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app.py
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import requests
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from bs4 import BeautifulSoup
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from urllib.parse import urlparse, urljoin
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import gradio as gr
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import re
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import concurrent.futures
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import pandas as pd
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from datetime import datetime
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import matplotlib.pyplot as plt
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import numpy as np
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import time
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class SEOChecker:
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def __init__(self):
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self.user_agent = 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36'
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self.headers = {'User-Agent': self.user_agent}
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def get_page_content(self, url):
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"""Fetch page content with error handling and timeout"""
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if not url.startswith(('http://', 'https://')):
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url = "https://" + url
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try:
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response = requests.get(url, headers=self.headers, timeout=15)
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response.raise_for_status()
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return response.text, url, None
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except requests.exceptions.RequestException as e:
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return None, url, str(e)
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def check_page_speed(self, url):
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"""Basic page load time measurement"""
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start_time = time.time()
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try:
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requests.get(url, headers=self.headers, timeout=10)
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load_time = time.time() - start_time
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return load_time
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except:
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return None
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def get_keyword_suggestions(self, content):
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"""Extract potential keywords from text content"""
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if not content:
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return []
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# Remove HTML tags
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text = BeautifulSoup(content, "html.parser").get_text()
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# Clean and tokenize
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words = re.findall(r'\b[a-zA-Z]{4,15}\b', text.lower())
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# Count word frequency
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word_freq = {}
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for word in words:
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if word not in ['this', 'that', 'with', 'from', 'have', 'were', 'they', 'will', 'what', 'when', 'where', 'which']:
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word_freq[word] = word_freq.get(word, 0) + 1
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# Return top keywords
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keywords = sorted(word_freq.items(), key=lambda x: x[1], reverse=True)
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return keywords[:10]
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def analyze_seo(self, url):
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"""Main SEO analysis function"""
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content, final_url, error = self.get_page_content(url)
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if error:
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return {
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"status": "error",
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"message": f"Error accessing URL: {error}",
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"details": {},
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"score": 0,
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"suggestions": []
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}
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soup = BeautifulSoup(content, "html.parser")
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parsed_url = urlparse(final_url)
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base_url = f"{parsed_url.scheme}://{parsed_url.netloc}"
