{
    "generated_by_ai": true,
    "generated_by_openai": true,
    "provider": "openai",
    "model": "gpt-5.5",
    "generated_at": "2026-05-27T21:16:04+00:00",
    "summary": "SourceKode Technologies is a verified EducationalOrganization/OnlineBusiness founded in 2012, offering India-wide live online cohorts for AI, coding, creator, data, marketing and career upskilling programs, with optional classroom support at its Pune campus on Senapati Bapat Road. Current strengths: clear entity data, verified priority courses, strong accessibility/best-practices scores, and defined national + Pune positioning. Main issues: Google/GSC/GBP connection failure, mobile performance weakness, SEO score 69, sitemap submission failure, and limited local-pack optimization due to disconnected Google signals.",
    "answer_improvements": [
        "Add concise answer blocks on key pages using verified Q&A: what SourceKode is, online availability across India, Pune location, priority courses, beginner course guidance, working-professional suitability, fees range, and admissions contact.",
        "Use consistent entity naming: SourceKode Technologies, SourceKode Academy, SourceKode Training Institute, SourceKode Institute.",
        "Add visible NAP on homepage, contact page, Pune campus page and footer: +91 84088 39923, info@sourcekode.in, Zaga Complex, Senapati Bapat Rd, near Symbiosis College of Arts & Commerce, Hanuman Nagar, Wadarvadi, Pune 411016.",
        "Strengthen AEO/LLMO snippets with direct, factual answers: mentor-led live online cohorts, guided projects, admissions counseling, career preparation support, optional Pune campus support.",
        "Avoid unsupported claims such as guaranteed placement, rankings, awards, partnerships, exact batch dates or unverified salary outcomes."
    ],
    "entity_terms": [
        "SourceKode Technologies",
        "SourceKode Academy",
        "SourceKode",
        "SourceKode Institute",
        "SourceKode Training Institute",
        "AI tools training",
        "Advanced AI coding",
        "Python training",
        "Java training",
        "Full stack development",
        "Data science training",
        "Digital marketing training",
        "Software testing training",
        "Content creator training",
        "Career upskilling",
        "Live online cohort",
        "Mentor-led sessions",
        "Guided projects",
        "Admissions counseling",
        "Career preparation support"
    ],
    "internal_link_plan": [
        {
            "from": "https://new.sourcekode.space/",
            "to": [
                "https://new.sourcekode.space/all-courses/",
                "https://new.sourcekode.space/pune-campus/",
                "https://new.sourcekode.space/contact/"
            ],
            "anchor_focus": [
                "future skills courses in India",
                "Pune classroom support campus",
                "contact SourceKode admissions"
            ]
        },
        {
            "from": "https://new.sourcekode.space/all-courses/",
            "to": [
                "https://new.sourcekode.space/courses/ai-tools/",
                "https://new.sourcekode.space/courses/advanced-ai-coding/",
                "https://new.sourcekode.space/courses/content-creator/",
                "https://new.sourcekode.space/courses/python/",
                "https://new.sourcekode.space/courses/java/",
                "https://new.sourcekode.space/courses/data-science/",
                "https://new.sourcekode.space/courses/digital-marketing/",
                "https://new.sourcekode.space/courses/software-testing/"
            ],
            "anchor_focus": [
                "AI Tools Mastery",
                "Advanced AI Coding",
                "Content Creator Program",
                "Python course",
                "Java course",
                "Data Science course",
                "Digital Marketing course",
                "Software Testing course"
            ]
        },
        {
            "from": "course_pages",
            "to": [
                "https://new.sourcekode.space/contact/",
                "https://new.sourcekode.space/placements/",
                "https://new.sourcekode.space/pune-campus/"
            ],
            "anchor_focus": [
                "get course guidance",
                "career preparation support",
                "optional Pune support"
            ]
        },
        {
            "from": "https://new.sourcekode.space/blog/",
            "to": [
                "https://new.sourcekode.space/all-courses/",
                "priority_course_pages"
            ],
            "anchor_focus": [
                "career upskilling courses",
                "related course pages"
            ]
        }
    ],
    "faq_gaps": [
        "Add FAQ: Is SourceKode an online institute or Pune classroom institute?",
        "Add FAQ: Which SourceKode courses are available for beginners?",
        "Add FAQ: Which courses are suitable for working professionals?",
        "Add FAQ: What is the fee range for SourceKode courses? Use only verified range: INR 12,000 to INR 35,000 depending on course depth, duration and track.",
        "Add FAQ: Does SourceKode offer placement support? Phrase as career preparation, project guidance, resume support, interview preparation and placement-oriented learning support; do not imply guaranteed placements.",
        "Add FAQ: How can learners across India join SourceKode live online cohorts?",
        "Add FAQ: Where exactly is the Pune campus located near Symbiosis College of Arts & Commerce?",
        "Add FAQ: How to contact SourceKode admissions by phone or contact form?"
