Crawlight vs Trace:AI Sales Attribution
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, Oct 14, 2026 for Trace:AI Sales Attribution.
The short answer
- Only Crawlight lists a free plan. Paid plans start at $19/month for Crawlight and $2.99/month for Trace:AI Sales Attribution.
- Trace:AI Sales Attribution lists 6 features Crawlight’s listing doesn’t mention, including Custom reports, Data export, Marketing attribution.
Head to head
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
Monthly Plan
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.
More and more shoppers are asking AI chatbots like ChatGPT, Perplexity, and Gemini for shopping advice — and clicking through to buy. The problem? Your store's analytics can't tell you when this happens. It just shows "Direct" traffic, with no clue where it really came from. Trace:AI fixes that.
- 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
- See your AI-driven sales for the first time
- No setup or tech skills needed — just install and run
- Honest numbers — no nonsense, nothing unnecessary
- No manual UTM tagging or setup required
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 |  Trace:AI Sales Attribution |
|---|---|---|
| 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 | Crawlight | Trace:AI Sales Attribution |
|---|---|---|
| App Store rating | Not published | Not published |
| App Store reviews | Not published | 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 | Crawlight | Trace:AI Sales Attribution |
|---|---|---|
| Free plan | Yes | Not listed |
| Lowest paid monthly plan | $19/month | $2.99/month(ahead) |
| Longest free trial | 14 days | 7 days |
| Plans listed | 2 | 1 |
Listing
| Measure | Crawlight | Trace:AI Sales Attribution |
|---|---|---|
| Shopify category rank | #691(ahead) | #1607 |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Jul 17, 2026 | Aug 7, 2026 |
| Languages | 1 | 1 |
| Developer | Crawlight | StocklerSuite |
FAQ
Crawlight and Trace:AI Sales Attribution: common questions
- Is Crawlight or Trace:AI Sales Attribution cheaper?
- Only Crawlight lists a free plan. Paid plans start at $19/month for Crawlight and $2.99/month for Trace:AI Sales Attribution. 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?
- Trace:AI Sales Attribution lists 6 the others don’t mention, such as Custom reports, Data export, Marketing attribution, Real-time 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, Oct 14, 2026 for Trace:AI Sales Attribution; 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, Oct 14, 2026 for Trace:AI Sales Attribution. 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.