Amplitude vs Wicked Reports in 2026: Behavioral product analytics vs first-party ad attribution for ecommerce
One tells product teams what users do inside the app. The other tells ecommerce brands which ad actually brought a new customer. There is almost no overlap in what each tool is trying to answer.
Amplitude
Wicked Reports- Amplitude tracks in-product user behavior: funnels, retention, session replay, and experimentation. Wicked Reports tracks ad-to-customer attribution for ecommerce brands. Neither substitutes for the other.
- Wicked Reports separates new-customer conversions from repeat-buyer conversions at the attribution layer, which is not something Amplitude measures at all since it has no concept of ad spend.
- Amplitude has a free Starter tier capped at 50K monthly tracked users. Wicked Reports has no free tier; its lowest Measure plan starts at $499 per month.
- Amplitude added an early AI visibility feature that tracks brand mentions in ChatGPT and Perplexity results. Wicked Reports has no equivalent AI visibility monitoring of any kind.
- Wicked Reports' 5 Forces AI classifies every ad campaign weekly as Scale, Chill, or Kill based on verified new-customer ROI. Amplitude has no equivalent because it does not ingest ad spend data.
- Amplitude Experiment bundles A/B testing and feature flags directly into the product analytics engine. Wicked Reports has no experimentation module since it operates purely on the attribution side of the funnel.
- Wicked Reports prices by annual revenue tier, reaching $4,999 per month at Enterprise. Amplitude prices by monthly tracked users, with Growth and Enterprise requiring a sales conversation.
Amplitude and Wicked Reports get compared mostly because both live under the Analytics & Reporting umbrella, not because a team would genuinely shortlist one against the other. Amplitude is a product intelligence platform: behavioral events, funnels, retention, session replay, and now AI Agents that automate recurring analysis for teams building a digital product. Wicked Reports is a first-party attribution platform built for ecommerce brands who suspect their Meta and Google reporting is crediting retargeting campaigns for sales that would have happened anyway. Amplitude answers what users do once they are in your product. Wicked Reports answers which ad dollar actually acquired a new customer. Picking between them only makes sense if you have somehow conflated product analytics with ad attribution, but the comparison is still useful for clarifying which job each one is built to do.
The tools at a glance
Amplitude
AI-powered analytics platform combining behavioral data, product analytics, A/B experimentation, and session replay in a unified product intelligence suite
Amplitude builds its analytics on a behavioral event graph that tracks a user across their entire lifetime in a product rather than a single session, which is what gives its funnel, path, and retention reports the precision to answer questions like what separates a power user's first week from a churned user's. Feature experimentation, session replay, and a formal data governance layer all sit on top of that same event data.
AI Agents are the newer layer: instead of a product manager manually building a cohort query, an agent can run it on a schedule and flag anomalies before anyone asks. Amplitude also added a lightweight AI visibility feature that tracks how a brand appears in ChatGPT and Perplexity results, though this is an early add-on to the product analytics core rather than a dedicated capability.
None of this touches ad spend or attribution. Amplitude has no concept of which campaign brought a user in the door; it starts measuring once a user is already inside the product. For ecommerce brands whose main question is which ad acquired the customer, Amplitude is simply answering a different question entirely.
| Feature | Starter Free | Plus $49/month | Growth / Enterprise Contact for pricing |
|---|---|---|---|
| Monthly tracked users | 50K | 1K-100K | Custom |
| Session replay | Yes | Yes | Yes |
| Feature experimentation | No | No | Yes |
| AI Agents | No | No | Yes |
| Data governance | No | Yes | Yes |
| Ad spend or attribution data | No | No | No |
Wicked Reports
First-party attribution that shows which ads bring new customers, not just clicks.
Wicked Reports exists to answer one question honestly: which ad campaigns are bringing new customers, versus which ones are getting credit for a purchase a repeat buyer was going to make anyway. The Attribution Time Machine matches a sale back to the original click regardless of how many weeks or months passed, which matters for higher-consideration ecommerce purchases with a longer decision cycle.
The 5 Forces AI runs weekly, classifying every campaign as Scale, Chill, or Kill based on verified new-customer ROI rather than platform-reported ROAS. Advanced Signal feeds that same clean new-customer data back to Meta via CAPI, retraining the ad algorithm to find more people who look like actual new buyers instead of repeat purchasers.
