Observed Signal · Sep 13, 2022 · Other · Source: CMSWire · Impact: 2/5 · Sentiment: Neutral

AI Writing Software for Marketing, Part 1: The Basics

Executive Signal Summary

This article is the first in a CMSWire miniseries explaining how businesses can use AI writing software in marketing departments. It defines AI writing as software using artificial intelligence and machine learning to generate and improve written content, citing tools such as Grammarly, Jasper, Writesonic, Frase, and Copy.ai. The article explains that most modern systems rely on GPT-3 technology to predict and generate human-like text. Benefits highlighted by practitioners include cost savings, increased content production, and overcoming writer's block. Use cases include SEO optimization, content repurposing/refreshing, and aligning content with searcher intent. The author advises teams to evaluate their content needs, goals, team size, budget, and pain points before adopting AI writing tools.

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High Confidence

Educational explainer on AI writing tools relevant to MarTech content production; no product news or industry-shifting announcement.

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Key Takeaways & Evidence Grounding

  • AI writing software uses artificial intelligence and machine learning to generate and improve written content.
  • Examples of AI writing applications include Grammarly, Jasper, Writesonic, Frase, and Copy.ai.
  • Most AI writing systems utilize Generative Pre-trained Transformer 3 (GPT-3) technology.
  • AI writing tools can produce blog posts, ad copy, product descriptions, social media captions, scripts, landing pages, and email marketing copy.
  • A marketing consultant reported growing a blog from 0 to 1,500 monthly visitors using a $49/month AI writing tool.

Ontology Mapping & Concepts

Primary Source Grounding & Direct Attribution
Direct Origin Attribution
Primary Reporting: CMSWire•Published: Sep 13, 2022

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