AppHighway für Marketing-Agenturen: Content-Produktion 10x skalieren

// Mehrsprachige Blog-Übersetzungs-Automatisierung
const translateBlogPost = async (postId, targetLanguages) => {
  // 1. Original-Post aus CMS abrufen
  const originalPost = await fetchFromWordPress(postId);
  
  // 2. In mehrere Sprachen parallel übersetzen
  const translations = await Promise.all(
    targetLanguages.map(async (lang) => {
      // Content übersetzen
      const translated = await fetch('https://apphighway.com/api/v1/translation', {
        method: 'POST',
        headers: {
          'Authorization': `Bearer ${API_KEY}`,
          'Content-Type': 'application/json'
        },
        body: JSON.stringify({
          text: originalPost.content,
          target_language: lang,
          preserve_formatting: true,
          seo_optimize: true
        })
      });
      
      // 3. Ton für Markenkonsistenz anpassen
      const toneAdapted = await fetch('https://apphighway.com/api/v1/tone-rewriter', {
        method: 'POST',
        headers: {
          'Authorization': `Bearer ${API_KEY}`,
          'Content-Type': 'application/json'
        },
        body: JSON.stringify({
          text: translated.json().translated_text,
          target_tone: 'professional-friendly',
          preserve_meaning: true
        })
      });
      
      return {
        language: lang,
        content: toneAdapted.json().rewritten_text
      };
    })
  );
  
  // 4. Übersetzungen im CMS veröffentlichen
  for (const translation of translations) {
    await publishToWordPress({
      ...originalPost,
      content: translation.content,
      language: translation.language
    });
  }
  
  return translations;
};

// Beispiel: Post in 10 Sprachen übersetzen
await translateBlogPost(
  'post-12345',
  ['es', 'fr', 'de', 'it', 'pt', 'nl', 'sv', 'no', 'da', 'fi']
);

// Social-Media-Varianten aus Blog-Post generieren
const generateSocialMedia = async (blogUrl) => {
  // 1. Blog-Post zusammenfassen
  const summary = await fetch('https://apphighway.com/api/v1/summarization', {
    method: 'POST',
    headers: {
      'Authorization': `Bearer ${API_KEY}`,
      'Content-Type': 'application/json'
    },
    body: JSON.stringify({
      url: blogUrl,
      summary_type: 'key_points',
      max_points: 10
    })
  });
  
  const keyPoints = await summary.json();
  
  // 2. Plattformspezifische Posts generieren
  const platforms = [
    {
      name: 'LinkedIn',
      tone: 'professional-insightful',
      maxLength: 3000,
      hashtags: 3
    },
    {
      name: 'Twitter',
      tone: 'casual-engaging',
      maxLength: 280,
      hashtags: 2
    },
    {
      name: 'Instagram',
      tone: 'friendly-inspirational',
      maxLength: 2200,
      hashtags: 15
    },
    {
      name: 'Facebook',
      tone: 'conversational-friendly',
      maxLength: 5000,
      hashtags: 5
    }
  ];
  
  const posts = await Promise.all(
    platforms.map(async (platform) => {
      // Mehrere Varianten aus verschiedenen Kernpunkten erstellen
      const variants = await Promise.all(
        keyPoints.key_points.slice(0, 5).map(async (point) => {
          const post = await fetch('https://apphighway.com/api/v1/tone-rewriter', {
            method: 'POST',
            headers: {
              'Authorization': `Bearer ${API_KEY}`,
              'Content-Type': 'application/json'
            },
            body: JSON.stringify({
              text: point,
              target_tone: platform.tone,
              max_length: platform.maxLength,
              include_hashtags: platform.hashtags,
              include_call_to_action: true
            })
          });
          
          return (await post.json()).rewritten_text;
        })
      );
      
      return {
        platform: platform.name,
        posts: variants
      };
    })
  );
  
  // 3. Via Buffer-API planen
  for (const platformPosts of posts) {
    for (const post of platformPosts.posts) {
      await scheduleToBuffer({
        platform: platformPosts.platform,
        content: post,
        schedule: calculateOptimalPostTime(platformPosts.platform)
      });
    }
  }
  
  return posts;
};