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# Initialize result dictionary
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result = {
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"status": "success",
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"url": final_url,
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"details": {},
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"checks": [],
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"suggestions": [],
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"keywords": self.get_keyword_suggestions(content)
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}
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# Title check
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title = soup.title.string.strip() if soup.title else ""
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title_len = len(title) if title else 0
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title_status = "good" if title and 10 <= title_len <= 60 else "warning" if title else "error"
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result["details"]["title"] = {
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"content": title,
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"length": title_len,
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"status": title_status
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}
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if not title:
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result["checks"].append({"type": "error", "message": "Missing <title> tag"})
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result["suggestions"].append("Add a descriptive title tag between 50-60 characters")
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elif title_len > 60:
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result["checks"].append({"type": "warning", "message": f"Title is too long ({title_len} chars)"})
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result["suggestions"].append("Keep title under 60 characters for better display in search results")
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elif title_len < 10:
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result["checks"].append({"type": "warning", "message": f"Title is too short ({title_len} chars)"})
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result["suggestions"].append("Make title more descriptive (30-60 characters recommended)")
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else:
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result["checks"].append({"type": "good", "message": f"Title length is good ({title_len} chars)"})
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# Meta description
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desc_tag = soup.find("meta", attrs={"name": "description"})
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desc = desc_tag["content"].strip() if desc_tag and desc_tag.get("content") else ""
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desc_len = len(desc) if desc else 0
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desc_status = "good" if desc and 50 <= desc_len <= 160 else "warning" if desc else "error"
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result["details"]["meta_description"] = {
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"content": desc,
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"length": desc_len,
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"status": desc_status
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}
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if not desc:
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result["checks"].append({"type": "error", "message": "Missing meta description"})
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result["suggestions"].append("Add a meta description summarizing your page content")
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elif desc_len > 160:
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result["checks"].append({"type": "warning", "message": f"Meta description is too long ({desc_len} chars)"})
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result["suggestions"].append("Keep meta description under 160 characters")
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elif desc_len < 50:
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result["checks"].append({"type": "warning", "message": f"Meta description is too short ({desc_len} chars)"})
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result["suggestions"].append("Make meta description more informative (100-160 chars recommended)")
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else:
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result["checks"].append({"type": "good", "message": f"Meta description length is good ({desc_len} chars)"})
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# Canonical URL
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canonical = soup.find("link", rel="canonical")
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canonical_url = canonical.get("href") if canonical else None
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result["details"]["canonical"] = {
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"exists": canonical is not None,