    ],
    "local_seo_actions": [
        "Fix Google token refresh issue to reconnect Google Search Console and Google Business Profile.",
        "Submit sitemap after token issue is resolved: https://new.sourcekode.space/sitemap-index.xml.",
        "Verify and maintain Google Business Profile listing connected to ludocid 3235668813983457034.",
        "Use the verified GBP/map URL consistently: https://g.page/r/CQofS5ykZ-csEBM/ and Google Maps CID URL.",
        "Create/strengthen Pune campus page with exact NAP, geo coordinates, map link, nearby landmark Symbiosis College of Arts & Commerce, and services offered via optional physical classroom support.",
        "Maintain weekly GBP posts and review cadence only after GBP access is restored.",
        "Add LocalBusiness/EducationalOrganization schema with verified address, geo, telephone, email, sameAs, GSTIN and areaServed."
    ],
    "course_page_actions": [
        "For each priority course page, add an above-the-fold answer: course name, live online cohort mode, target audience and optional Pune support where verified.",
        "Add Course schema to AI Tools Mastery, Advanced AI Coding, Content Creator Program, Python, Java, Data Science, Digital Marketing and Software Testing pages using only verified course names, URLs, modes and audiences.",
        "Add comparison/help sections: who should choose this course, beginner suitability, working-professional suitability and admissions counseling CTA.",
        "Add career-support wording consistently: guided projects, resume support, interview preparation, portfolio-ready outcomes and placement-oriented learning support; avoid placement guarantees.",
        "Improve mobile LCP from 7.6s by optimizing hero media, reducing render-blocking assets, lazy-loading non-critical sections and prioritizing above-the-fold content.",
        "Improve SEO score from 69 by checking indexability, structured data validity, canonical tags, headings, image alt text and sitemap access.",
        "Keep titles concise; current title lengths are acceptable. Expand meta descriptions where useful while staying factual."
    ],
    "provider_policy": {
        "primary": "openai",
        "fallback": "gemini",
        "master_model": "gpt-5.5",
        "execution_model": "gpt-5.4-mini",
        "openai_configured": true,
        "gemini_configured": true
    },
    "provider_attempts": [
        {
            "provider": "openai",
            "configured": true,
            "ok": true,
            "status": 200,
            "error": "",
            "model": "gpt-5.5"
        }
    ],
    "route": {
        "task_type": "semantic_entity_architecture",
        "task_normalized": "semantic_entity_architecture",
        "tier": "master",
        "model": "gpt-5.5",
        "route_action": "direct",
        "route_reason": "Task is strategic/technical/ranking-sensitive, so it is routed to master model.",
        "risk_signals": {
            "technical_uncertainty": false,
            "contradictory_signals": false,
            "multi_system_decision": true,
            "high_risk_recommendation": true
        },
        "escalation_flags": [
            "multi_system_decision",
            "high_risk_recommendation"
        ],
        "human_review_default": true,
        "implementation_mode_default": "manual",
        "post_escalated": false
    },
    "confidence_score": 0.87,
    "estimated_seo_impact": "High if Google connections, structured data, local NAP consistency, FAQ answer blocks and mobile LCP fixes are implemented; medium from content/internal-link improvements alone.",
    "estimated_ranking_impact_timeframe": "Technical and schema improvements: 2-6 weeks after crawl/indexing; local SEO improvements: 4-12 weeks after GBP reconnection and review/post cadence; competitive national course rankings: 3-6 months with sustained content and authority building.",
    "automation_safety_score": 82,
    "human_review_recommended": true,
    "implementation_mode": "manual"
}