// Beispielverwendung
await generateSocialMedia('https://agentur.de/blog/marketing-trends-2024');

// Automatisierte Kundenberichts-Generierung
const generateClientReport = async (clientId, month) => {
  // 1. Daten aus mehreren Quellen abrufen
  const [gaData, semrushData, socialData] = await Promise.all([
    fetchGoogleAnalytics(clientId, month),
    fetchSEMrush(clientId, month),
    fetchSocialMetrics(clientId, month)
  ]);
  
  // 2. CSV-Daten in JSON konvertieren
  const structuredData = await fetch('https://apphighway.com/api/v1/csv-to-json', {
    method: 'POST',
    headers: {
      'Authorization': `Bearer ${API_KEY}`,
      'Content-Type': 'application/json'
    },
    body: JSON.stringify({
      csv_data: gaData.csvExport,
      infer_schema: true,
      parse_numbers: true
    })
  });
  
  const jsonData = await structuredData.json();
  
  // 3. Insights mit Structify extrahieren
  const insights = await fetch('https://apphighway.com/api/v1/structify', {
    method: 'POST',
    headers: {
      'Authorization': `Bearer ${API_KEY}`,
      'Content-Type': 'application/json'
    },
    body: JSON.stringify({
      text: JSON.stringify(jsonData),
      schema: {
        key_metrics: {
          traffic_change: 'percentage',
          top_performing_pages: 'array',
          conversion_rate: 'number',
          bounce_rate: 'number'
        },
        trends: {
          growth_areas: 'array',
          declining_areas: 'array',
          opportunities: 'array'
        },
        recommendations: {
          immediate_actions: 'array',
          strategic_initiatives: 'array'
        }
      }
    })
  });
  
  const structuredInsights = await insights.json();
  
  // 4. Executive Summary generieren
  const summary = await fetch('https://apphighway.com/api/v1/summarization', {
    method: 'POST',
    headers: {
      'Authorization': `Bearer ${API_KEY}`,
      'Content-Type': 'application/json'
    },
    body: JSON.stringify({
      text: JSON.stringify(structuredInsights),
      summary_type: 'executive',
      tone: 'professional',
      include_recommendations: true
    })
  });
  
  const executiveSummary = await summary.json();
  
  // 5. Berichts-PDF generieren
  const report = {
    client: clientId,
    month: month,
    executive_summary: executiveSummary.summary,
    metrics: structuredInsights.key_metrics,
    trends: structuredInsights.trends,
    recommendations: structuredInsights.recommendations,
    raw_data: jsonData
  };
  
  const pdf = await generatePDFReport(report);
  
  // 6. An Kunde senden
  await sendClientEmail({
    to: getClientEmail(clientId),
    subject: `${month} Performance-Bericht`,
    body: executiveSummary.summary,
    attachments: [pdf]
  });
  
  return report;
};

// Beispiel: Bericht für alle Kunden generieren
const clients = await getActiveClients();
for (const client of clients) {
  await generateClientReport(client.id, 'August 2024');
}

// SEO-Content-Optimierungs-Automatisierung
const optimizeForSEO = async (targetKeyword, competitors) => {
  // 1. Wettbewerber-Content analysieren
  const competitorAnalysis = await Promise.all(
    competitors.map(async (url) => {
      const metadata = await fetch('https://apphighway.com/api/v1/url-metadata', {
        method: 'POST',
        headers: {
          'Authorization': `Bearer ${API_KEY}`,
          'Content-Type': 'application/json'
        },
        body: JSON.stringify({ url })
      });
      return metadata.json();
    })
  );
  
  // 2. Häufige Fragen aus Wettbewerber-Content extrahieren
  const allCompetitorText = competitorAnalysis
    .map(c => c.description + ' ' + c.content)
    .join('\n\n');
  
  const questions = await fetch('https://apphighway.com/api/v1/qa-extractor', {
    method: 'POST',
    headers: {
      'Authorization': `Bearer ${API_KEY}`,
      'Content-Type': 'application/json'
    },
    body: JSON.stringify({
      text: allCompetitorText,
      max_questions: 15,
      keyword_focus: targetKeyword
    })
  });
  
  const faqQuestions = await questions.json();
  
