Clickfrom.ai vs Novi AI Shopping Optimizer
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Nov 1, 2026 for Clickfrom.ai, Jul 15, 2026 for Novi AI Shopping Optimizer.
The short answer
- Clickfrom.ai lists 24 features Novi AI Shopping Optimizer’s listing doesn’t mention, including AI generation, AI mapping, Analytics.
Head to head
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
Starter
- · 10 bonus inception pages every month
- · AI-powered llms.txt generation
- · Adds best-fit Product Cards to all blogs
- · Automatic content updates
- · Priority email support
- · Up to 499 products
Growth
- · 20 bonus inception pages every month
- · AI-powered llms.txt generation
- · Adds best-fit Product Cards to all blogs
- · Automatic content updates
- · Priority email support
- · Up to 999 products
Pro
- · 30 bonus inception pages every month
- · AI-powered llms.txt generation
- · Adds best-fit Product Cards to all blogs
- · Automatic content updates
- · Priority email support
- · Up to 1499 products
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureAI is changing how people shop. Buyers now ask ChatGPT instead of Google. Most Shopify stores don’t appear in AI answers because their content isn’t built for AI crawlers. ClickFrom.ai fixes this with smart llms.txt, Inception Pages, and auto-inserted product cards. Your store stays untouched but becomes AI-ready, boosting visibility, clicks, and orders. Built for ChatGPT Shopping and AI product discovery.
Novi helps CPG and Retail merchants get their products discovered and chosen by AI shopping agents like ChatGPT. Connect your Shopify store to import your product catalog into Novi in minutes, and export expertly-optimized attributes directly back into your storefront.
- Get discovered on ChatGPT, Google AI Overview, Gemini, Perplexity, Grok etc.
- Converts your store into the clear, structured language AI chatbots prefer.
- Site changes automatically update AI indexes, keeping content fresh for AI.
- Your live store is untouched. We build separate, AI-ready content indexes.
- Import your Shopify product data into Novi in minutes, no spreadsheets needed
- Map Shopify fields to the product attributes AI shopping agents need
- Get SKU-level optimization recommendations tailored to your product category
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 |  Clickfrom.ai |  Novi AI Shopping Optimizer |
|---|---|---|
| Detected stores | Not published | Not published |
| Net store change, 28 days | 0 | 0 |
| Stores added, 28 days | Not enough data | Not enough data |
| Big-brand share | Not enough data | Not enough data |
| Top store categories | Not published | Not published |
| Top store countries | Not published | Not published |
Reviews
| Measure | Clickfrom.ai | Novi AI Shopping Optimizer |
|---|---|---|
| App Store rating | 5.0 ★ | Not published |
| App Store reviews | 6 | Not published |
| New reviews, 28 days | Not enough data | Not enough data |
| Reviewers a year or more in | Not enough data | Not enough data |
Pricing
| Measure | Clickfrom.ai | Novi AI Shopping Optimizer |
|---|---|---|
| Free plan | Not listed | Not listed |
| Lowest paid monthly plan | $9.99/month | No monthly plan listed |
| Longest free trial | 14 days | Not listed |
| Plans listed | 3 | Not published |
Listing
| Measure | Clickfrom.ai | Novi AI Shopping Optimizer |
|---|---|---|
| Shopify category rank | #290 | #78 |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Jul 9, 2025 | May 25, 2026 |
| Languages | 1 | 1 |
| Developer | Clickfrom.ai | Novi Connect |
FAQ
Clickfrom.ai and Novi AI Shopping Optimizer: common questions
- What features does each app list that the other doesn’t?
- Clickfrom.ai lists 24 the others don’t mention, such as AI generation, AI mapping, Analytics, Audits. 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 1, 2026 for Clickfrom.ai, Jul 15, 2026 for Novi AI Shopping Optimizer; 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 1, 2026 for Clickfrom.ai, Jul 15, 2026 for Novi AI Shopping Optimizer. 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.