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"url": canonical_url
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}
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if not canonical:
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result["checks"].append({"type": "warning", "message": "Missing canonical link"})
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result["suggestions"].append("Add a canonical link to prevent duplicate content issues")
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else:
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result["checks"].append({"type": "good", "message": "Canonical link is present"})
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# Headings structure
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headings = {f"h{i}": len(soup.find_all(f"h{i}")) for i in range(1, 7)}
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result["details"]["headings"] = headings
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if headings["h1"] == 0:
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result["checks"].append({"type": "error", "message": "No H1 heading found"})
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result["suggestions"].append("Add a single H1 heading that describes your main content")
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elif headings["h1"] > 1:
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result["checks"].append({"type": "warning", "message": f"Multiple H1 headings found ({headings['h1']})"})
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result["suggestions"].append("Use only one H1 heading per page for SEO clarity")
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else:
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result["checks"].append({"type": "good", "message": "Single H1 heading structure is good"})
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if sum(headings.values()) < 3:
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result["checks"].append({"type": "warning", "message": "Few headings used in content"})
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result["suggestions"].append("Structure content with more headings for readability and SEO")
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# Mobile viewport
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viewport = soup.find("meta", attrs={"name": "viewport"})
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result["details"]["viewport"] = viewport is not None
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if not viewport:
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result["checks"].append({"type": "warning", "message": "No viewport meta tag"})
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result["suggestions"].append("Add viewport meta tag for mobile responsiveness")
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else:
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result["checks"].append({"type": "good", "message": "Viewport meta tag is present"})
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# HTTPS check
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is_https = final_url.startswith("https://")
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result["details"]["https"] = is_https
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if not is_https:
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result["checks"].append({"type": "error", "message": "Site is not using HTTPS"})
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result["suggestions"].append("Install SSL and redirect HTTP to HTTPS for security and SEO")
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else:
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result["checks"].append({"type": "good", "message": "Site is using HTTPS"})
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# Images alt text
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images = soup.find_all("img")
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images_no_alt = [img.get('src', '(no src)') for img in images if not img.get("alt")]
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result["details"]["images"] = {
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"total": len(images),
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"missing_alt": len(images_no_alt),
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"examples_missing_alt": images_no_alt[:3]
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}
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if images and images_no_alt:
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result["checks"].append({"type": "warning", "message": f"{len(images_no_alt)} of {len(images)} images missing alt text"})
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result["suggestions"].append("Add descriptive alt attributes to all images for accessibility and SEO")
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elif images:
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result["checks"].append({"type": "good", "message": "All images have alt text"})
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# Check robots.txt and sitemap
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with concurrent.futures.ThreadPoolExecutor() as executor:
