ClearSignal: Bot & AI Traffic vs Crawlight

Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Nov 8, 2026 for ClearSignal, Oct 13, 2026 for Crawlight.

The short answer

  • Both list a free plan. Paid plans start at $19/month for ClearSignal and $19/month for Crawlight.
  • ClearSignal lists 6 features Crawlight’s listing doesn’t mention, including Custom dashboards, Data export, Event tracking.

Head to head

Detected stores

ClearSignal: 2
Crawlight: —
Open this comparison in ShoplistFree account. Every feature, store and change, side by side.
Pitch
—
—
Categories
  • Analytics
  • Analytics
Languages
  • English
  • English
Launched
May 19, 2026
Jul 17, 2026
Built for Shopify
Not badged
Not badged
Reviews per month
—
—
Detected stores
2active installs
  • Luna Bronze
  • BUGATCHI
0active installs
Most common store size
11-50 products50%
—
Top countries
  • Australia50%
  • United States50%
—
Free options
Free planFree trial
Free planFree trial
Monthly range
From $0 to $49/month
From $0 to $19/month
Plans
FreeFree
  • · 1 report card per month (view only)
  • · 15-day data retention
  • · Ad spend waste estimator
  • · Bot detection dashboard
  • · Sidekick answers on bot traffic
  • · Top 3 channel attribution
Essentials$19/month
14-day free trial
  • · 3 report cards per month
  • · 35-day data retention
  • · All channel attribution
  • · Everything in Free
  • · Exclude countries from reports
  • · Up to 50,000 sessions/month
Growth$49/month
14-day free trial
  • · 100 day retention
  • · Campaign drill-down attribution
  • · Everything in Essentials
  • · Klaviyo integration
  • · Shopify Flow triggers
  • · Sidekick answers on AI agent sales
FreeFree
  • · 30 days of AI visit history
  • · Know which pages AI agents read
  • · See which AI agents visit your store
Growth$19/month
14-day free trial
  • · 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
8 of 9 features89%
3 of 9 features33%
Unique strengths
  • Custom dashboards
  • Data export
  • Event tracking
  • Heatmaps
  • +2 more
  • AI insights
Analytics
89%8/9
33%3/9
Customer behavior
100%2/2
50%1/2
Marketing and sales
50%1/2
50%1/2
Visuals and reports
100%5/5
20%1/5
621onlybothonly
ClearSignalCrawlight9 features listed across both App Store listings

Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.

See every feature
Works with also listed by another
—
—
How it sells itself

Bots from China, Singapore, and data centers inflate your sessions, drag down your conversion rate, and burn ad spend on visitors who never buy. They skew GA4, Meta, and Klaviyo too. ClearSignal shows your true human conversion rate, puts a dollar figure on the bot tax, keeps your Klaviyo lists clean, and exports a paid-traffic bot report.

AI 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.

Key points
  • Detect bot sessions with fingerprinting, behavior, and IP reputation
  • See your true conversion rate with bot traffic filtered out
  • Trace bots to their traffic source with UTM and click ID breakdown
  • Audit Klaviyo profiles for bot contacts and tag them for exclusion
  • 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
Screenshots
Bot traffic dashboard with 27% bot rate and trend chart
Bot cost impact showing $1,272/mo wasted on bot trafficChannel attribution showing 44% bot rate on Paid SearchKlaviyo integration and Shopify Flow bot triggers
AI agent detail with products viewed and drop-off pages
AI-attributed orders and revenue overviewCrawlight AI agent analytics dashboard overviewCrawlight dashboard showing weekly AI agent visits

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.

Showing only the rows where the apps differ.

Adoption

MeasureClearSignalCrawlight
Detected stores2as of Nov 8, 2026Not published
Net store change, 28 days0estimated0estimated
Stores added, 28 daysNot enough dataNot enough data
Big-brand shareNot enough dataNot enough data
Top store categoriesApparel & Accessories, Health & BeautyNot published
Top store countriesAustralia, United StatesNot published

Reviews

MeasureClearSignalCrawlight
App Store ratingNot publishedNot published
App Store reviewsNot publishedNot published
New reviews, 28 daysNot enough dataNot enough data
Reviewers a year or more inNot enough dataNot enough data

Pricing

MeasureClearSignalCrawlight
Free planYesYes
Lowest paid monthly plan$19/month$19/month
Longest free trial14 days14 days
Plans listed32

Listing

MeasureClearSignalCrawlight
Shopify category rank#1023in Analytics#691(ahead)in Analytics
Shopify App ChartsNot on this week’s chartsNot on this week’s charts
Built for ShopifyNoNo
LaunchedMay 19, 2026Jul 17, 2026
Languages1English1English
DeveloperAlpenglow Software LLCCrawlight

FAQ

ClearSignal and Crawlight: common questions

Is ClearSignal or Crawlight cheaper?
Both list a free plan. Paid plans start at $19/month for ClearSignal and $19/month for Crawlight. 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?
ClearSignal lists 6 the others don’t mention, such as Custom dashboards, Data export, Event tracking, Heatmaps. Crawlight lists 1 the others don’t mention, such as AI insights. 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 8, 2026 for ClearSignal, Oct 13, 2026 for Crawlight; 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 8, 2026 for ClearSignal, Oct 13, 2026 for Crawlight. 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.