chore: bulk commit of local changes across blog writer, SEO dashboard, scheduler, docs-site, and frontend
This commit is contained in:
ajaysi
@@ -47,6 +47,10 @@ class GSCBrainstormService:
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if not site_url:
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sites = self.gsc_service.get_site_list(user_id)
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if not sites:
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logger.info(f"No GSC sites found for user {user_id} — falling back to AI-only brainstorm")
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fallback = self._generate_ai_only_brainstorm(user_id, keywords, None, None, None)
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if fallback:
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return fallback
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return {
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"error": "No GSC sites found. Make sure your site is verified in Google Search Console.",
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"content_opportunities": [],
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@@ -70,6 +74,10 @@ class GSCBrainstormService:
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)
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if "error" in analytics:
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logger.info(f"GSC analytics error for user {user_id}: {analytics.get('error')} — falling back to AI-only brainstorm")
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fallback = self._generate_ai_only_brainstorm(user_id, keywords, site_url, start_date, end_date)
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if fallback:
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return fallback
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return {
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"error": analytics.get("error", "Failed to fetch GSC data"),
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"content_opportunities": [],
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@@ -88,6 +96,10 @@ class GSCBrainstormService:
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pages_data = self._parse_page_rows(page_rows)
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if not keywords_data:
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logger.info(f"No GSC keyword data for user {user_id} — falling back to AI-only brainstorm")
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fallback = self._generate_ai_only_brainstorm(user_id, keywords, site_url, start_date, end_date)
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if fallback:
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return fallback
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return {
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"error": "No keyword data available for the selected period. This usually means your site is new to GSC or hasn't received search traffic yet.",
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"content_opportunities": [],
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@@ -110,6 +122,10 @@ class GSCBrainstormService:
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logger.info(f"After topic filter: {len(keywords_data)} keywords, {len(pages_data)} pages")
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if not keywords_data:
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logger.info(f"No GSC keywords matched topic '{keywords}' for user {user_id} — falling back to AI-only brainstorm")
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fallback = self._generate_ai_only_brainstorm(user_id, keywords, site_url, start_date, end_date)
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if fallback:
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return fallback
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return {
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"error": "No GSC keywords matched your topic. Try a broader research topic or check your GSC data.",
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"content_opportunities": [],
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@@ -155,6 +171,128 @@ class GSCBrainstormService:
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"summary": summary,
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}
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# ------------------------------------------------------------------ #
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# AI-only fallback (when GSC has no data)
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# ------------------------------------------------------------------ #
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def _generate_ai_only_brainstorm(
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self,
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user_id: str,
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keywords: str,
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site_url: Optional[str],
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start_date: Optional[str],
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end_date: Optional[str],
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) -> Optional[Dict[str, Any]]:
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"""
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Generate topic ideas using AI alone when GSC data is unavailable.
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Returns a brainstorm-shaped result with empty GSC-specific arrays
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but populated ai_recommendations.
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"""
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try:
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prompt = f"""You are an expert content strategist helping a blog writer brainstorm topic ideas.
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The user is interested in writing about: "{keywords}"
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Since they are a new or early-stage website, there is no Google Search Console data available yet.
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Generate compelling blog post ideas they can write RIGHT NOW to start building traffic.
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For each suggestion include:
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1. A specific, compelling blog post TITLE (not a vague topic)
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2. The primary keyword it should target
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3. Why this topic will perform well (search demand, competition level, timing)
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4. The recommended content format (how-to, listicle, comparison, pillar page, etc.)
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5. Estimated difficulty level (Easy / Medium / Hard)
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Return your response in this EXACT JSON format (no markdown, no code fences):
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{{
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"immediate_opportunities": [
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{{
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"title": "Specific Blog Post Title",
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"keyword": "primary target keyword",
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"reason": "Why this will perform well",
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"format": "How-To Guide | Listicle | Comparison | Pillar Page | etc.",
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"estimated_impact": "Beginner-friendly traffic opportunity"
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}}
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],
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"content_strategy": [
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{{
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"title": "Pillar Content Title",
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"keyword": "target keyword",
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"reason": "Strategic importance for building topical authority",
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"format": "Pillar Page | Ultimate Guide | Resource",
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"estimated_impact": "Foundation for long-term organic growth"
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}}
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],
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"long_term_strategy": [
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{{
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"title": "Authority Building Title",
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"keyword": "target keyword",
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"reason": "Establishes expertise and captures high-intent traffic over time",
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"format": "Research-Backed Analysis | Expert Roundup | Original Study",
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"estimated_impact": "Compound traffic growth over 6-12 months"
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}}
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]
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}}
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IMPORTANT:
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- Provide 3-5 items in each category
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- All suggestions MUST relate to the user's interest in "{keywords}"
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- Titles should be specific, compelling, and SEO-aware
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- Prioritize topics with clear search intent and realistic ranking potential for a new site
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- Include a mix of easy wins (long-tail, low competition) and strategic pillar content
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- For estimated_impact, describe the opportunity type (not click numbers since we lack data)"""
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system_prompt = (
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"You are an expert content strategist specializing in SEO and blog topic generation. "
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"You help new websites identify high-potential content topics even without search console data. "
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"You always respond with valid JSON matching the requested format exactly."
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)
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result = llm_text_gen(
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prompt=prompt,
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system_prompt=system_prompt,
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user_id=user_id,
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flow_type="gsc_brainstorm_fallback",
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)
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if result:
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parsed = self._parse_ai_response(result)
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if parsed:
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return {
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"content_opportunities": [],
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"keyword_gaps": [],
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"quick_wins": [],
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"page_opportunities": [],
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"ai_recommendations": parsed,
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"summary": {
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"site_url": site_url or "",
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"date_range": {
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"start": start_date or "",
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"end": end_date or "",
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},
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"total_keywords_analyzed": 0,
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"total_impressions": 0,
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"total_clicks": 0,
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"avg_ctr": 0,
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"avg_position": 0,
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"ctr_vs_benchmark": 0,
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"health_score": 0,
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"keyword_distribution": {
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"positions_1_3": 0,
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"positions_4_10": 0,
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"positions_11_20": 0,
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"positions_21_plus": 0,
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},
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"top_keywords": [],
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"top_pages": [],
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"note": "AI-generated suggestions based on your topic. No GSC data was available — these are strategic recommendations, not data-driven insights."
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},
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}
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except Exception as e:
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logger.warning(f"AI-only brainstorm fallback failed for user {user_id}: {e}")
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return None
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# ------------------------------------------------------------------ #
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# Data parsing helpers
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# ------------------------------------------------------------------ #
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