Textual.ai - 2026 Pricing, Features, Reviews & Alternatives

Textual.ai is a cloud-based, web-based platform that combines generative AI with human-in-the-loop workflows to automate the creation, enrichment, and translation of product content at scale. Designed for retailers and e-commerce businesses, including large enterprises managing high volumes of product data across multiple languages, it integrates directly with PIM systems, ERP platforms, and CMS environments via API to eliminate manual content transfer between systems. Core generation capabilities are powered by leading large language models including ChatGPT and Google Gemini, with rule-based controls applied to enforce formatting, tone, and content restrictions and reduce the risk of LLM hallucinations.

The platform provides a Prompt Designer for building, saving, and reusing prompts across an organization, paired with rule-based prompt routing that applies the correct prompt per product during bulk generation runs. AI Agents execute multi-step workflows covering generation, proofreading, and verification against source data. Product data enrichment draws from web search, image analysis, document parsing, and PLM data sources directly within connected PIM systems. For localization, Textual.ai supports AI and machine translation into 30+ languages with glossaries, translation memories, and no-translate lists, alongside in-platform human translation management and proofreading. Custom AI model fine-tuning on a business's own text data allows brand tone of voice to be reflected consistently across both generation and translation outputs.

Automation pipelines with event triggers and conditionals allow content workflows to run without manual intervention, while crosslink management handles automatic internal linking within generated texts. Human-in-the-loop review stages can be embedded at any point in a workflow, giving editorial and localization teams oversight without breaking the automation chain. The platform targets e-commerce and retail organizations that need to scale product content operations across large catalogs and multiple markets without proportional increases in headcount or resources.