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Articles 136,336Blog Posts 140,610Tech Tutorials 35,344Research Papers 26,182News 19,194
⚡ AI Lessons

Dev.to · Jake
2d ago
Should you pay content writers hourly or per article?
Compare hourly rates and per-article pricing for freelance writers. Learn how to choose the right model to stabilize your budget and scale content.

Dev.to · Jake
2d ago
When does pay-per-article content beat subscriptions?
Learn when usage-based content pricing beats monthly subscriptions. Discover how to scale your B2B search footprint without paying for unused software

Dev.to · Jake
3d ago
How do you calculate ROI on SEO content production?
Learn how to calculate the financial return of your SEO content by measuring traffic value and conversion value against your true production costs.

Dev.to · Jake
3d ago
What does 100 SEO articles cost across channels?
Compare the cost of 100 SEO articles across freelancers, agencies, and programmatic platforms to find the most efficient way to build topical authorit

Dev.to · Jake
5d ago
What are the hidden costs of SEO content agencies?
Calculate the true cost of SEO agency retainers. Learn how onboarding fees, revision cycles, and management overhead inflate your actual cost per arti

Dev.to · Jake
📣 Digital Marketing & Growth
⚡ AI Lesson
5d ago
What do monthly SEO subscriptions actually cost?
Calculate the true cost per article of monthly SEO subscriptions. Learn how pay-per-article credits prevent wasted budget during slow marketing cycles

Dev.to · Jake
6d ago
I Built an AI Employee, Then Had Him Make His Own 2-Minute Explainer
A practical breakdown of what an AI employee is, how it differs from a chatbot, and the repetitive business workflows it can take over.

Dev.to · Jake
📣 Digital Marketing & Growth
⚡ AI Lesson
1w ago
Should you hire a freelance writer or use AI for SEO?
Compare the cost and quality of freelance writers versus AI content. Learn how to build a hybrid model that scales your SEO traffic without overspendi

Dev.to · Jake
📣 Digital Marketing & Growth
⚡ AI Lesson
1w ago
How to structure a 50-topic batch JSON for programmatic SEO
Learn how to format a structured JSON payload for programmatic SEO. Use TopicForge's API or admin UI to scale content with precise ICP and product ang

Dev.to · Jake
1w ago
How do you budget for programmatic SEO?
Learn how to build a predictable, spreadsheet-style budget for programmatic SEO using fixed unit pricing to scale your content without agency retainer

Dev.to · Jake
1w ago
How much does a blog post cost for a startup in 2026?
Compare the costs of DIY, freelancers, agencies, and AI platforms to find the most cost-effective way to scale your startup's SEO blog content in 2026

Dev.to · Jake
1w ago
Which SEO model fits your stage: agency or pay-per-article?
Compare traditional SEO agency retainers with pay-per-article models. Learn how to scale content, control your budget, and choose the right approach.

Dev.to · Jake
1w ago
How much does SEO content cost in 2026?
Compare freelance, agency, subscription AI, and pay-per-article SEO content costs. Learn how to calculate your true cost per published article.

Dev.to · Jake
1w ago
What do you get with a TopicForge credit?
See how TopicForge delivers complete, search-ready article packages with a four-stage pipeline, custom brand guardrails, and built-in SEO metadata.

Dev.to · Jake
2w ago
Is TopicForge right for your team?
Find out if TopicForge is the right programmatic SEO platform for your team. Learn how our four-stage pipeline scales content without agency retainers

Dev.to · Jake
2w ago
How do you automate FAQ schema and meta descriptions?
Stop writing metadata by hand. TopicForge generates complete articles with built-in FAQ schema and meta descriptions to scale your publishing fast.

Dev.to · Jake
2w ago
Local-first RAG for privileged legal documents: why citations need verification
A practical look at building private legal document chat with local LLMs and mechanically verified citations.

Dev.to · Jake
2w ago
Does programmatic SEO work? See our real-world proof
See how we proved our four-stage programmatic SEO pipeline on a real production site to drive meaningful organic growth before building TopicForge.

Dev.to · Jake
2w ago
How do you publish a content cluster in a day?
Build and publish high-quality content clusters in hours. Use TopicForge's batch jobs API and four-stage AI pipeline to scale your organic search traf

Dev.to · Jake
2w ago
How do you scale AI content without losing your voice?
Learn how to enforce editorial guardrails, voice profiles, and banned phrases to keep your high-volume AI content consistently on-brand and engaging.

Dev.to · Jake
2w ago
How much does programmatic SEO cost compared to agencies?
Compare the real math of content agencies versus TopicForge. Learn how our credit-based pricing helps you scale search traffic without high retainers.

Dev.to · Jake
2w ago
Why a four-stage pipeline beats one-shot AI prompts
Discover why single-prompt AI writers fail at SEO and how TopicForge's four-stage pipeline delivers high-quality, brand-aligned articles that rank.

Dev.to · Jake
2w ago
Why is programmatic SEO better than traditional blogging?
Learn how programmatic SEO builds topical authority faster than manual blogging, and how TopicForge automates high-quality article clusters at scale.

Dev.to · Jake
2w ago
How do you export AI articles to your CMS?
Learn how to export structured markdown, meta descriptions, and FAQ schema to your CMS to scale your programmatic SEO campaigns without manual copy-pa
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