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Run the Shopify AI toolkit (descriptions, reviews, funnel)

Review mining is the underrated move — it surfaces the exact language to put in ads.

by @whitney · recommended tool Claude Code · 0 unlocks

ALTERNATES

Claude

You'll need

CONNECTORS

Google DriveShopify

EXAMPLES · WHAT THIS PROMPT PRODUCES

Sample output

**Shopify toolkit run — Tidewater Surf Co.**

**1. Rewrote 20 lowest-CTR product descriptions** in your laid-back, salt-and-sun voice. Example — "Men's 4/3 Wetsuit" went from a spec dump to: "Cold water, longer sessions. Our 4/3 keeps you warm without turning you into a marshmallow — flexible seams, thermal lining, zero break-in. Paddle out, stay out." Full set staged as drafts in Shopify.

**2. Review mining (last 90 days, 312 reviews):**
- Top complaints: sizing runs small (47 mentions), slow restocks on the 3/2 suit (19), zipper pull quality (11).
- Top compliments: warmth (88), durability after a season (54), fast shipping (41).
- Exact ad-ready language: "warmer than my old suit that cost twice as much," "two seasons in and still like new."

**3. Biggest funnel drop-off:** product page → cart (only 4.1% add-to-cart). Page-level fixes: add a size chart with "runs small, size up" callout, move reviews above the fold, add an in-stock/restock-date badge.

**4. Top 5 cross-sell pairings:** wetsuit → booties, board → traction pad, leash → wax, rash guard → board shorts, gloves → hood. Recommend a "Complete your setup" bundle widget on the wetsuit PDP.

PRICE HISTORY0 cr · current

PROMPT TEMPLATE · v1.0.0

Using the Shopify connector, do the following for <STORE>:
1. Rewrite the 20 lowest-CTR product descriptions in our voice.
2. Mine last-90-day reviews for top complaints + top compliments.
3. Diagnose the biggest funnel drop-off with specific page-level fixes.
4. Surface 5 products with the best cross-sell potential.

WORKFLOW

01Connect the Shopify connector in Claude.
02Run bulk tasks: rewrite product descriptions, mine review themes, diagnose funnel drop-off.
03Push updates back to Shopify or export for review.