4.8/5
Shopify App Store
DTC founders & experts
4.5/5
Trustpilot
4.8/5
Shopify App Store
4.5/5
Trustpilot
Cometly: now aimed at B2B SaaS, not on the Shopify App Store. TrueROAS: shows the ad behind each sale, then sends the real sales to Meta and Google, so your ads improve.
E-commerce attribution for Shopify & WooCommerce
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TrueROAS is an alternative to Cometly for Shopify and WooCommerce stores. It shows which ad made each sale, then sends the real sales to Meta and Google, so your ads improve.
Cometly does not publish a price for a store doing $100k a month. TrueROAS Pro is $299 a month. TrueROAS is free under $10k a month in revenue.
. Prices and features checked Oct 2026.
What you keep
Cometly has an AI chat on Core and keeps its MCP for Enterprise. TrueROAS has chat, agent alerts and MCP on the Pro plan.
Example: asked which ads brought new customers last week, Trew AI checks 25 Shopify orders and answers Summer Sale #12 with 14 new customers ($1,960), UGC Hook v3 with 9 ($1,170) and Retargeting 7d with 2 ($240). Then an agent flags the ad set Broad Audience 3: Meta reports 6 sales, Shopify has 0, and it spent $420 this week.
Cometly lists MCP under Enterprise (pricing) and calls it public beta (MCP page, Oct 2026).
In their words
From a 2026 review and Cometly's own pages.
"Its just another tool with a bunch of complicated options, the pricing is also too high."
"Usage-based pricing. Built for B2B SaaS."
"We don't run a free trial because attribution requires CRM and ad-platform setup to be useful."
Cometly scores 3.8 on Trustpilot (93 reviews) and 4.8 on G2 (35 reviews), Oct 2026.
Honest fit check. Stay if:
You sell B2B or SaaS
and track ads to pipeline in HubSpot, Salesforce or Stripe.
You advertise on many channels
like LinkedIn, Reddit or Snapchat, and send sales to each.
You run lead funnels
in ClickFunnels or GoHighLevel, or need a warehouse sync.
Switching
We read the UTMs you already use, so nothing changes in your ads while you compare.
Switching in three steps. Day 0: install TrueROAS next to Cometly in 3 minutes and keep both running. Day 1: install on your Shopify store (Shopify App Store Your store). Cometly: Not on the App Store. TrueROAS: Live in 3 minutes. Day 14: keep the one built for your store and cancel the other.
Cometly's app is not on the Shopify App Store (listing), every customer starts a 60-day onboarding program (onboarding), and prices are quoted on a call.
Average across TrueROAS stores, 90 days after install vs before.
Average across stores
PMax campaigns
Meta event match quality
Weekly, from user survey
What each tool does with each sale, what you can do with the data, and what it costs a store your size.
Last click only WeTracked | BEST VALUE | No free trial Cometly | |
|---|---|---|---|
| What it costs | |||
| Pricing starts at | $49/mo (500 orders) | Free under $10k/mo, then from $99 | Not public (quoted on a call) |
| Price for a store doing $100k/mo | $149-50% vs TrueROAS | $299Pro plan | Not public |
| Contract | Monthly, 20% off annual | Monthly or yearly | Monthly or annual, no trial |
| Where the numbers come from | |||
| Where its numbers come from | Forwards real orders, reports last click | Every number starts from a real Shopify order | Server-side pixel plus MTA models |
| Counts a sale only if a real Shopify order exists | Not public | YesOrder-verified | No |
| Sends your sales back to Meta & Google | Yes | YesMeta CAPI + Google enhanced conversions | Yes |
| What you can see | |||
| Shows which ad made each sale | YesLast click, UTM tags only | YesChannel, campaign, ad and creative | Yes |
| Customer journey on every order | Not public | YesEvery order | Yes |
| Attribution per product | Not public | YesPro plan | Not public |
| Lifetime value per channel | Not public | YesPro plan | Not public |
| Post-purchase survey built in | Not public | YesOne question, every order | Not public |
| What you can do with the data | |||
| Manage ads inside the tool | No | YesMeta + Google | |
| AI assistant on your data | Not public | YesTrew AI, plus agents on your data | YesAgent |
| Works with Claude, ChatGPT and Cursor (MCP) | Not public | YesPro plan | YesEnterprise only (beta) |
| Shows if an ad really added sales | Not public | YesIncremental Attribution | Not public |
| How often data updates | Real time | ⚡ 6 mins | Not public |
| Included features | 2 of 11 | 11 of 11 | 6 of 11 |
List prices from each vendor's public pricing page, against TrueROAS Pro at $299 for a store doing $100k/mo. “est.” is our estimate from the vendor's published tiers. “Not public” means the vendor does not document that feature, and it does not count as included.
Sources: WeTracked: WeTracked reporting help · Cometly: Cometly MCP docs
Monthly Ad Spend
$15,000
Monthly
+$3,300
Annual
+$39,600
Based on +$0.22 per $1 ad spend
Every quote links to the original review on the Shopify App Store or Trustpilot.

