Why build a custom content engine instead of using Jasper or Copy.ai?
Three reasons. First, brand voice — generic AI content tools serve every industry simultaneously, so their output defaults to generic. A custom engine trained on YOUR specific brand voice produces materially more on-brand output. Second, economics — over 3 years, Jasper Pro ($59/mo) costs $2,124; a custom engine costs $3,000–$5,000 once + $24/month compute = ~$3,800–$5,800. Below that 3-year mark, Jasper is cheaper; above it, custom wins. Third, ownership — Jasper can change pricing, terms, or shut down; your custom engine is yours forever.
What does the engine cost and what affects the price?
Starting from $3,000 for single-format engines (e.g., blog content only, or product descriptions only). Typical engagements run $3,500–$5,500 for multi-format engines (blog + product + email). Premium engagements run $6,000–$8,000 for advanced features: CMS integration, multi-brand support, advanced template systems, quality scoring with human-review flagging. Pricing depends on: number of content formats, integration complexity, and brand voice training depth.
What does the engine cost to run after I own it?
$20–$30/month in compute costs on Google Cloud Run or Railway depending on volume. The engine uses green ML principles: cached embeddings, batch processing where possible, right-sized models (typically GPT-4 quality output using smaller cheaper models with fine-tuning where it works). Compute scales with usage — a small content team publishing 20 pieces/month costs $20/month; a large content team publishing 500 pieces/month costs $40–$60/month.
Will the content quality match a human writer?
Mixed honestly. For format-heavy content (product descriptions, meta descriptions, email subject lines, social posts, ad copy), the engine output is typically equivalent or better than human writers because the brand voice consistency is mechanical. For long-form thought leadership (1,500-word original-research blog posts, opinion pieces, complex technical content), the engine produces strong drafts that benefit from light human editing rather than producing publish-ready final versions. The engine accelerates content production rather than fully replacing strategic content judgment.
Can the engine integrate with my CMS for direct publishing?
Yes — CMS integration is an optional $800–$1,500 add-on depending on platform. Supported platforms: WordPress, Shopify Blog, Ghost, Webflow, Squarespace, custom headless CMS. Integration enables: drafts auto-saved to your CMS, scheduling content publication, SEO meta data populated automatically. Most clients start without CMS integration and add it after 2–3 months of using the engine.
Can the engine handle multiple brand voices for agencies or multi-brand DTC?
Yes. Multi-brand support is included in engagements above $5,000 or as a $1,200 add-on to smaller engagements. Each brand voice is trained separately so outputs stay distinct — an agency with 5 client brands runs 5 separate brand voices through one engine interface, with no risk of voice contamination between brands.
How long does the engine take to build?
Single-format engines: 3–4 weeks. Multi-format engines: 4–5 weeks. Premium engines with CMS integration and advanced features: 5–6 weeks. The build is structured so you see a working engine mid-build (week 2–3) and can request brand voice adjustments before final delivery. Most of the time after that goes to brand voice refinement and edge-case handling.
How do I get started?
Book a free 30-minute discovery call through the contact page. Share: your current content output (formats, monthly volume), your current content tool stack and costs, and 3–5 examples of your best on-brand content (best blog post, best product description, best email). I will quote fixed-price scope within 48 hours.