Crawlight vs Vouched: AI Agent Detection
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Oct 13, 2026 for Crawlight, Nov 8, 2026 for Vouched.
The short answer
- Only Crawlight lists a free plan.
- Vouched lists 1 features Crawlight’s listing doesn’t mention, including Pixel tracking.
Head to head
- Bulgaria
- United States
Free
- · 30 days of AI visit history
- · Know which pages AI agents read
- · See which AI agents visit your store
Growth
- · AI optimization tips for your store
- · Full 180-day history and trends
- · Real-time Slack and Discord alerts
- · See revenue from AI-driven visits
- · Weekly AI traffic email report
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureAI assistants like ChatGPT, Claude, and Perplexity now browse online stores, but standard analytics count them as ordinary visitors. Crawlight classifies each storefront visit as human or AI agent, then shows which agents visited, which products they viewed, and which orders they influenced.You also get plain-language suggestions to make your store easier for AI agents to read.
Shoppers now send AI agents like ChatGPT to browse and buy for them, and those agents can look like any other visitor. Checkpoint by Vouched shows you who is really at your store: humans, bots, and AI agents, with the agents named. Open any visit to see what it looked at and where it came from. Your shoppers never notice a thing. You get the full picture first, then decide how you want to treat AI traffic.
- Classifies every storefront visitor as human or AI agent
- Weekly dashboard of AI visits, top products, and AI-attributed orders
- Plain-language tips to make your store easier for AI agents to read
- Generates an llms.txt file from your product catalog
- Detect AI agents and bots visiting your storefront
- View clear session insights to understand agent behavior
- Lightweight install with immediate traffic visibility
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 |  Crawlight |  Vouched |
|---|---|---|
| Detected stores | Not published | 4 |
| 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 | Home & Garden, Business & Industrial |
| Top store countries | Not published | Bulgaria, United States |
Reviews
| Measure | Crawlight | Vouched |
|---|---|---|
| App Store rating | Not published | 5.0 ★ |
| App Store reviews | Not published | 1 |
| New reviews, 28 days | Not enough data | Not enough data |
| Reviewers a year or more in | Not enough data | Not enough data |
FAQ
Crawlight and Vouched: common questions
- Is Crawlight or Vouched cheaper?
- Only Crawlight 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?
- Vouched lists 1 the others don’t mention, such as Pixel tracking. 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 Oct 13, 2026 for Crawlight, Nov 8, 2026 for Vouched; 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 Oct 13, 2026 for Crawlight, Nov 8, 2026 for Vouched. 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.