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robots_future = executor.submit(self.check_file_exists, urljoin(base_url, "/robots.txt"))
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sitemap_future = executor.submit(self.check_file_exists, urljoin(base_url, "/sitemap.xml"))
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robots_exists = robots_future.result()
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sitemap_exists = sitemap_future.result()
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result["details"]["robots_txt"] = robots_exists
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result["details"]["sitemap_xml"] = sitemap_exists
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if not robots_exists:
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result["checks"].append({"type": "warning", "message": "robots.txt not found"})
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result["suggestions"].append("Create a robots.txt file to guide search engines")
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else:
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result["checks"].append({"type": "good", "message": "robots.txt file exists"})
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if not sitemap_exists:
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result["checks"].append({"type": "warning", "message": "sitemap.xml not found"})
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result["suggestions"].append("Add a sitemap.xml file for better crawling")
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else:
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result["checks"].append({"type": "good", "message": "sitemap.xml file exists"})
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# Open Graph Tags
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og_tags = {
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"title": soup.find("meta", property="og:title") is not None,
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"description": soup.find("meta", property="og:description") is not None,
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"image": soup.find("meta", property="og:image") is not None
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}
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result["details"]["open_graph"] = og_tags
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og_missing = [tag for tag, exists in og_tags.items() if not exists]
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if og_missing:
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result["checks"].append({"type": "warning", "message": f"Missing Open Graph tags: {', '.join(og_missing)}"})
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result["suggestions"].append("Add Open Graph meta tags to improve sharing on social media")
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else:
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result["checks"].append({"type": "good", "message": "Open Graph meta tags are present"})
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# Link analysis
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links = soup.find_all("a", href=True)
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internal_links = []
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external_links = []
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for link in links:
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href = link.get('href', '')
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if not href or href.startswith('#'):
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continue
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if href.startswith('/') or parsed_url.netloc in href:
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internal_links.append(href)
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elif href.startswith(('http://', 'https://')):
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external_links.append(href)
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result["details"]["links"] = {
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"internal": len(internal_links),
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"external": len(external_links),
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"total": len(internal_links) + len(external_links)
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}
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result["checks"].append({"type": "info", "message": f"Found {len(internal_links)} internal and {len(external_links)} external links"})
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if len(internal_links) < 2 and not (len(internal_links) == 0 and len(external_links) == 0):
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result["suggestions"].append("Add more internal links to improve site structure")
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# Text to HTML ratio analysis
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html_size = len(content)
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text = soup.get_text()
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text_size = len(text)
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if html_size > 0:
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text_ratio = (text_size / html_size) * 100
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else:
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text_ratio = 0
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result["details"]["content"] = {
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"html_size": html_size,
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"text_size": text_size,
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"text_ratio": text_ratio
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}
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if text_ratio < 10:
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result["checks"].append({"type": "warning", "message": f"Low text-to-HTML ratio: {text_ratio:.1f}%"})
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result["suggestions"].append("Increase text content relative to HTML for better SEO")
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else:
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result["checks"].append({"type": "good", "message": f"Text-to-HTML ratio: {text_ratio:.1f}%"})
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# Page speed (basic)
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load_time = self.check_page_speed(final_url)
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result["details"]["page_speed"] = load_time
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if load_time:
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if load_time > 2:
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result["checks"].append({"type": "warning", "message": f"Slow page load time: {load_time:.2f} seconds"})
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result["suggestions"].append("Optimize page speed by reducing file sizes and requests")
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else:
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result["checks"].append({"type": "good", "message": f"Page load time: {load_time:.2f} seconds"})
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# Calculate overall score
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scores = {"good": 10, "info": 5, "warning": 0, "error": -10}
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total_points = sum(scores.get(check["type"], 0) for check in result["checks"])
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max_score = 10 * sum(1 for check in result["checks"] if check["type"] in ["good", "error"])
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if max_score > 0:
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percentage_score = min(100, max(0, (total_points + max_score) / (2 * max_score) * 100))
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else:
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percentage_score = 50
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result["score"] = round(percentage_score)
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return result
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def check_file_exists(self, url):
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"""Check if a file exists at the given URL"""
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try:
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response = requests.head(url, headers=self.headers, timeout=5)
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return response.status_code == 200
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except:
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return False
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def generate_chart(self, result):
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"""Generate SEO score chart data"""
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if result["status"] == "error":
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return None
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categories = {
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"title": result["details"]["title"]["status"] == "good",
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"meta_description": result["details"]["meta_description"]["status"] == "good",
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"headings": result["details"]["headings"]["h1"] == 1,
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"https": result["details"]["https"],
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"images": result["details"]["images"]["total"] == 0 or result["details"]["images"]["missing_alt"] == 0,
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"robots_sitemap": result["details"]["robots_txt"] and result["details"]["sitemap_xml"],
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"open_graph": all(result["details"]["open_graph"].values())
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}
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return categories
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def format_result_html(result):
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"""Format the SEO result as HTML for display"""
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if result["status"] == "error":
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return f"""
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<div style="padding: 20px; background-color: #ffebee; border-radius: 8px; margin-bottom: 20px;">
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<h3 style="color: #c62828;">Error</h3>