  // 3. Content-Outline generieren
  const outline = await fetch('https://apphighway.com/api/v1/feature-generator', {
    method: 'POST',
    headers: {
      'Authorization': `Bearer ${API_KEY}`,
      'Content-Type': 'application/json'
    },
    body: JSON.stringify({
      product_description: `SEO-Content für Keyword: ${targetKeyword}`,
      focus_area: 'comprehensive blog post',
      competitor_features: competitorAnalysis.map(c => c.title),
      max_features: 10
    })
  });
  
  const contentOutline = await outline.json();
  
  // 4. Meta-Beschreibungen generieren
  const metaDescription = await fetch('https://apphighway.com/api/v1/summarization', {
    method: 'POST',
    headers: {
      'Authorization': `Bearer ${API_KEY}`,
      'Content-Type': 'application/json'
    },
    body: JSON.stringify({
      text: contentOutline.features.join('\n'),
      summary_type: 'brief',
      max_length: 160,
      include_keyword: targetKeyword
    })
  });
  
  const meta = await metaDescription.json();
  
  // 5. Umfassendes Autoren-Briefing erstellen
  const writerBrief = {
    keyword: targetKeyword,
    target_word_count: 2000,
    content_outline: contentOutline.features,
    faq_section: faqQuestions.questions,
    meta_title: `${targetKeyword} - Kompletter Leitfaden [${new Date().getFullYear()}]`,
    meta_description: meta.summary,
    competitor_gaps: identifyContentGaps(competitorAnalysis),
    internal_links: suggestInternalLinks(targetKeyword),
    external_links: competitorAnalysis.slice(0, 3).map(c => c.url)
  };
  
  return writerBrief;
};

// Beispielverwendung
const brief = await optimizeForSEO(
  'Marketing-Automatisierungs-Tools',
  [
    'https://wettbewerber1.de/marketing-automatisierung',
    'https://wettbewerber2.de/automatisierungs-leitfaden',
    'https://wettbewerber3.de/marketing-tools'
  ]
);

// E-Mail-Newsletter-Automatisierung
const generateNewsletter = async (timeframe = 'weekly') => {
  // 1. Aktuelle Blog-Posts abrufen
  const recentPosts = await fetchRecentPosts(timeframe); // Letzte 7 oder 30 Tage
  
  // 2. Jeden Post zusammenfassen
  const postSummaries = await Promise.all(
    recentPosts.map(async (post) => {
      const summary = await fetch('https://apphighway.com/api/v1/summarization', {
        method: 'POST',
        headers: {
          'Authorization': `Bearer ${API_KEY}`,
          'Content-Type': 'application/json'
        },
        body: JSON.stringify({
          text: post.content,
          summary_type: 'brief',
          max_length: 150,
          preserve_key_points: true
        })
      });
      
      const summaryData = await summary.json();
      
      // 3. Ton für E-Mail anpassen
      const emailTone = await fetch('https://apphighway.com/api/v1/tone-rewriter', {
        method: 'POST',
        headers: {
          'Authorization': `Bearer ${API_KEY}`,
          'Content-Type': 'application/json'
        },
        body: JSON.stringify({
          text: summaryData.summary,
          target_tone: 'conversational-engaging',
          include_call_to_action: true,
          cta_text: 'Vollständigen Artikel lesen →'
        })
      });
      
      const emailContent = await emailTone.json();
      
      return {
        title: post.title,
        summary: emailContent.rewritten_text,
        url: post.url,
        image: post.featured_image
      };
    })
  );
  
  // 4. Betreffzeile generieren
  const subjectLine = await generateSubjectLine(
    postSummaries,
    timeframe
  );
  
