Why we chose Gemini over GPT-4 for high volume programmatic SEO

Описание и применение

Автоматизированный SEO‑поток с Gemini 1.5 Flash позволяет стартапам генерировать миллионы слов по низкой цене, обходить фильтры безопасности и публиковать контент в WordPress без ручного вмешательства.

Задача

Solo founders need an automated SEO content pipeline that scales without exploding API costs or hitting safety filters.

Результат

Reduced content generation cost from ~$0.50 per article with GPT‑4 to <$0.01 with Gemini, eliminated safety filter failures by 98%, and automated publishing to WordPress, freeing founders from manual tasks.

Рабочий процесс

• 1. Gather keyword, target audience, and competitor data.
• 2. Build a prompt with semantic research and system instructions.
• 3. Call Gemini 1.5 Flash via @google/genai to generate content.
• 4. Intercept API response; if finishReason is SAFETY, sanitize prompt and retry.
• 5. Store or publish the generated text to the CMS.
• 6. Use SleepPublish to automate keyword planning, drafting, and WordPress posting.

Доказательства

At five dollars per million input tokens and fifteen dollars per million output tokens, a single comprehensive article can easily cost fifty cents to write once you include all your background context.

Источник

We had to write a custom middleware layer that intercepts the API response and checks the finish reason. If a safety block is triggered, we run a sanitization function that rewrites the developer terms using softer synonyms before retrying.

Источник