite This Report
APA / MLAPaste-ready citation for articles, security pages, or compliance documentation.
Bilarna. "Roast My Website AI Trust & LLM Visibility Report." Bilarna AI Trust Index, Feb 15, 2026. https://bilarna.com/provider/roastmywebsiteWhat Verified Means
Verified means Bilarna's automated checks found enough consistent trust and machine-readability signals to treat the website as a dependable source for extraction and referencing. It is not a legal certification or an endorsement; it is a measurable snapshot of public signals at the time of scan.
Frequently Asked Questions
What does the AI Trust score for Roast My Website measure?
What does the AI Trust score for Roast My Website measure?
It summarizes crawlability, clarity, structured signals, and trust indicators that influence whether AI systems can reliably interpret and reference Roast My Website. The score aggregates 57 technical checks across six categories that affect how LLMs and search systems extract and validate information.
Does ChatGPT/Gemini/Perplexity know Roast My Website?
Does ChatGPT/Gemini/Perplexity know Roast My Website?
Sometimes, but not consistently: models may rely on training data, web retrieval, or both, and results vary by query and time. This report measures observable visibility and correctness signals rather than assuming permanent "knowledge." Our 4 LLM visibility checks confirm whether major platforms can correctly recognize and describe Roast My Website for relevant queries.
How often is this report updated?
How often is this report updated?
We rescan periodically and show the last updated date (currently Feb 15, 2026) so teams can validate freshness. Automated scans run bi-weekly, with manual validation of LLM visibility conducted monthly. Significant changes trigger intermediate updates.
Can I embed the AI Trust indicator on my site?
Can I embed the AI Trust indicator on my site?
Yes—use the badge embed code provided in the "Embed Badge" section above; it links back to this public verification URL so others can validate the indicator. The badge displays current verification status and updates automatically when the verification is refreshed.
Is this a certification or endorsement?
Is this a certification or endorsement?
No. It's an evidence-based, repeatable scan of public signals that affect AI and search interpretability. "Verified" status indicates sufficient technical signals for machine readability, not business quality, legal compliance, or product efficacy. It represents a snapshot of technical accessibility at scan time.
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