  // 5. Newsletter-Vorlage erstellen
  const newsletter = {
    subject: subjectLine,
    preview_text: `${postSummaries.length} neue Insights diese ${timeframe === 'weekly' ? 'Woche' : 'Monat'}`,
    header: {
      greeting: `Hallo {FIRST_NAME},`,
      intro: `Hier sind die Top-Insights dieser ${timeframe === 'weekly' ? 'Woche' : 'Monat'} aus unserem Blog:`
    },
    content: postSummaries.map((post, index) => ({
      section_number: index + 1,
      title: post.title,
      summary: post.summary,
      image: post.image,
      cta_link: post.url,
      cta_text: 'Mehr lesen →'
    })),
    footer: {
      social_links: getSocialLinks(),
      unsubscribe_link: '{UNSUBSCRIBE_URL}'
    }
  };
  
  // 6. Via Mailchimp versenden
  const campaign = await createMailchimpCampaign({
    subject_line: newsletter.subject,
    preview_text: newsletter.preview_text,
    template_id: 'newsletter_template',
    content: newsletter
  });
  
  // 7. Versand planen
  await scheduleMailchimpCampaign(campaign.id, {
    send_time: calculateOptimalSendTime(),
    timezone: 'Europe/Berlin'
  });
  
  return newsletter;
};

// Betreffzeile basierend auf Content generieren
const generateSubjectLine = async (summaries, timeframe) => {
  const allTitles = summaries.map(s => s.title).join(', ');
  
  const subjectLine = await fetch('https://apphighway.com/api/v1/tone-rewriter', {
    method: 'POST',
    headers: {
      'Authorization': `Bearer ${API_KEY}`,
      'Content-Type': 'application/json'
    },
    body: JSON.stringify({
      text: `${timeframe === 'weekly' ? 'Wöchentlicher' : 'Monatlicher'} Newsletter: ${allTitles}`,
      target_tone: 'engaging-curious',
      max_length: 60,
      format: 'subject_line'
    })
  });
  
  return (await subjectLine.json()).rewritten_text;
};

// Beispiel: Wöchentlichen Newsletter generieren
await generateNewsletter('weekly');

// Video-Skript-Generierungs-Automatisierung
const generateVideoScript = async (sourceUrl, videoType = 'explainer') => {
  // 1. Quell-Content abrufen
  const sourceContent = await fetchContent(sourceUrl);
  
  // 2. Kernpunkte für Video extrahieren
  const keyPoints = await fetch('https://apphighway.com/api/v1/summarization', {
    method: 'POST',
    headers: {
      'Authorization': `Bearer ${API_KEY}`,
      'Content-Type': 'application/json'
    },
    body: JSON.stringify({
      text: sourceContent.text,
      summary_type: 'key_points',
      max_points: 5,
      prioritize: 'actionable'
    })
  });
  
  const points = await keyPoints.json();
  
  // 3. Video-Skript-Struktur generieren
  const scriptSections = [
    {
      scene: 'Hook (0-15 Sekunden)',
      purpose: 'Aufmerksamkeit erregen',
      content: await generateHook(points.key_points[0])
    },
    {
      scene: 'Einleitung (15-30 Sekunden)',
      purpose: 'Kontext setzen',
      content: await generateIntro(sourceContent.title)
    },
    ...await Promise.all(
      points.key_points.map(async (point, index) => ({
        scene: `Hauptpunkt ${index + 1} (30-60 Sekunden)`,
        purpose: 'Wert liefern',
        content: await generateSceneContent(point, videoType)
      }))
    ),
    {
      scene: 'Fazit (15-30 Sekunden)',
      purpose: 'Zusammenfassen und CTA',
      content: await generateConclusion(points.key_points)
    }
  ];
  
  // 4. Ton für Video anpassen
  const fullScript = await Promise.all(
    scriptSections.map(async (section) => {
      const videoTone = await fetch('https://apphighway.com/api/v1/tone-rewriter', {
        method: 'POST',
        headers: {
          'Authorization': `Bearer ${API_KEY}`,
          'Content-Type': 'application/json'
        },
        body: JSON.stringify({
          text: section.content,
          target_tone: 'conversational-enthusiastic',
          format: 'spoken_word',
          max_length: section.scene.includes('Hook') ? 50 : 200
        })
      });
      
      const toneAdapted = await videoTone.json();
      
      return {
        ...section,
        voiceover: toneAdapted.rewritten_text,
        visual_direction: generateVisualDirection(section.scene),
        estimated_duration: calculateDuration(toneAdapted.rewritten_text)
      };
    })
  );
  
