Frequently Asked Questions

BlogBurst is an AI marketing employee — not a tool, not a scheduler, but an autonomous agent with a persistent Marketing Brain. It generates content, publishes to social platforms, tracks performance, learns what works, runs SEO audits, does competitor analysis, and continuously improves its strategy. Think of it as your first marketing hire for $19.90/month instead of $5,000+/month.

Buffer and Hootsuite are scheduling tools — you write the content, they post it on a calendar. BlogBurst is fundamentally different: it thinks and acts. It generates platform-specific content using AI, publishes autonomously, tracks engagement, learns what works via Thompson Sampling, runs SEO audits, does competitor analysis, and engages with your audience. They schedule; BlogBurst thinks and acts.

Jasper and Copy.ai generate text and stop. They don't publish, don't track performance, don't learn from results, and don't manage your social presence. BlogBurst is end-to-end: it generates content, publishes it, tracks what works, learns from every post, runs SEO audits, does competitor analysis, and engages with relevant conversations — all autonomously.

BlogBurst is built for solo founders, indie hackers, and small teams (1-5 people) who built a great product but have no time or budget for marketing. If you can't afford a $5,000+/month marketing hire and don't want to spend hours writing social media content, BlogBurst is your AI marketing employee.

Marketing Brain is BlogBurst's persistent memory system — the core differentiator that makes it an employee rather than a tool. It accumulates insights about your audience over weeks and months in categories like: winning angles (content themes that drive high engagement), failed approaches (topics to avoid), audience insights (who engages, when, and how), platform behaviors (what works where), and brand voice patterns (your communication style). Currently holding 1,000+ marketing memories across all users.

Yes, measurably. BlogBurst uses two learning mechanisms: (1) Thompson Sampling, a multi-armed bandit algorithm that optimizes across 5 dimensions — content type, hook style, tone, posting hour, and promo style — learning from every post's engagement data; and (2) LoRA model fine-tuning that personalizes the AI model to your audience. Week 1 content is good. By Week 8, content quality and engagement rates are significantly better because the Marketing Brain has accumulated insights specific to your audience.

Thompson Sampling is a multi-armed bandit algorithm that balances exploration (trying new strategies) with exploitation (doubling down on winners). BlogBurst tracks 5 optimization dimensions — content_type, hook_style, tone, posting_hour, promo_style — each with multiple options. After every post, engagement data (likes, replies, reposts, impressions) updates the probability distributions. Over time, the AI automatically shifts toward strategies that work best for your specific audience.

LoRA (Low-Rank Adaptation) is a technique for fine-tuning large language models efficiently. BlogBurst exports engagement data from your posts, trains LoRA adapters on a Qwen 3.5-9B model, and uses the personalized model to generate content that better matches your audience's preferences. This goes beyond prompt engineering — it actually adjusts the AI model's weights based on what works for your audience.

Once you set up your product and enable Auto-Pilot, the agent works 24/7: generates 1-5 daily posts tailored to your product, publishes at optimal times based on audience patterns, searches for relevant conversations to engage with, monitors trending topics connected to your niche, runs weekly competitor scans, performs SEO audits, updates its Marketing Brain with new insights, and adjusts its strategy based on what's working. You review results; it does the work.

Yes. Once you connect your social accounts and enable Auto-Pilot, the AI generates content daily, reviews it for quality, and publishes at optimal times. It currently auto-publishes to Twitter/X, Bluesky, Telegram, Discord, and TikTok. It also generates content for Reddit and Product Hunt (manual posting due to platform rules).

BlogBurst searches for relevant conversations using product-specific keywords, then replies with value-driven (non-spammy) responses. It also auto-likes and follows target users in your niche. Per-author deduplication prevents multiple replies to the same person, and conservative rate limits avoid platform detection. The engagement strategy is informed by Marketing Brain insights about what resonates.

Auto-publish to Twitter/X (280 chars), Bluesky (300 chars), Telegram (4096 chars), Discord (2000 chars), and TikTok (video). Content generation for Reddit and Product Hunt (manual posting due to platform rules). LinkedIn support is coming soon.

BlogBurst runs automated weekly SEO audits checking meta tags, structured data, page speed, and indexability. For GEO (Generative Engine Optimization), it maintains llms.txt files for AI crawler discoverability, generates JSON-LD structured data, creates FAQ content optimized for AI search engines, and ensures your product is well-represented when people ask ChatGPT, Perplexity, Google AI Overview, or Claude about your product category.

GEO is the practice of optimizing your web presence for AI search engines like ChatGPT, Perplexity, Google AI Overview, and Claude — not just traditional search engines. As more people use AI to discover products, being well-represented in AI-generated answers is critical. BlogBurst handles this by maintaining machine-readable documentation (llms.txt), structured FAQ data, JSON-LD schema, and content that AI systems can easily understand and cite.

BlogBurst runs weekly automated scans of your competitors' social accounts and content strategies. It identifies content gaps (topics competitors cover that you don't), opportunities (angles competitors miss), and engagement patterns. These insights feed directly into your content generation strategy, so the AI creates content that differentiates you from competitors.

Yes. BlogBurst scans Hacker News for relevant Show HN posts and discussions, monitors Reddit communities for product-relevant conversations, and identifies outreach opportunities. It can generate personalized messaging for each opportunity and tracks response rates to improve future outreach.

No. The AI analyzes your specific product, target audience, and past performance data. It uses Thompson Sampling to learn which topics, tones, and posting times work best for YOUR audience. The Marketing Brain ensures content gets more personalized over time — by Week 8, the content is specifically tuned to what resonates with your audience, not generic templates.

Yes. The Marketing Brain stores brand voice patterns — your communication style, preferred tone, vocabulary, and messaging. These insights are accumulated from your product description, past content, and engagement data. The AI uses these patterns to generate content that sounds authentically you, not robotic or generic.

Yes. BlogBurst generates content in English, Chinese, Spanish, and Portuguese with native-quality output. Blog posts are auto-translated to all supported languages with appropriate tone and cultural adaptation.

BlogBurst can inject real-time product metrics (users, MRR, post stats) into content for authentic founder storytelling. Instead of fabricating numbers, it pulls actual data from your product to create genuine build-in-public posts that resonate with the indie hacker community.

Free tier: $0/month with 50 generations. Pro: $19.90/month with 200 generations, auto-pilot, engagement automation, Marketing Brain, competitor intelligence, all platforms, and SEO audits. Team: $49.90/month with unlimited generations, multiple products, and priority support.

A junior marketing hire costs $5,000-8,000/month and takes weeks to ramp up. A marketing agency costs $3,000-15,000/month. BlogBurst Pro costs $19.90/month — that's 0.4% of the cost of a human marketer. BlogBurst handles 80% of the marketing work, starts immediately, never forgets what it learned, and improves faster because the Marketing Brain accumulates insights 24/7.

Yes. The free plan includes 50 content generations per month with 1 social account. It's enough to try BlogBurst and see results before upgrading. No credit card required.

Yes. You can upgrade or downgrade at any time. When upgrading, you get immediate access to additional features. When downgrading, changes take effect at the end of your billing cycle.

Yes. We use TLS 1.3 encryption for all data in transit and AES-256 encryption for data at rest. Your content is processed securely and never shared with third parties or used to train external AI models.

You do. All content generated through BlogBurst belongs entirely to you. You have full rights to use, modify, publish, or distribute it however you choose.

Marketing Brain insights are derived from your engagement data and stored in your account. Each user's Marketing Brain is completely separate. You can view all stored memories in your dashboard and delete any data at any time.