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<p>{result["message"]}</p>
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</div>
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"""
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# Calculate counts for each check type
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check_counts = {"good": 0, "info": 0, "warning": 0, "error": 0}
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for check in result["checks"]:
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check_counts[check["type"]] = check_counts.get(check["type"], 0) + 1
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# Build the HTML
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html = f"""
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<div style="font-family: Arial, sans-serif;">
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<div style="display: flex; align-items: center; margin-bottom: 20px;">
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| 357 |
-
<div style="width: 120px; height: 120px; position: relative; margin-right: 20px;">
|
| 358 |
-
<div style="position: absolute; width: 100%; height: 100%; border-radius: 50%; background: conic-gradient(
|
| 359 |
-
from 0deg,
|
| 360 |
-
#4caf50 0% {result["score"]}%,
|
| 361 |
-
#e0e0e0 {result["score"]}% 100%
|
| 362 |
-
);"></div>
|
| 363 |
-
<div style="position: absolute; top: 10px; left: 10px; right: 10px; bottom: 10px; background: white; border-radius: 50%; display: flex; align-items: center; justify-content: center; flex-direction: column;">
|
| 364 |
-
<span style="font-size: 28px; font-weight: bold;">{result["score"]}</span>
|
| 365 |
-
<span style="font-size: 12px;">SEO Score</span>
|
| 366 |
-
</div>
|
| 367 |
-
</div>
|
| 368 |
-
<div>
|
| 369 |
-
<h2 style="margin: 0 0 10px 0;">SEO Report for {result["url"]}</h2>
|
| 370 |
-
<div style="display: flex; flex-wrap: wrap; gap: 10px;">
|
| 371 |
-
<span style="background-color: #e8f5e9; color: #2e7d32; padding: 5px 10px; border-radius: 4px; font-size: 12px;">
|
| 372 |
-
✓ {check_counts["good"]} Passed
|
| 373 |
-
</span>
|
| 374 |
-
<span style="background-color: #fff8e1; color: #f57c00; padding: 5px 10px; border-radius: 4px; font-size: 12px;">
|
| 375 |
-
⚠ {check_counts["warning"]} Warnings
|
| 376 |
-
</span>
|
| 377 |
-
<span style="background-color: #ffebee; color: #c62828; padding: 5px 10px; border-radius: 4px; font-size: 12px;">
|
| 378 |
-
✕ {check_counts["error"]} Errors
|
| 379 |
-
</span>
|
| 380 |
-
<span style="background-color: #e3f2fd; color: #1565c0; padding: 5px 10px; border-radius: 4px; font-size: 12px;">
|
| 381 |
-
ℹ {check_counts["info"]} Info
|
| 382 |
-
</span>
|
| 383 |
-
</div>
|
| 384 |
-
<div style="margin-top: 10px; color: #555; font-size: 13px;">
|
| 385 |
-
Generated on {datetime.now().strftime('%Y-%m-%d %H:%M')}
|
| 386 |
-
</div>
|
| 387 |
-
</div>
|
| 388 |
-
</div>
|
| 389 |
-
|
| 390 |
-
<div style="display: grid; grid-template-columns: 1fr 1fr; gap: 20px; margin-bottom: 20px;">
|
| 391 |
-
<div style="background-color: #f5f5f5; border-radius: 8px; padding: 15px;">
|
| 392 |
-
<h3 style="margin-top: 0; color: #333;">Page Details</h3>
|
| 393 |
-
<table style="width: 100%; border-collapse: collapse;">
|
| 394 |
-
<tr>
|
| 395 |
-
<td style="padding: 8px 0; border-bottom: 1px solid #ddd; width: 40%; color: #777;">Title</td>
|
| 396 |
-
<td style="padding: 8px 0; border-bottom: 1px solid #ddd;">
|
| 397 |
-
{result["details"]["title"]["content"] or "Missing"}
|
| 398 |
-
<div style="font-size: 12px; color: #777; margin-top: 4px;">
|
| 399 |
-
Length: {result["details"]["title"]["length"]} chars
|
| 400 |
-
{" ✓" if result["details"]["title"]["status"] == "good" else " ⚠"}
|
| 401 |
-
</div>
|
| 402 |
-
</td>
|
| 403 |
-
</tr>
|
| 404 |
-
<tr>
|
| 405 |
-
<td style="padding: 8px 0; border-bottom: 1px solid #ddd; color: #777;">Meta Description</td>
|
| 406 |
-
<td style="padding: 8px 0; border-bottom: 1px solid #ddd;">
|
| 407 |
-
{result["details"]["meta_description"]["content"] or "Missing"}
|
| 408 |
-
<div style="font-size: 12px; color: #777; margin-top: 4px;">
|
| 409 |
-
Length: {result["details"]["meta_description"]["length"]} chars
|
| 410 |
-
{" ✓" if result["details"]["meta_description"]["status"] == "good" else " ⚠"}
|
| 411 |
-
</div>
|
| 412 |
-
</td>
|
| 413 |
-
</tr>
|
| 414 |
-
<tr>
|
| 415 |
-
<td style="padding: 8px 0; border-bottom: 1px solid #ddd; color: #777;">Headings</td>
|
| 416 |
-
<td style="padding: 8px 0; border-bottom: 1px solid #ddd;">
|
| 417 |
-
H1: {result["details"]["headings"]["h1"]},
|
| 418 |
-
H2: {result["details"]["headings"]["h2"]},
|
| 419 |
-
H3: {result["details"]["headings"]["h3"]}
|
| 420 |
-
</td>
|
| 421 |
-
</tr>
|
| 422 |
-
<tr>
|
| 423 |
-
<td style="padding: 8px 0; border-bottom: 1px solid #ddd; color: #777;">Security & Files</td>
|
| 424 |
-
<td style="padding: 8px 0; border-bottom: 1px solid #ddd;">
|
| 425 |
-
HTTPS: {"✓" if result["details"]["https"] else "✕"},
|
| 426 |
-
robots.txt: {"✓" if result["details"]["robots_txt"] else "✕"},
|
| 427 |
-
sitemap.xml: {"✓" if result["details"]["sitemap_xml"] else "✕"}
|
| 428 |
-
</td>
|
| 429 |
-
</tr>
|
| 430 |
-
<tr>
|
| 431 |
-
<td style="padding: 8px 0; border-bottom: 1px solid #ddd; color: #777;">Links</td>
|
| 432 |
-
<td style="padding: 8px 0; border-bottom: 1px solid #ddd;">
|