  // 5. Vollständiges Skript-Dokument generieren
  const completeScript = {
    title: sourceContent.title,
    video_type: videoType,
    total_duration: fullScript.reduce((sum, s) => sum + s.estimated_duration, 0),
    scenes: fullScript,
    production_notes: generateProductionNotes(videoType),
    teleprompter_text: fullScript.map(s => s.voiceover).join('\n\n'),
    b_roll_suggestions: generateBRollSuggestions(points.key_points)
  };
  
  return completeScript;
};

// Ansprechenden Hook generieren
const generateHook = async (keyPoint) => {
  const hook = await fetch('https://apphighway.com/api/v1/tone-rewriter', {
    method: 'POST',
    headers: {
      'Authorization': `Bearer ${API_KEY}`,
      'Content-Type': 'application/json'
    },
    body: JSON.stringify({
      text: keyPoint,
      target_tone: 'intriguing-urgent',
      format: 'question_or_statement',
      max_length: 50
    })
  });
  
  return (await hook.json()).rewritten_text;
};

// Szenen-Content generieren
const generateSceneContent = async (point, videoType) => {
  const toneMap = {
    'explainer': 'educational-clear',
    'product_demo': 'enthusiastic-benefit-focused',
    'tutorial': 'instructional-supportive',
    'testimonial': 'authentic-emotional'
  };
  
  const scene = await fetch('https://apphighway.com/api/v1/tone-rewriter', {
    method: 'POST',
    headers: {
      'Authorization': `Bearer ${API_KEY}`,
      'Content-Type': 'application/json'
    },
    body: JSON.stringify({
      text: point,
      target_tone: toneMap[videoType] || 'conversational',
      expand: true,
      include_examples: true
    })
  });
  
  return (await scene.json()).rewritten_text;
};

// Beispiel: Erklärvideo-Skript generieren
const script = await generateVideoScript(
  'https://agentur.de/blog/marketing-automatisierungs-leitfaden',
  'explainer'
);

// Komplette Content-Repurposing-Pipeline
const repurposeContent = async (sourceUrl) => {
  // 1. Quell-Content abrufen und analysieren
  const sourceContent = await fetchContent(sourceUrl);
  
  // 2. Grundlegende Elemente extrahieren
  const [summary, questions, keyPoints] = await Promise.all([
    // Haupt-Zusammenfassung
    fetch('https://apphighway.com/api/v1/summarization', {
      method: 'POST',
      headers: {
        'Authorization': `Bearer ${API_KEY}`,
        'Content-Type': 'application/json'
      },
      body: JSON.stringify({
        text: sourceContent.text,
        summary_type: 'comprehensive',
        max_length: 500
      })
    }).then(r => r.json()),
    
    // FAQ-Fragen
    fetch('https://apphighway.com/api/v1/qa-extractor', {
      method: 'POST',
      headers: {
        'Authorization': `Bearer ${API_KEY}`,
        'Content-Type': 'application/json'
      },
      body: JSON.stringify({
        text: sourceContent.text,
        max_questions: 10
      })
    }).then(r => r.json()),
    
    // Kern-Diskussionspunkte
    fetch('https://apphighway.com/api/v1/summarization', {
      method: 'POST',
      headers: {
        'Authorization': `Bearer ${API_KEY}`,
        'Content-Type': 'application/json'
      },
      body: JSON.stringify({
        text: sourceContent.text,
        summary_type: 'key_points',
        max_points: 8
      })
    }).then(r => r.json())
  ]);
  
  // 3. Alle Content-Varianten parallel generieren
  const repurposedContent = await Promise.all([
    // Social Media (LinkedIn, Twitter, Instagram, Facebook)
    generateSocialVariants(keyPoints.key_points),
    
    // E-Mail-Newsletter
    generateEmailNewsletter(summary.summary, sourceUrl),
    
    // Video-Skript
    generateVideoScript(keyPoints.key_points, sourceContent.title),
    
