ChatGPT Ads vs Convrail: ChatGPT Ads Tracking
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Nov 7, 2026 for ChatGPT Ads, Nov 6, 2026 for Convrail.
The short answer
- Only Convrail lists a free plan.
- Convrail lists 8 features ChatGPT Ads’s listing doesn’t mention, including AI copywriting, AI targeting, Dashboards.
Head to head
- United States
- Germany
- United Kingdom
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
Free
- · A fix for every refused product
- · AI rewrites of titles and descriptions
- · Ad controls: pause, bids, guardrails
- · ChatGPT Ads pixel and Conversions API
- · Daily feed delivery to OpenAI
- · Product feed up to 500 items
Growth
- · ChatGPT Ads vs organic ChatGPT sales
- · ChatGPT revenue, order by order
- · Everything in Free
- · Pages ChatGPT shoppers land on
- · Product feed up to 5,000 items
- · Return on ad spend and best sellers
Scale
- · AI search visibility, 25 questions
- · Everything in Growth
- · One plan shared by up to 3 stores
- · Questions set per country you sell to
- · See which shops ChatGPT names instead
- · Unlimited product feed items
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureReach customers throughout their decision journey with ChatGPT Ads. Connect or create an ad account from Shopify, automatically sync your product catalog to ChatGPT Ads Manager, build ads and campaigns from your product information, set up conversion measurement, and track performance without leaving Shopify.
Convrail shows what ChatGPT really earns you. Every order is matched to ChatGPT Ads or organic ChatGPT, with the evidence, so you see revenue, ROAS and profit per product. Your product feed is checked against the OpenAI spec and delivered daily, with the exact fix for each refused item.
- Connect an existing ChatGPT ad account or create a new one directly from Shopify
- Automatically sync your Shopify product catalog to ChatGPT Ads Manager
- Create ads using your Shopify product catalog in just a few clicks
- Run ad campaigns across ChatGPT using a Shopify pixel and conversion events
- Revenue from ChatGPT Ads and organic ChatGPT, matched order by order
- ROAS and profit per product, with ad controls to advertise what pays
- Product feed checked against the OpenAI spec, with a fix for each refusal
- Tracking and feed alerts every 15 minutes, plus a weekly ChatGPT sales report
All the numbers
Every figure, side by side
A green dot marks the app ahead on a measured figure. Estimates, gaps and apps that leave no storefront trace never take the lead.
Adoption
| Measure |  ChatGPT Ads | |
|---|---|---|
| Detected stores | 4,048 | Not published |
| Net store change, 28 days | +176 | 0 |
| Stores added, 28 days | 176 | Not enough data |
| Big-brand share | 24% | Not enough data |
| Top store categories | Apparel & Accessories, Home & Garden, Health & Beauty | Not published |
| Top store countries | United States, Germany, United Kingdom | Not published |
Reviews
| Measure | ChatGPT Ads | |
|---|---|---|
| App Store rating | 2.0 ★ | Not published |
| App Store reviews | 15 | Not published |
| New reviews, 28 days | Not enough data | Not enough data |
| Reviewers a year or more in | 0% | Not enough data |
Pricing
| Measure | ChatGPT Ads | |
|---|---|---|
| Free plan | Not listed | Yes |
| Lowest paid monthly plan | No monthly plan listed | $29/month |
| Longest free trial | Not listed | 14 days |
| Plans listed | Not published | 3 |
Listing
| Measure | ChatGPT Ads | |
|---|---|---|
| Shopify category rank | Not enough data | Not enough data |
| Shopify App Charts | #5 in Ads | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Sep 3, 2026 | Oct 30, 2026 |
| Languages | 1 | 2 |
| Developer | OpenAI | Expert Ecommerce |
FAQ
ChatGPT Ads and Convrail: common questions
- Is ChatGPT Ads or Convrail cheaper?
- Only Convrail lists a free plan. Shoplist compares base prices only between monthly plans in the same currency; usage charges and annual plans vary, so check each plan’s limits.
- What features does each app list that the other doesn’t?
- ChatGPT Ads lists 7 the others don’t mention, such as Audience segments, Click-through rates, Cost per acquisition, Custom audiences. Convrail lists 8 the others don’t mention, such as AI copywriting, AI targeting, Dashboards, Event-based. A feature missing from a listing may still be supported; this compares what each App Store listing says.
- Where does this comparison’s data come from?
- Shoplist crawls Shopify storefronts to detect which apps each store runs, and reads each app’s Shopify App Store listing for reviews, pricing, features and integrations. Store counts are as of Nov 7, 2026 for ChatGPT Ads, Nov 6, 2026 for Convrail; estimated figures are labeled.
How Shoplist compares apps
Store counts come from Shoplist’s crawl of Shopify storefronts, which detects the apps each store runs; they are as of Nov 7, 2026 for ChatGPT Ads, Nov 6, 2026 for Convrail. Reviews, ratings, plans, features and integrations come from each app’s Shopify App Store listing. 28-day figures are labeled when estimated, and a figure that is missing or estimated never decides who leads. Read the methodology.