Titles, meta descriptions, body copy, image alt text, tags, and product schema — generated in your brand voice, grounded in your real catalog specs, and synced back to Shopify with full review and rollback. Single product or 5,000.
Fragmenting product copy across multiple tools is how you end up with a great title and a broken meta description. Obsess AI generates the full set in a single pass so the fields stay consistent.
Rewritten titles that lead with the buyer-relevant phrase, include the primary keyword, and stay within the character envelope Shopify actually displays in search snippets and Google Shopping.
A 150–155 character meta description per product, written to win the click rather than restate the title. Includes a benefit, a differentiator, and a clear call to action when room allows.
Conversion-focused descriptions with the structure search engines and shoppers both reward: an opening hook, scannable feature lists, materials and specifications kept verbatim from your catalog, and benefit copy that ties to the product photography.
Descriptive, accessibility-first alt text generated from each image and the product context. Useful for screen readers, image search, and Google Shopping — and not just stuffed with the product name.
Suggested tags drawn from your category structure and the product itself, used by Shopify search, collection rules, and downstream merchandising. Existing tag schema is respected; new tags are proposed, not silently added.
Product schema (price, availability, SKU, brand, GTIN, aggregateRating where available) generated at the field level rather than as inline body markup. The result is rich-result-eligible without theme edits.
The single biggest reason most AI product rewrites end up disastrous is hallucinated specs. Here is the six-stage pipeline that prevents it — the same one that runs whether you target a single product or your entire catalog.
On install, Obsess AI reads every product, variant, image, metafield, and tag through the Shopify Admin API. It builds a map of which fields you currently use, which you have not populated, and where existing values are off-pattern (truncated titles, missing meta, generic alt text).
Before any generation runs, the system extracts hard product specs — materials, dimensions, ingredients, certifications, sizing, capacity — and locks them. Generated copy can talk around these facts but never alters them. This is the single biggest reason hallucinated product copy never reaches your store.
Your brand voice profile is applied per field. Titles get the formal, scan-friendly variant; body copy gets the longer, on-brand voice; meta descriptions get the punchy CTR-focused tone. The same product comes out sounding consistent across fields, not stitched together.
Bulk runs are batched and rate-limited so the Shopify API stays inside its rate budget for your store. You can target the entire catalog, a collection, a smart segment, or a tag — and re-run the same selection later for an incremental refresh.
Every generated change lands in a review queue with a clear before/after diff per field. You can approve in bulk, approve per product, edit inline, or reject and re-generate. Nothing publishes to Shopify without a human green-light unless you explicitly enable autopilot for that field.
Approved changes write back through the Shopify Admin API to the right field, on the right variant, with the right metafield. Schema updates are emitted at the field level so theme code is never modified. Updates are reversible from the activity log.
Four representative scenarios drawn from stores running Obsess AI today, across very different categories and catalog sizes.
A 4,000-SKU fashion store rewrites titles, descriptions, and alt text across the entire catalog in eight weeks of staged batches. Specs are preserved verbatim per product. Organic Shopping impressions become the immediate compounding win because so many SKUs were under-titled.
A skincare brand keeps every ingredient list intact while rewriting body copy to emphasize how each active works. Product schema and FAQ blocks are added across the catalog so PDPs become eligible for Google rich results.
A decor merchant generates accessibility-first alt text for thousands of images across variants. Image search traffic becomes a measurable channel within a quarter, and screen-reader experience improves at the same time.
A specialty retailer in a niche category uses bulk generation to flesh out under-described products with proper feature lists, FAQ blocks, and meta descriptions. Long-tail product queries start ranking where the catalog previously had nothing for Google to chew on.
Product enhancements share the catalog graph, the brand voice profile, and the keyword universe with the blog writer and social automation, so on-product copy stays consistent with what is being said about the product everywhere else.
Tone, sentence length, vocabulary, and formatting habits learned from your existing copy and refined every time you accept, edit, or reject a draft. Applied per field so titles, body, and meta sound consistent.
Live products, variants, images, metafields, and tags as the source of truth. The system reads the same data your storefront does, in real time.
Up to 15 cluster-matched keywords mapped per product. Distribution respects per-field caps so density stays in the rank-friendly range.
Materials, dimensions, ingredients, certifications, and sizing locked from your catalog before any generation begins. The single biggest defense against hallucinated copy.
Every approved change is logged with the prior value. You can roll back individual products or full batches weeks after publishing.
Bulk runs are rate-limited to respect the Shopify Admin API budget for your store. A 5,000-SKU rewrite is fast but staged so it does not impact storefront performance.
We would rather call out the limits up front. These are the things we tell merchants in onboarding so they can set realistic expectations.
Pricing is published on a single page with what every plan includes. No usage-priced tokens, no enterprise-only features hidden behind a sales call.
See full pricing →Install, generate real rewrites against a sample of products, review the diff, and decide before any charge is made. Approved changes stay on your store if you cancel.
Start the trial →The free product description generator runs on the same model as the full feature. Paste a product URL or details, see the output, then decide whether to install for bulk.
Try the free tool →Aman is the founder of Obsess AI and leads product and engineering on the Shopify-native AI content system. He works with Shopify merchants daily on keyword strategy, on-product SEO, blog content workflows, and the platform integrations that make all of it possible. The product enhancements feature described here is the result of building the spec preservation pass, the bulk batching layer, and the Shopify Admin API sync pipeline alongside merchants who have rewritten thousands of SKUs with the system.
Primary documentation referenced for the technical claims on this page. We do not link out to competitor products or affiliate content; these are the standards bodies and platform docs the engineering work is built against.
Install Obsess AI, run a bulk rewrite against a sample, review the diff, and decide before you pay.
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