    // Podcast-Outline
    generatePodcastOutline(keyPoints.key_points, questions.questions),
    
    // Infografik-Text
    generateInfographicContent(keyPoints.key_points),
    
    // SlideShare/Präsentation
    generatePresentationOutline(keyPoints.key_points),
    
    // Thread (Twitter/LinkedIn)
    generateThreadContent(keyPoints.key_points),
    
    // Pull Quotes
    generatePullQuotes(sourceContent.text),
    
    // Meta-Beschreibungen
    generateMetaDescriptions(summary.summary),
    
    // Mehrsprachige Versionen (5 Sprachen)
    generateMultiLanguageVersions(summary.summary, ['es', 'fr', 'de', 'pt', 'it'])
  ]);
  
  // 4. Output nach Plattform organisieren
  const organizedContent = {
    source: {
      url: sourceUrl,
      title: sourceContent.title,
      word_count: sourceContent.text.split(' ').length
    },
    social_media: repurposedContent[0],
    email: repurposedContent[1],
    video: repurposedContent[2],
    podcast: repurposedContent[3],
    infographic: repurposedContent[4],
    presentation: repurposedContent[5],
    thread: repurposedContent[6],
    quotes: repurposedContent[7],
    seo: repurposedContent[8],
    translations: repurposedContent[9],
    statistics: {
      total_pieces: calculateTotalPieces(repurposedContent),
      estimated_reach: calculateEstimatedReach(repurposedContent),
      time_saved: '12 Stunden',
      cost: '7 Punkte'
    }
  };
  
  return organizedContent;
};

// Social-Media-Varianten generieren
const generateSocialVariants = async (keyPoints) => {
  const platforms = ['LinkedIn', 'Twitter', 'Instagram', 'Facebook'];
  const variants = {};
  
  for (const platform of platforms) {
    variants[platform] = await Promise.all(
      keyPoints.slice(0, 5).map(async (point) => {
        const post = await fetch('https://apphighway.com/api/v1/tone-rewriter', {
          method: 'POST',
          headers: {
            'Authorization': `Bearer ${API_KEY}`,
            'Content-Type': 'application/json'
          },
          body: JSON.stringify({
            text: point,
            target_tone: getPlatformTone(platform),
            max_length: getPlatformMaxLength(platform),
            include_hashtags: platform === 'Instagram' ? 15 : 3
          })
        });
        return (await post.json()).rewritten_text;
      })
    );
  }
  
  return variants;
};

// Beispielverwendung
const allContent = await repurposeContent(
  'https://agentur.de/blog/zukunft-des-content-marketings'
);

console.log(`${allContent.statistics.total_pieces} Content-Stücke generiert`);
console.log(`Geschätzte Reichweite: ${allContent.statistics.estimated_reach} Personen`);
console.log(`Zeitersparnis: ${allContent.statistics.time_saved}`);
console.log(`Kosten: ${allContent.statistics.cost}`);

// Automatisch auf alle Plattformen verteilen
await distributeContent(allContent);

// Wettbewerber-Content-Analyse-Automatisierung
const analyzeCompetitors = async (competitorUrls) => {
  // 1. Wettbewerber-Content abrufen
  const competitorData = await Promise.all(
    competitorUrls.map(async (url) => {
      const metadata = await fetch('https://apphighway.com/api/v1/url-metadata', {
        method: 'POST',
        headers: {
          'Authorization': `Bearer ${API_KEY}`,
          'Content-Type': 'application/json'
        },
        body: JSON.stringify({
          url,
          extract_content: true,
          include_meta: true
        })
      });
      return metadata.json();
    })
  );
  
  // 2. Sentiment für jeden Wettbewerber analysieren
  const sentimentAnalysis = await Promise.all(
    competitorData.map(async (data) => {
      const sentiment = await fetch('https://apphighway.com/api/v1/sentiment-summarizer', {
        method: 'POST',
        headers: {
          'Authorization': `Bearer ${API_KEY}`,
          'Content-Type': 'application/json'
        },
        body: JSON.stringify({
          text: data.content,
          include_scores: true
        })
      });
      
      const sentimentData = await sentiment.json();
      
      return {
        url: data.url,
        title: data.title,
        sentiment: sentimentData.sentiment,
        tone: sentimentData.tone,
        key_themes: sentimentData.themes
      };
    })
  );
  