This entire product lives on the ad-spend side of the funnel. It has no concept of in-app behavior, no funnels for feature adoption, and no session replay, because that is not the problem it is solving. Pricing scales with annual revenue rather than users or events, starting at $499 a month and reaching $4,999 a month at Enterprise.
| Feature | Measure $499/month | Scale $699/month | Maximize $999/month | Enterprise From $4,999/month |
|---|---|---|---|---|
| New customer attribution | Yes | Yes | Yes | Yes |
| Attribution Time Machine (lifetime lookback) | Yes | Yes | Yes | Yes |
| 5 Forces AI (weekly budget allocation) | Add-on +$199/mo | Add-on +$199/mo | Yes | Yes |
| Advanced Signal Meta CAPI | Add-on +$199/mo | Add-on +$199/mo | Yes | Yes |
| API access | No | Yes | Yes | Yes |
| In-product behavioral analytics | No | No | No | No |
Head-to-head feature comparison
| Feature | Amplitude | Wicked Reports |
|---|---|---|
| Primary use case | Product behavioral analytics | Ecommerce ad attribution |
| In-product behavioral analytics | Yes | No |
| Session replay | Yes | No |
| A/B testing / experimentation | Yes (Growth+) | No |
| Ad-to-customer attribution | No | Yes |
| New vs repeat customer separation | No | Yes |
| AI visibility monitoring | Yes (early-stage, ChatGPT and Perplexity) | No |
| Weekly AI budget allocation | No | Yes (5 Forces AI, Maximize+) |
| API access | Yes | Yes (Scale+) |
| Free tier | Yes (Starter) | No |
| Starting price | Free | $499/month |
Amplitude's AI visibility feature is early. Wicked Reports has none at all
Amplitude recently added a feature that tracks how a brand appears in ChatGPT and Perplexity results, but it is a new add-on to a product analytics platform rather than a dedicated tool, and Wicked Reports has no AI visibility capability whatsoever since its focus is ad spend attribution, not brand monitoring. Neither tool does prompt-level citation tracking or competitive AI share-of-voice analysis. AI Peekaboo is purpose-built for that job, tracking brand mentions across ChatGPT, Claude, Gemini, and Perplexity with a self-serve API and white-label reporting, which makes it the better fit for any team that wants AI visibility measured properly rather than as a side feature.
Read the AI Peekaboo review →Which should you choose?
AmplitudeWicked ReportsAmplitudeWicked ReportsWicked ReportsAmplitudeThis is not really a head-to-head, since the two tools sit on opposite sides of the customer journey. Amplitude measures what happens after someone is already using your product. Wicked Reports measures which ad got them there in the first place, and whether that ad deserves credit for a new customer or is skimming credit from a repeat one. A team evaluating both at once usually means they have two separate problems, not one decision to make.
Bottom line
Choose Amplitude if your problem is understanding in-product behavior, running experiments, and watching session replays for a digital product. Choose Wicked Reports if your problem is that your Meta and Google reporting looks too good to be true and you suspect retargeting is claiming credit it did not earn. Most ecommerce brands running paid acquisition at scale will eventually want something like Wicked Reports regardless of whether they also run Amplitude for product analytics, since the two tools do not compete for the same budget line.
Frequently asked questions
Can Amplitude replace Wicked Reports for ad attribution?
No. Amplitude has no concept of ad spend, campaign data, or new-versus-repeat customer classification, because it measures behavior inside a product rather than the marketing funnel that brought a user there. Wicked Reports is purpose-built for the attribution question and Amplitude has nothing comparable.
Does Wicked Reports track in-app user behavior like Amplitude does?
No. Wicked Reports has no funnel analysis for feature adoption, no session replay, and no product event tracking. It exists entirely on the ad-spend and revenue-attribution side of the business, matching clicks and ad spend to closed sales rather than tracking what a user does once inside your product.
Is Wicked Reports worth it for a SaaS company instead of an ecommerce brand?
Probably not. Wicked Reports' new-customer attribution model is built around transaction data from cart platforms like Shopify and WooCommerce. SaaS or B2B lead-generation businesses without a direct ecommerce checkout would get little value from its core attribution model and are better served by a tool built for longer, non-transactional sales cycles.
Does Amplitude have anything comparable to Wicked Reports' 5 Forces AI?
No. Amplitude's AI Agents automate cohort discovery and anomaly detection inside product analytics data, but they do not touch ad spend or generate a Scale, Chill, or Kill recommendation for marketing campaigns. That specific weekly budget-allocation workflow is unique to Wicked Reports in this comparison.
Which tool is cheaper to start with, Amplitude or Wicked Reports?
Amplitude is cheaper to start with since its Starter tier is free for up to 50,000 monthly tracked users. Wicked Reports has no free tier and starts at $499 per month on the Measure plan, reflecting that it is priced for ecommerce brands with real ad spend rather than teams testing the waters.