| 433 |
-
Internal: {result["details"]["links"]["internal"]},
|
| 434 |
-
External: {result["details"]["links"]["external"]}
|
| 435 |
-
</td>
|
| 436 |
-
</tr>
|
| 437 |
-
<tr>
|
| 438 |
-
<td style="padding: 8px 0; color: #777;">Images</td>
|
| 439 |
-
<td style="padding: 8px 0;">
|
| 440 |
-
Total: {result["details"]["images"]["total"]},
|
| 441 |
-
Missing alt: {result["details"]["images"]["missing_alt"]}
|
| 442 |
-
</td>
|
| 443 |
-
</tr>
|
| 444 |
-
</table>
|
| 445 |
-
</div>
|
| 446 |
-
|
| 447 |
-
<div style="background-color: #f5f5f5; border-radius: 8px; padding: 15px;">
|
| 448 |
-
<h3 style="margin-top: 0; color: #333;">Top Potential Keywords</h3>
|
| 449 |
-
<div style="max-height: 200px; overflow-y: auto;">
|
| 450 |
-
<table style="width: 100%; border-collapse: collapse;">
|
| 451 |
-
<tr style="background-color: #eee;">
|
| 452 |
-
<th style="padding: 8px; text-align: left; border-bottom: 1px solid #ddd;">Keyword</th>
|
| 453 |
-
<th style="padding: 8px; text-align: right; border-bottom: 1px solid #ddd;">Frequency</th>
|
| 454 |
-
</tr>
|
| 455 |
-
"""
|
| 456 |
-
|
| 457 |
-
# Add keyword rows
|
| 458 |
-
for keyword, count in result["keywords"]:
|
| 459 |
-
html += f"""
|
| 460 |
-
<tr>
|
| 461 |
-
<td style="padding: 8px; border-bottom: 1px solid #ddd;">{keyword}</td>
|
| 462 |
-
<td style="padding: 8px; border-bottom: 1px solid #ddd; text-align: right;">{count}</td>
|
| 463 |
-
</tr>
|
| 464 |
-
"""
|
| 465 |
-
|
| 466 |
-
html += """
|
| 467 |
-
</table>
|
| 468 |
-
</div>
|
| 469 |
-
</div>
|
| 470 |
-
</div>
|
| 471 |
-
|
| 472 |
-
<div style="margin-bottom: 20px;">
|
| 473 |
-
<h3 style="color: #333;">SEO Checks</h3>
|
| 474 |
-
<div style="display: grid; grid-template-columns: repeat(auto-fill, minmax(300px, 1fr)); gap: 15px;">
|
| 475 |
-
"""
|
| 476 |
-
|
| 477 |
-
# Add check cards
|
| 478 |
-
icons = {
|
| 479 |
-
"good": "✓",
|
| 480 |
-
"info": "ℹ",
|
| 481 |
-
"warning": "⚠",
|
| 482 |
-
"error": "✕"
|
| 483 |
-
}
|
| 484 |
-
|
| 485 |
-
bg_colors = {
|
| 486 |
-
"good": "#e8f5e9",
|
| 487 |
-
"info": "#e3f2fd",
|
| 488 |
-
"warning": "#fff8e1",
|
| 489 |
-
"error": "#ffebee"
|
| 490 |
-
}
|
| 491 |
-
|
| 492 |
-
text_colors = {
|
| 493 |
-
"good": "#2e7d32",
|
| 494 |
-
"info": "#1565c0",
|
| 495 |
-
"warning": "#f57c00",
|
| 496 |
-
"error": "#c62828"
|
| 497 |
-
}
|
| 498 |
-
|
| 499 |
-
for check in result["checks"]:
|
| 500 |
-
html += f"""
|
| 501 |
-
<div style="background-color: {bg_colors[check["type"]]}; border-radius: 8px; padding: 12px; position: relative;">
|
| 502 |
-
<div style="position: absolute; top: 12px; right: 12px; font-size: 18px;">
|
| 503 |
-
{icons[check["type"]]}
|
| 504 |
-
</div>
|
| 505 |
-
<div style="color: {text_colors[check["type"]]}; margin-bottom: 5px; font-weight: bold;">
|
| 506 |
-
{check["type"].capitalize()}
|
| 507 |
-
</div>
|
| 508 |
-
<div style="color: #333;">
|
| 509 |
-
{check["message"]}
|
| 510 |
-
</div>
|
| 511 |
-
</div>
|
| 512 |
-
"""
|
| 513 |
-
|
| 514 |
-
html += """
|
| 515 |
-
</div>
|
| 516 |
-
</div>
|
| 517 |
-
|
| 518 |
-
<div style="background-color: #f5f5f5; border-radius: 8px; padding: 15px; margin-bottom: 20px;">
|
| 519 |
-
<h3 style="margin-top: 0; color: #333;">Improvement Suggestions</h3>
|
| 520 |
-
<ul style="margin: 0; padding-left: 20px;">
|
| 521 |
-
"""
|
| 522 |
-
|
| 523 |
-
# Add suggestions
|
| 524 |
-
for suggestion in result["suggestions"]:
|
| 525 |
-
html += f"""
|
| 526 |
-
<li style="margin-bottom: 8px;">{suggestion}</li>
|
| 527 |
-
"""
|
| 528 |
-
|
| 529 |
-
html += """
|
| 530 |
-
</ul>
|
| 531 |
-
</div>
|
| 532 |
-
</div>
|
| 533 |
-
"""
|
| 534 |
-
|
| 535 |
-
return html
|
| 536 |
-
|
| 537 |
-
def seo_analysis(url):
|
| 538 |
-
"""Run the SEO analysis and return results in structured format"""
|
| 539 |
-
checker = SEOChecker()
|
| 540 |
-
result = checker.analyze_seo(url)
|
| 541 |
-
|
| 542 |
-
if result["status"] == "error":
|
| 543 |
-
return result["message"], "", ""
|
| 544 |
-
|
| 545 |
-
# Format text report
|
| 546 |
-
text_report = f"SEO Score: {result['score']}/100 for {result['url']}\n\n"
|
| 547 |
-
text_report += "--- SEO CHECKS ---\n"
|
| 548 |
-
|
| 549 |
-
for check in result["checks"]:
|
| 550 |
-
icon = "✓" if check["type"] == "good" else "ℹ" if check["type"] == "info" else "⚠" if check["type"] == "warning" else "✕"
|
| 551 |
-
text_report += f"{icon} {check['message']}\n"
|
| 552 |
-
|
| 553 |
-
text_report += "\n--- SUGGESTIONS ---\n"
|
| 554 |
-
for i, suggestion in enumerate(result["suggestions"], 1):
|
| 555 |
-
text_report += f"{i}. {suggestion}\n"
|
| 556 |
-
|
| 557 |
-
# Format HTML report
|
| 558 |
-
html_report = format_result_html(result)
|
| 559 |
-
|
| 560 |
-
# Generate chart data
|
| 561 |
-
chart_data = checker.generate_chart(result)
|
| 562 |
-
chart_html = ""
|
| 563 |
-
|
| 564 |
-
if chart_data:
|
| 565 |
-
# Create simple chart
|
| 566 |
-
categories = list(chart_data.keys())
|
| 567 |
-
values = [int(v) * 100 for v in chart_data.values()]
|
| 568 |
-
|
| 569 |
-
plt.figure(figsize=(10, 6))
|
| 570 |
-
colors = ['#4caf50' if v == 100 else '#f57c00' for v in values]
|
| 571 |
-
|
| 572 |
-
y_pos = np.arange(len(categories))
|
| 573 |
-
plt.barh(y_pos, values, color=colors)
|
| 574 |
-
plt.yticks(y_pos, [c.replace('_', ' ').title() for c in categories])
|
| 575 |
-
plt.xlim(0, 100)
|
| 576 |
-
plt.title('SEO Category Performance')
|
| 577 |
-
plt.xlabel('Score (%)')
