Lebesgue is an AI CMO for attribution and profit reporting, typically $200-400/month with their Le Pixel tracking layer. Torvio is the self-serve Lebesgue alternative for founders who want the strategy and content layer instead: daily briefings, campaign drafts, competitor intel, multi-channel direction at $29-299/month.
Lebesgue measures attribution and profit using first-party tracking, then surfaces AI insights about what is working in your existing marketing. Best for $1M+ Shopify brands with mature data.
Torvio writes the brief Kova and Jenny would give you tomorrow morning across organic, paid, content, and competitor. Best for founders who need strategy and direction, not deeper measurement.
Different categories. Lebesgue measures the past; Torvio plans the next day. Both are AI tools, both are useful, neither replaces the other at scale.
"AI CMO with first-party attribution."
~$99/mo starter · $200-400/mo with Le Pixel attribution
"AI marketing director for DTC founders."
Starter $29/mo · Growth $99/mo · Scale $149/mo · Agency $299/mo
Y = full feature · P = partial · — = not offered
| Capability | Lebesgue | Torvio |
|---|---|---|
| First-party attribution tracking | Y (Le Pixel) | — |
| Profit reporting tied to ad spend | Y | — |
| Daily marketing briefings across channels | — | Y |
| Campaign drafts (TikTok, Instagram, email, ads) | — | Y |
| Competitor intelligence + counter-moves | — | Y |
| Country-aware (US, CA, UK, AU) | P | Y |
| Works from URL alone (no Shopify history) | — | Y |
| TikTok-first content stance | — | Y |
| Entry price (USD/mo) | ~$99 | $29 |
| 7-day free trial | P | Y |
If you are searching for a Lebesgue alternative, this is the section that matters most.
For most DTC founders under $1M revenue, paying $200-400/month for AI attribution is the wrong shape of cost. Torvio at $29-99/month is the practical Lebesgue alternative at that stage: it replaces the strategy layer (what to do, what to post, what to test) for less than half the price, while you keep your existing analytics free with GA4 or Shopify's native reports. Once you cross $1M and have months of clean Shopify data, layering Lebesgue on top of Torvio Growth becomes a real complete stack: Torvio drives the daily strategy and Jenny writes the ad copy, Lebesgue measures which dollars actually came back. Most founders we talk to start with Torvio first because the direction problem hurts every morning, and they add a serious attribution layer like Lebesgue only once the ad spend justifies it.
Torvio Starter at $29/month is the most practical Lebesgue alternative for DTC brands under $1M in revenue. Lebesgue is built for attribution + profit tracking with mature Shopify data. Torvio is built for daily marketing direction across organic, paid, and content. Different problems, very different prices.
No. Torvio does not measure attribution. Lebesgue's Le Pixel does first-party tracking and connects it to profit reporting. Torvio's strength is the strategy layer above attribution: what to build, what to post, what your competitor just did, what to do tomorrow morning. The two solve different problems and can be used together at scale.
Lebesgue typically starts around $99/month for basic analytics and climbs to $200-400+/month for the full suite with Le Pixel attribution. Torvio is $29 (Starter), $99 (Growth), $149 (Scale), or $299 (Agency) per month. Torvio is cheaper at every tier and includes Jenny for paid ads strategy starting at Growth.
Once you cross $1M+ revenue and run $5K+ in monthly ad spend, yes. Lebesgue tells you what is profitable; Torvio tells you what to do tomorrow. They sit at different altitudes. Lebesgue Starter plus Torvio Growth costs around $200-300/month combined, which is a complete attribution + direction stack for a serious DTC brand.
Yes. The 7-day free trial includes the full Growth tier: 100 AI chats per month (Kova + Jenny), 25 campaigns, 3 brands, daily briefings, 5 weekly competitor spies. No credit card. After day 7 the account drops to Starter at $29/mo unless you upgrade. Most founders use the trial to test whether a $29 or $99 monthly tool actually replaces a $200+/mo attribution layer for their stage.
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