Same Affordable Spirit. Plus a Second Opinion on Every Insight.
Lebesgue (Henri AI) is a genuinely good, affordable multi-source analytics tool for ecommerce brands. Askalytics shares its small-business pricing instinct and multi-source approach, and adds the one thing Lebesgue doesn't have: a Confidence Check that verifies every insight before you trust it.
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Comparing
Askalytics
Where Lebesgue Is Genuinely Strong
Lebesgue is one of the better-judged products in this space. It's affordable, with a free tier plus paid plans at $79 and $149, and it connects a real range of sources, including commerce tools like Shopify, Klaviyo, Amazon, and TikTok. It's a funded, established business (a €2.9M seed round behind it) with a deserved reputation among ecommerce brands. If you run a Shopify-centric store and want broad, well-priced analytics, Lebesgue is a credible pick. The comparison below is about trust and which slice of data each tool centers on.
The Takeaway in Three Bullets
We Verify Every Insight
Both tools answer across multiple sources at an affordable price. Only Askalytics runs every insight through a Confidence Check: a second AI on a different provider reviewing the insight before you act. Lebesgue doesn't publish a verification layer like that.
Centered on Marketing & Revenue
Lebesgue centers on the ecommerce stack. Askalytics centers on the marketing-and-revenue picture: GA4, Search Console, Google Ads, and Microsoft Clarity joined in one warehouse, plus HubSpot and Mailchimp in beta, with Shopify Coming Soon. Different center of gravity; pick the one that matches your data.
Honest About Commerce Today
Lebesgue's commerce coverage is broad and live now: Shopify, Klaviyo, Amazon, TikTok. Askalytics has Shopify Coming Soon. If deep commerce-source breadth is your must-have today, we'll tell you straight: Lebesgue is ahead there right now.
The Bloom & Measure demo property is loaded by default on every free trial account.
Feature Comparison
Marked honestly from Lebesgue's public materials. ✓ = has the feature. ✗ = doesn't. ~ = partial or not public.
| Feature | Askalytics | Lebesgue |
|---|---|---|
| Trust & accuracy | ||
| Natural-language questions | ✓ | ✓ |
| Confidence Check (verifies every insight) | ✓ | ✗ |
| Every figure traces to the query that produced it | ✓ | ✗ |
| Citation validation on every claim | ✓ | ✗ |
| Audit-grade evidence pack per insight | ✓ | ✗ |
| Data sources | ||
| GA4, Search Console, Google Ads | ✓ | ~ (ads & marketing focus) |
| CRM (HubSpot) & email marketing (Mailchimp) | ✓ (beta) | ~ (Klaviyo) |
| Commerce (Shopify) | ~ (Coming Soon) | ✓ |
| Broad commerce sources (Amazon, TikTok, Klaviyo) | ✗ | ✓ |
| History available | Daily-aggregated history for as long as your subscription is active | ~ (not published) |
| Insights & delivery | ||
| Proactive AI insights | ✓ | ✓ |
| AI Sentinel (nightly monitoring with AI analysis) | ✓ | ~ |
| AI Sentinel (deep AI analysis of what changed and why) | ✓ | ✗ |
| Learns from your feedback to personalize future insights | ✓ | ✗ |
| Weekly insight by email (no login needed) | ✓ | ~ (in-app) |
| Slack alerts & notifications | ✓ | ~ (not public) |
| Microsoft Teams notifications | ✓ | ~ (not public) |
| Security & account | ||
| Two-factor authentication (2FA) | ✓ | ~ (not public) |
| One-click GDPR data export | ✓ | ~ (not public) |
| Role-based team access (owner / analyst / viewer) | ✓ | ~ (not public) |
| Pricing & fit | ||
| Free tier | ~ (14-day free trial, no card) | ✓ |
| Paid pricing | $19 to $149/mo | $79 / $149/mo |
| Public, self-serve pricing | ✓ | ✓ |
| Built for solo / small-business buyers | ✓ | ✓ (SMB ecommerce) |
The Bloom & Measure demo property is loaded by default on every free trial account.
How We're Different
Three places the two products diverge.
1. The insight is verified, not just generated.
Lebesgue and Askalytics both answer questions across multiple sources at a small-business price. That part is parity, and Lebesgue does it well. The divergence is what happens after the answer is written. Askalytics runs a Confidence Check: a second AI on a different provider independently reviews every insight and gives its verdict before the insight is finalized. We have not found Lebesgue, or any competitor in this category, offering a verification step like this. When two models on two providers agree, you can act with more confidence than on one model's word.
2. Every figure is checked in code.
Underneath the verification layer is a deliberate architecture: the AI reasons over your nightly-refreshed warehouse and runs the queries it needs, so every number it reports is generated by a query against your own data and traces back to that exact query. A code check traces every number in the prose to a real query result and flags any it cannot match. Every insight ships with an audit-grade evidence pack. That's what makes the Confidence Check possible: there's a ground truth to verify against, not just fluent text.
3. A different center of gravity. Choose by your data.
Here's the honest fit question. Lebesgue centers on the ecommerce stack, with broad, live commerce sources today (Shopify, Klaviyo, Amazon, TikTok). Askalytics centers on the marketing-and-revenue picture: GA4, Search Console, Google Ads, and Microsoft Clarity, plus HubSpot and Mailchimp in beta, with Shopify Coming Soon. If your business runs on commerce-source breadth right now, Lebesgue is ahead there. If your priority is verified insight across your Google and CRM marketing data, that's where Askalytics is built to win. See how we compare to Luca AI as well.
The Bloom & Measure demo property is loaded by default on every free trial account.
Common Questions
You've got it right: multi-source at an affordable price is parity between the two, and Lebesgue is a strong product. The real difference is verification. Askalytics checks every insight with a second AI on a different provider before you trust it; Lebesgue doesn't publish a step like that. The second difference is which data each centers on: Lebesgue leans ecommerce, Askalytics leans the Google-plus-CRM marketing-and-revenue stack.
It's an honest trade-off. Lebesgue's commerce breadth (Shopify, Klaviyo, Amazon, TikTok) is live now; our Shopify connector is Coming Soon. If broad commerce coverage today is your must-have, Lebesgue is genuinely ahead there. If your core is GA4, Search Console, Google Ads, and Microsoft Clarity, plus HubSpot and Mailchimp in beta, and you want every insight verified, that's where we fit.
After the primary AI produces an insight, a second model on a different provider independently reviews the conclusion against the same findings and gives its verdict before you see it. Agreement across two models on two providers is a stronger trust signal than one model's confidence alone. It's the single capability we've found no competitor in this category, Lebesgue included, offering.
Lebesgue offers a free tier today. Askalytics doesn't have a permanently free tier, but you can start with a 14-day free trial, no card needed, and our Scout plan starts at $19 a month. We're built for small-business budgets in the same affordable spirit, with tiers up to $149 a month. See full pricing.
If your analytics revolve entirely around Shopify and other commerce platforms today, Lebesgue's live commerce breadth makes it a strong choice right now. If you also lean heavily on GA4, Search Console, Google Ads, and a CRM (HubSpot, in beta), and you want verified answers, Askalytics is built for that, with Shopify support on the way.
Affordable, Multi-Source, and Verified.
Connect your data in a few minutes and get insights checked by a second AI before you trust them. 14-day free trial, no card required.