> For clean Markdown of any page, append .md to the page URL.
> For a complete documentation index, see https://docs.bigcommerce.com/developer/docs/ai-tools/llms.txt.
> For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs.bigcommerce.com/_mcp/server.

# AI Tools

> Build amazing commerce solutions powered by the BigCommerce platform

## Docs

- [What is Catalog Enrichment?](https://docs.bigcommerce.com/developer/docs/ai-tools/catalog-enrichment/overview/what-is-catalog-enrichment.md): What Catalog Enrichment generates, why product content affects search and answer engine visibility, and how this guide relates to the support documentation.
- [What enrichment does and doesn't do](https://docs.bigcommerce.com/developer/docs/ai-tools/catalog-enrichment/overview/scope.md): The boundaries of Catalog Enrichment — storefront and answer engine content, where Feedonomics Enrichment covers channel fields, and the limits to plan for.
- [Fields in an enrichment](https://docs.bigcommerce.com/developer/docs/ai-tools/catalog-enrichment/overview/fields.md): The seven fields Catalog Enrichment generates, which write to built-in product attributes, which are added as custom fields, and what each is for.
- [What makes good source data](https://docs.bigcommerce.com/developer/docs/ai-tools/catalog-enrichment/before-you-enrich/source-data.md): Why enrichment output is capped by input quality, what a workable product record contains, and what to fix before you spend entitlements.
- [Planning your batches](https://docs.bigcommerce.com/developer/docs/ai-tools/catalog-enrichment/before-you-enrich/planning-batches.md): How to group products into enrichments, match context specificity to batch variety, and sequence a catalog against the 250-product limit.
- [Planning entitlements](https://docs.bigcommerce.com/developer/docs/ai-tools/catalog-enrichment/before-you-enrich/entitlements.md): How entitlements are consumed and expire, and how to plan purchases against a catalog rather than buying ahead of a plan.
- [How your inputs are used](https://docs.bigcommerce.com/developer/docs/ai-tools/catalog-enrichment/inputs/how-inputs-are-used.md): How purpose, brand voice, keywords, and additional context become per-field instructions, and why vague input weakens every field at once.
- [Writing brand guidelines](https://docs.bigcommerce.com/developer/docs/ai-tools/catalog-enrichment/inputs/brand-guidelines.md): What to include in the brand voice field, how specific to be, where to source the material, and what to leave out.
- [Purpose, keywords, and context](https://docs.bigcommerce.com/developer/docs/ai-tools/catalog-enrichment/inputs/purpose-keywords-context.md): How to choose enrichment purposes, select search keywords that improve copy, and write additional context that steers a batch.
- [Understanding quality scores](https://docs.bigcommerce.com/developer/docs/ai-tools/catalog-enrichment/review/quality-scores.md): How enrichment scores accuracy, consistency, and brand adherence, how issue-based scoring works, and how to set thresholds.
- [Reviewing at scale](https://docs.bigcommerce.com/developer/docs/ai-tools/catalog-enrichment/review/reviewing-at-scale.md): How to review up to 250 products — using scores to triage, what to check per field, and when to stop editing and fix your inputs instead.
- [Deciding what to change](https://docs.bigcommerce.com/developer/docs/ai-tools/catalog-enrichment/review/what-to-change.md): How to diagnose whether weak output comes from your inputs or your source data, and what to change before re-running.
- [Making AEO fields useful](https://docs.bigcommerce.com/developer/docs/ai-tools/catalog-enrichment/after-you-apply/aeo-fields.md): What happens to AI Snippet and the two Q&A fields once applied, whether they display, and why they hold value even when hidden from shoppers.
- [Proving enrichment works](https://docs.bigcommerce.com/developer/docs/ai-tools/catalog-enrichment/after-you-apply/measuring-impact.md): What to measure across on-site behaviour, organic search, and answer engines, and how to build a before-and-after comparison that holds up.
- [FAQ](https://docs.bigcommerce.com/developer/docs/ai-tools/catalog-enrichment/faq.md): Questions about getting good results from Catalog Enrichment — inputs, batching, review, and measurement.
- [Smart Edits](https://docs.bigcommerce.com/developer/docs/ai-tools/smart-edits.md): Smart Edits (formerly AI Bulk Actions) is an AI tool in the BigCommerce control panel product list that turns plain-language requests into a reviewable plan of bulk product updates, then applies them after you confirm.