|
| 578 |
-
|
| 579 |
-
for i, v in enumerate(values):
|
| 580 |
-
plt.text(v + 5, i, f"{v}%" if v > 0 else "0%", va='center')
|
| 581 |
-
|
| 582 |
-
# Save to file
|
| 583 |
-
chart_file = "seo_chart.png"
|
| 584 |
-
plt.tight_layout()
|
| 585 |
-
plt.savefig(chart_file)
|
| 586 |
-
plt.close()
|
| 587 |
-
|
| 588 |
-
# Create HTML image reference
|
| 589 |
-
chart_html = f'<img src="file={chart_file}" alt="SEO Performance Chart" style="width:100%;max-width:800px;">'
|
| 590 |
-
|
| 591 |
-
return text_report, html_report, chart_html
|
| 592 |
-
|
| 593 |
-
def generate_example_report():
|
| 594 |
-
"""Generate an example report for the demo"""
|
| 595 |
-
checker = SEOChecker()
|
| 596 |
-
sample_urls = [
|
| 597 |
-
"https://example.com",
|
| 598 |
-
"https://websitelayout.net",
|
| 599 |
-
"https://yahoo.com"
|
| 600 |
-
]
|
| 601 |
-
|
| 602 |
-
# Select a random sample URL
|
| 603 |
-
import random
|
| 604 |
-
sample_url = random.choice(sample_urls)
|
| 605 |
-
|
| 606 |
-
# Run analysis
|
| 607 |
-
result = checker.analyze_seo(sample_url)
|
| 608 |
-
|
| 609 |
-
if result["status"] == "error":
|
| 610 |
-
return f"Error analyzing {sample_url}: {result.get('message', 'Unknown error')}", "", ""
|
| 611 |
-
|
| 612 |
-
# Format text report
|
| 613 |
-
text_report = f"SAMPLE REPORT - URL: {sample_url}\n\n"
|
| 614 |
-
text_report += f"SEO Score: {result['score']}/100\n\n"
|
| 615 |
-
text_report += "--- KEY FINDINGS ---\n"
|
| 616 |
-
|
| 617 |
-
for check in result["checks"][:5]: # Just show top 5 findings
|
| 618 |
-
icon = "✓" if check["type"] == "good" else "ℹ" if check["type"] == "info" else "⚠" if check["type"] == "warning" else "✕"
|
| 619 |
-
text_report += f"{icon} {check['message']}\n"
|
| 620 |
-
|
| 621 |
-
text_report += "\n(This is an example report - enter your own URL for a full analysis)"
|
| 622 |
-
|
| 623 |
-
# HTML report
|
| 624 |
-
html_report = format_result_html(result)
|
| 625 |
-
html_report += '<div style="background-color: #e3f2fd; color: #0d47a1; padding: 10px; border-radius: 4px; margin-top: 20px; text-align: center;">This is an example report - enter your own URL for a full analysis</div>'
|
| 626 |
-
|
| 627 |
-
# Generate chart data
|
| 628 |
-
chart_data = checker.generate_chart(result)
|
| 629 |
-
chart_html = ""
|
| 630 |
-
|
| 631 |
-
return text_report, html_report, chart_html
|
| 632 |
-
|
| 633 |
-
# Set up the Gradio interface
|
| 634 |
-
def create_interface():
|
| 635 |
-
with gr.Blocks(theme=gr.themes.Soft(primary_hue="teal"), css="""
|
| 636 |
-
.container { max-width: 1200px; margin: 0 auto; }
|
| 637 |
-
.header { margin-bottom: 20px; text-align: center; }
|
| 638 |
-
.header h1 { margin-bottom: 5px; color: #1e88e5; }
|
| 639 |
-
.header p { color: #555; }
|
| 640 |
-
.footer { margin-top: 30px; text-align: center; color: #777; font-size: 12px; }
|
| 641 |
-
.score-box { display: flex; align-items: center; gap: 20px; padding: 20px; margin-bottom: 20px; }
|
| 642 |
-
.url-input { margin-bottom: 20px; }
|
| 643 |
-
.report-container { border-radius: 10px; overflow: hidden; }
|
| 644 |
-
""") as demo:
|
| 645 |
-
gr.HTML("""
|
| 646 |
-
<div class="header">
|
| 647 |
-
<h1>Advanced SEO Website Analyzer</h1>
|
| 648 |
-
<p>Perform a comprehensive SEO audit of any website with detailed insights and recommendations</p>
|
| 649 |
-
</div>
|
| 650 |
-
""")
|
| 651 |
-
|
| 652 |
-
with gr.Row(equal_height=True):
|
| 653 |
-
with gr.Column():
|
| 654 |
-
url_input = gr.Textbox(
|
| 655 |
-
label="Website URL to Analyze",
|
| 656 |
-
placeholder="Enter URL (e.g., example.com or https://example.com)",
|
| 657 |
-
scale=3
|
| 658 |
-
)
|
| 659 |
-
|
| 660 |
-
with gr.Row():
|
| 661 |
-
analyze_btn = gr.Button("Analyze Website", variant="primary", scale=2)
|
| 662 |
-
example_btn = gr.Button("See Example Report", scale=1)
|
| 663 |
-
|
| 664 |
-
text_output = gr.Textbox(
|
| 665 |
-
label="Text Summary",
|
| 666 |
-
placeholder="SEO analysis results will appear here...",
|
| 667 |
-
lines=10,
|
| 668 |
-
max_lines=20
|
| 669 |
-
)
|
| 670 |
-
|
| 671 |
-
with gr.Column():
|
| 672 |
-
html_output = gr.HTML(
|
| 673 |
-
label="Visual Report",
|
| 674 |
-
value='<div style="height: 400px; display: flex; justify-content: center; align-items: center; background-color: #f5f5f5; border-radius: 8px;"><p style="color: #777;">Enter a URL and click "Analyze Website" to see a detailed report here.</p></div>'
|
| 675 |
-
)
|
| 676 |
-
|
| 677 |
-
with gr.Row():
|
| 678 |
-
chart_output = gr.HTML(
|
| 679 |
-
label="Performance Chart",
|
| 680 |
-
value=""
|
| 681 |
-
)
|
| 682 |
-
|
| 683 |
-
gr.HTML("""
|
| 684 |
-
<div class="footer">
|
| 685 |
-
<p>© 2025 SEO Website Analyzer | Provides quick, comprehensive SEO analysis</p>
|
| 686 |
-
</div>
|
| 687 |
-
""")
|
| 688 |
-
|
| 689 |
-
# Connect the components
|
| 690 |
-
analyze_btn.click(
|
| 691 |
-
fn=seo_analysis,
|
| 692 |
-
inputs=url_input,
|
| 693 |
-
outputs=[text_output, html_output, chart_output]
|
| 694 |
-
)
|
| 695 |
-
|
| 696 |
-
example_btn.click(
|
| 697 |
-
fn=generate_example_report,
|
| 698 |
-
inputs=[],
|
| 699 |
-
outputs=[text_output, html_output, chart_output]
|
| 700 |
-
)
|
| 701 |
-
|
| 702 |
-
return demo
|
| 703 |
-
|
| 704 |
-
# Run the app
|
| 705 |
-
if __name__ == "__main__":
|
| 706 |
-
demo = create_interface()
|
| 707 |
-
demo.launch(share=True)
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