  // 3. Themen und Themes extrahieren
  const allContent = competitorData.map(d => d.content).join('\n\n');
  
  const topicAnalysis = await fetch('https://apphighway.com/api/v1/summarization', {
    method: 'POST',
    headers: {
      'Authorization': `Bearer ${API_KEY}`,
      'Content-Type': 'application/json'
    },
    body: JSON.stringify({
      text: allContent,
      summary_type: 'key_points',
      max_points: 20,
      extract_topics: true
    })
  });
  
  const topics = await topicAnalysis.json();
  
  // 4. Content-Lücken identifizieren
  const yourContent = await fetchYourPublishedContent();
  const contentGaps = identifyGaps(topics.key_points, yourContent);
  
  // 5. Wettbewerbsinsights-Bericht generieren
  const report = {
    analysis_date: new Date().toISOString(),
    competitors_analyzed: competitorUrls.length,
    
    sentiment_overview: {
      competitor_sentiments: sentimentAnalysis.map(s => ({
        competitor: s.url,
        sentiment: s.sentiment,
        tone: s.tone
      })),
      average_sentiment: calculateAverageSentiment(sentimentAnalysis),
      your_position: compareToYourSentiment(sentimentAnalysis)
    },
    
    topic_analysis: {
      trending_topics: topics.key_points.slice(0, 10),
      competitor_focus_areas: groupTopicsByCompetitor(sentimentAnalysis),
      topic_frequency: calculateTopicFrequency(topics.key_points)
    },
    
    content_gaps: {
      high_priority: contentGaps.filter(g => g.priority === 'high'),
      medium_priority: contentGaps.filter(g => g.priority === 'medium'),
      opportunities: contentGaps.length
    },
    
    recommendations: {
      immediate_actions: generateImmediateActions(contentGaps),
      content_topics: suggestContentTopics(contentGaps, topics),
      tone_adjustments: suggestToneAdjustments(sentimentAnalysis),
      competitive_advantages: identifyAdvantages(competitorData, yourContent)
    },
    
    competitive_intelligence: {
      content_frequency: analyzePublishingFrequency(competitorData),
      content_length: analyzeContentLength(competitorData),
      engagement_signals: extractEngagementSignals(competitorData),
      seo_strategy: analyzeSEOStrategy(competitorData)
    }
  };
  
  return report;
};

// Content-Lücken identifizieren
const identifyGaps = (competitorTopics, yourContent) => {
  const yourTopics = extractTopics(yourContent);
  const gaps = [];
  
  for (const topic of competitorTopics) {
    if (!yourTopics.includes(topic)) {
      gaps.push({
        topic: topic,
        priority: calculateGapPriority(topic, competitorTopics),
        estimated_traffic: estimateTrafficPotential(topic),
        difficulty: estimateContentDifficulty(topic)
      });
    }
  }
  
  return gaps.sort((a, b) => b.priority - a.priority);
};

// Beispielverwendung: Top 10 Wettbewerber analysieren
const competitors = [
  'https://wettbewerber1.de/blog',
  'https://wettbewerber2.de/ressourcen',
  'https://wettbewerber3.de/insights',
  // ... 7 weitere
];

const analysis = await analyzeCompetitors(competitors);

console.log(`${analysis.content_gaps.opportunities} Content-Chancen gefunden`);
console.log(`Hochpriorisierte Themen: ${analysis.content_gaps.high_priority.length}`);

// Bericht generieren und senden
await generateCompetitiveReport(analysis);
await sendToClient(analysis);

// Markenstimmen-Konsistenz-Automatisierung
const enforceBrandVoice = async (content, clientId) => {
  // 1. Kunden-Markenstimmen-Richtlinien laden
  const brandGuidelines = await loadBrandGuidelines(clientId);
  
