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Grok Bot+18 agentsAI Shopping Optimizer: Get Products Picked by ChatGPT
Audit your catalog feed, find the shopper questions your product data can't answer, and rewrite titles, descriptions, attributes and schema for ChatGPT, Google AI Mode, Perplexity and Copilot.
$19
AI Shopping Optimizer: Get Products Picked by ChatGPT
Example session with this skill installed
Here's my Shopify product export (214 rows, travel backpacks). Why aren't we showing up when people ask ChatGPT or Google AI Mode for backpack recommendations? Audit it and rewrite our top 3 products.
- Read your context and instructions
- Compiled the ai shopping optimizer
Optimization Pack: Carry-on Backpacks (fictional brand, ExampleCo)
1. Channel readiness
| Channel | Status | Next step |
|---|---|---|
| Google AI Mode / Gemini | Merchant Center connected; 61% of items lack GTIN | Add GTINs; upload supplemental feed |
| ChatGPT shopping | Not enrolled | Opt in through Shopify's AI channel settings or the merchant application |
| Perplexity | Shopify auto-sync only | Apply to the Merchant Program for feed control |
| Copilot | Unknown | Confirm current route in Microsoft Merchant Center |
2. Feed audit (script output, 214 rows)
| Issue | Rows |
|---|---|
| Missing GTIN / MPN | 132 (61%) |
| Description has HTML | 214 (100%) |
| Thin description (<50 words) | 97 (45%) |
| Variant title lacks variant | 88 (41%) |
| Promo text in title | 12 (6%) |
3. Answerability gaps
| Shopper prompt | Constraint blocked |
|---|---|
| "fits under an airplane seat, under $120" | ❌ no dimensions in cm/in |
| "laptop sleeve for a 16-inch MacBook Pro" | ⚠️ "fits most laptops" |
| "water-resistant for biking in rain" | ❌ no fabric rating |
| "ships to the UK with free returns" | ❌ no ship regions or return terms |
[NEED] from you: sleeve internal dimensions · fabric water-resistance rating · UK shipping + return policy
4. Rewrite: product 1
Before: TRAVEL BACKPACK!! Best Seller - FREE SHIPPING
After: ExampleCo Carry-On Travel Backpack — 40L, Clamshell Opening, Laptop Sleeve, Charcoal
Description (first lines): A 40-liter carry-on backpack that opens flat like a suitcase, built for 3–5 day trips. Laptop sleeve [NEED: internal dimensions]; external size [NEED: cm/in] for airline under-seat checks.
Q&A attributes: Use case: weekend and business travel · Opening: full clamshell · Not suited for: multi-day hiking (no hip-belt load support)
5. Prioritized fixes
| Fix | Impact | Effort |
|---|---|---|
| Add GTINs to 132 variants | High | M |
| Plain-text descriptions with dimensions | High | M |
| Upload supplemental feed (titles) | High | S |
| Return policy + shipping in schema | Med | S |
Also included: JSON-LD for each product, the supplemental feed CSV, a feed/page/schema consistency report, and 15 shopper prompts to re-test in 4 weeks.
Connects securely to your tools. The creator never sees your data.
About this skill
Shoppers now ask AI assistants things like "carry-on backpack under $120 that fits a 16-inch laptop and ships to the UK." The assistant matches those constraints against structured product facts. If your data doesn't state the dimensions, compatibility, shipping regions or return policy, your product gets skipped, however good the copy is.
This skill finds the facts your catalog is missing and rewrites your listings so AI shopping assistants can match and quote them.
What you get: an Optimization Pack
- Channel readiness map: how products get into ChatGPT shopping, Google AI Mode & Gemini (via Merchant Center), Perplexity and Copilot, what you already have, and the next step for each.
- Whole-catalog feed audit: an included Python script reads Shopify, WooCommerce or Merchant Center exports. It flags missing GTINs/MPNs, HTML in descriptions, thin copy, variant titles missing their variant, promo text in titles, duplicates and gaps in required fields, and writes a per-product CSV.
- Answerability gap analysis: 10 realistic shopper prompts per category, each broken into constraints and checked against your data (✅ / ⚠️ / ❌). Gaps roll up into an attribute table that shows exactly which missing facts block which prompts.
- Rewrites for your top products: titles built as brand + type + key attributes + variant, plain-text descriptions with facts first, Q&A-style attributes, a page FAQ block, and a supplemental feed CSV you can upload without touching your main feed.
- Product JSON-LD with offers, shipping and return policy, matched to the page.
- Consistency check across feed, page and schema (price, availability, variants, GTIN).
- Prioritized fix list (impact × effort) and a prompt test plan to measure before and after.
Guardrails
It never invents product facts; missing specs become [NEED] requests to you. It adds no fake ratings or review counts to schema, makes no unsupported "best", eco or health claims, and never puts competitor brands in titles. Regulated categories are flagged for your compliance review.
AI shopping programs changed several times in 2025–2026. For example, ChatGPT's Instant Checkout launched in September 2025 and was discontinued in March 2026. The channel map is dated October 2026 and tells you to confirm current steps with each program.
How to use
Skills on Agensi run inside your AI agent. Copy the prompt, paste it into your agent, and it connects to Agensi and installs this skill for you. If a payment is needed, your agent shows it to you first.
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