Soon three years with TrueROAS and still happy with it!

2 months and big results
Very good app. I almost turned off an ad set that had a 4.5 ROAS because Meta tracked not all of the sales and had a Meta 1.5 ROAS.
Definitely worth the cost. Other attribution tools are at least 3X the cost, often with bloated features that you won't use. TrueROAS is the perfect balance for ecom brands.
A complete overview of all marketing channels we use, easy to implement and a great pricing structure. Honestly in my opinion the best analytics platform.
I have tested this tool for 2 months against another very expensive tracking tool, Hyros, and TrueROAS gives me the same 100% tracking.
Meta says one thing. Shopify says another. TrueROAS triangulates both, plus server-side signals, to show you which ads actually drove revenue.







When will you?
Start Free Trial →How much does Cometly cost?
Cometly does not publish prices. Its two plans are priced on your monthly pageviews and quoted on a 30-minute call, billed monthly or yearly (yearly saves 20%), with no free trial. TrueROAS Pro is $299 a month for a store doing $100k a month, free under $10k a month, and every plan starts with a 14-day free trial.
Is Cometly built for Shopify stores?
Cometly now describes itself as "AI Marketing Attribution For B2B SaaS Companies", and its app is not available on the Shopify App Store. Shopify stores connect by pasting its pixel into the theme and setting up a Shopify webhook. TrueROAS is built for Shopify and WooCommerce stores and installs from the Shopify App Store.
Do I need onboarding?
For Cometly, yes: every customer starts with a 60-day onboarding program with a specialist. TrueROAS takes 3 minutes to set up, and your recent orders load in on day one.
Does TrueROAS have AI and MCP like Cometly?
Yes. Trew AI chat answers questions about your data, agents flag what needs your attention, and MCP comes with the Pro plan for Claude, ChatGPT or Cursor. Cometly's Agent chat is on its Core plan, and its MCP is an Enterprise feature in public beta.
Does TrueROAS send sales back to Meta and Google?
Yes. Real sales go to Meta and Google, so their bidding learns from real orders. It is included on Pro for one store, and an add-on ($49/mo) on Basic. If you also need LinkedIn, Reddit or Snapchat, Cometly sends to more ad platforms.
How soon will I see which ads work?
Cometly only tracks from the day its pixel is installed, and its help center says data takes 4 to 10 days to mature. TrueROAS loads your recent orders on day one.
Can I run both side by side?
Yes. TrueROAS reads the UTMs you already use, so nothing changes in your ads while you compare. If you then leave Cometly: its self-serve plans can be cancelled in billing settings and stay active until the period ends, with no refunds. Contract plans are cancelled through your Cometly rep.
Go deeper
Comparing tools? Use the five questions
Five-minute lessons, written by the founder, no jargon.