  // Beispiel Markenrichtlinien:
  // {
  //   client: 'TechCorp',
  //   target_tone: 'professional-innovative',
  //   avoid_tones: ['casual', 'salesy', 'aggressive'],
  //   vocabulary: {
  //     preferred: ['Lösung', 'Innovation', 'Effizienz'],
  //     avoid: ['billig', 'basic', 'einfach']
  //   },
  //   sentence_length: 'medium',
  //   technical_level: 'intermediate'
  // }
  
  // 2. Aktuelles Content-Sentiment analysieren
  const currentSentiment = await fetch('https://apphighway.com/api/v1/sentiment-analysis', {
    method: 'POST',
    headers: {
      'Authorization': `Bearer ${API_KEY}`,
      'Content-Type': 'application/json'
    },
    body: JSON.stringify({
      text: content,
      detailed_analysis: true
    })
  });
  
  const sentiment = await currentSentiment.json();
  
  // 3. Prüfen, ob Anpassung erforderlich ist
  const needsAdaptation = !matchesBrandVoice(
    sentiment.tone,
    brandGuidelines.target_tone
  );
  
  if (!needsAdaptation) {
    return {
      status: 'approved',
      original_content: content,
      adapted_content: content,
      changes_made: 'none'
    };
  }
  
  // 4. Content an Markenstimme anpassen
  const adapted = await fetch('https://apphighway.com/api/v1/tone-rewriter', {
    method: 'POST',
    headers: {
      'Authorization': `Bearer ${API_KEY}`,
      'Content-Type': 'application/json'
    },
    body: JSON.stringify({
      text: content,
      target_tone: brandGuidelines.target_tone,
      avoid_tones: brandGuidelines.avoid_tones,
      vocabulary_preferences: brandGuidelines.vocabulary,
      preserve_meaning: true,
      preserve_structure: true
    })
  });
  
  const adaptedContent = await adapted.json();
  
  // 5. Konsistenz überprüfen
  const verification = await fetch('https://apphighway.com/api/v1/sentiment-analysis', {
    method: 'POST',
    headers: {
      'Authorization': `Bearer ${API_KEY}`,
      'Content-Type': 'application/json'
    },
    body: JSON.stringify({
      text: adaptedContent.rewritten_text,
      detailed_analysis: true
    })
  });
  
  const verificationResult = await verification.json();
  
  const consistencyScore = calculateConsistencyScore(
    verificationResult.tone,
    brandGuidelines.target_tone
  );
  
  return {
    status: consistencyScore >= 85 ? 'approved' : 'review_required',
    original_content: content,
    adapted_content: adaptedContent.rewritten_text,
    consistency_score: consistencyScore,
    changes_made: highlightChanges(content, adaptedContent.rewritten_text),
    original_tone: sentiment.tone,
    final_tone: verificationResult.tone
  };
};

// Mehrere Content-Stücke im Batch verarbeiten
const processBatch = async (contentPieces, clientId) => {
  const results = await Promise.all(
    contentPieces.map(piece => enforceBrandVoice(piece, clientId))
  );
  
  // Konsistenz-Bericht generieren
  const report = {
    total_pieces: results.length,
    approved_automatically: results.filter(r => r.status === 'approved').length,
    needs_review: results.filter(r => r.status === 'review_required').length,
    average_consistency_score: results.reduce((sum, r) => sum + r.consistency_score, 0) / results.length,
    pieces_requiring_adaptation: results.filter(r => r.changes_made !== 'none').length
  };
  
  return { results, report };
};

// Beispiel: Wöchentlichen Content für Kunde verarbeiten
const weeklyContent = await fetchWeeklyContent('client-123');
const { results, report } = await processBatch(weeklyContent, 'client-123');

console.log(`${report.total_pieces} Stücke verarbeitet`);
console.log(`${report.approved_automatically} automatisch genehmigt`);
console.log(`${report.needs_review} zur Überprüfung markiert`);
console.log(`Durchschnittliche Konsistenz: ${report.average_consistency_score}%`);

// Automatisch genehmigten Content veröffentlichen
for (const result of results.filter(r => r.status === 'approved')) {
  await publishContent(result.adapted_content);
}