Factors.ai vs Wicked Reports in 2026: B2B account intent vs first-party ecommerce attribution
Factors.ai unmasks named companies visiting your site and automates LinkedIn ad targeting from that intent, starting at $199 a month. Wicked Reports isolates which ads bring genuinely new ecommerce customers, starting at $499 a month.
Factors.ai
Wicked Reports- Factors.ai unmasks 75%+ of anonymous website visitors to named companies from the Basic plan up. Wicked Reports does not identify companies at all, it tracks individual ecommerce shoppers and separates new-customer purchases from repeat-buyer credit.
- Wicked Reports' Attribution Time Machine matches ecommerce sales back to the original ad click even weeks or months later. Factors.ai's attribution model credits first, last, and influenced touch across the B2B buyer journey, a different structure built for longer, multi-stakeholder sales cycles.
- Wicked Reports starts at $499/month and its 5 Forces AI gives a weekly Scale/Chill/Kill decision per campaign on the Maximize plan. Factors.ai starts at $199/month for Lite, with account scoring and G2 intent data requiring the $20,000/year Growth plan.
- Factors.ai includes LinkedIn AdPilot, which builds ad audiences from account intent data. Wicked Reports' Advanced Signal sends verified new-customer conversion data back to Meta via CAPI, a comparable idea applied to ecommerce retargeting rather than B2B account targeting.
- Factors.ai has an MCP integration exposing account intelligence to AI agents. Wicked Reports has no MCP or AI agent integration mentioned in its own published feature set.
- Wicked Reports prices according to annual revenue tier, starting at $499/month for the Measure plan and reaching $4,999+/month for Enterprise. Factors.ai prices by feature tier rather than revenue, from $199/month to $30,000+/year.
- Neither tool lists a free trial in its own published pricing data.
Factors.ai and Wicked Reports both promise to fix attribution, but they are built for different businesses entirely. Factors.ai is a B2B account-based marketing platform: it unmasks named companies visiting your site, scores their intent, and automates LinkedIn ad targeting from that data, with real ABM features starting at $6,000 a year. Wicked Reports is a first-party attribution platform built for ecommerce brands, its entire premise is separating new-customer acquisition from repeat-buyer credit that inflates retargeting ROAS, with a weekly AI budget allocation engine and pricing from $499 a month tied to revenue. One tracks companies through a B2B sales cycle toward a closed CRM deal. The other tracks individual shoppers through a Shopify checkout toward a first purchase. There is almost no overlap in who should actually be choosing between them.
The tools at a glance
Factors.ai
AI-first ABM platform that turns account intent signals into pipeline actions
Factors.ai identifies the companies visiting your website and, from the Basic plan up, unmasks 75%+ of those visits to named accounts. It layers in G2 intent data on the Growth tier, firmographic detail, and behavioral signals across the buyer journey, then routes all of it into LinkedIn AdPilot, which builds precise ad audiences from that intent and sends enhanced conversion signals back to LinkedIn to sharpen targeting.
Full-funnel attribution credits first-touch, last-touch, and influenced interactions from first visit through closed CRM revenue, a model built for the long, multi-touch B2B sales cycle rather than a single ecommerce transaction. The MCP integration exposes account intelligence and attribution data to AI agents in Claude, ChatGPT, or custom workflows.
The cost curve is steep and the product is entirely B2B-oriented. There is no ecommerce cart integration, no new-customer-versus-repeat-buyer separation, and no cohort or LTV reporting, none of which Factors.ai is trying to do. CRM sync and LinkedIn Ads tracking require the $6,000/year Basic tier, and onboarding takes real effort since the platform aggregates website, CRM, ad, and intent data.
| Feature | Lite $199/month | Basic $6,000/year | Growth $20,000/year | Enterprise $30,000+/year |
|---|---|---|---|---|
| Company identification (website visitors) | ✓ | ✓ | ✓ | ✓ |
| Unmask 75%+ of visiting companies | ✗ | ✓ | ✓ | ✓ |
| CRM sync | ✗ | ✓ | ✓ | ✓ |
| LinkedIn Ads influence tracking | ✗ | ✓ | ✓ | ✓ |
| G2 intent data | ✗ | ✗ | ✓ | ✓ |
| Predictive account scoring | ✗ | ✗ | ✗ | ✓ |
Wicked Reports
First-party attribution that shows which ads bring new customers, not just clicks.
Wicked Reports solves one problem that most attribution tools get wrong for ecommerce: retargeting campaigns claim credit for purchases from customers who already knew the brand, inflating ROAS and hiding the true cost of acquiring someone new. Its attribution model separates first-time buyer conversions from repeat purchases, so a brand can see which campaigns are actually acquiring new customers versus recycling existing ones.
The Attribution Time Machine matches every sale back to the original ad click that introduced the customer, even weeks or months later, useful for higher-consideration products with longer decision cycles. Advanced Signal feeds verified new-customer conversion data back to Meta via CAPI to retrain the algorithm toward better new-buyer targeting, and the weekly 5 Forces AI classifies every campaign as Scale, Chill, or Kill based on verified new-customer ROI, removing manual weekly campaign audits.
Pricing scales with annual revenue rather than feature tier, starting at $499/month for Measure and reaching $4,999-plus/month for Enterprise. The 5 Forces AI and Advanced Signal features are add-ons at $199/month each on the Measure and Scale plans, and full inclusion requires the $999/month Maximize tier. The product is built specifically for ecommerce brands running Shopify or similar cart platforms, not B2B lead generation.
| Feature | Measure $499/month | Scale $699/month | Maximize $999/month | Enterprise From $4,999/month |
|---|---|---|---|---|
| FunnelVision and cohort/LTV reports | ✓ | ✓ | ✓ | ✓ |
| Attribution Time Machine (lifetime lookback) | ✓ | ✓ | ✓ | ✓ |
| API integrations | ✗ | ✓ | ✓ | ✓ |
| 5 Forces AI (weekly budget allocation) | Add-on +$199/mo | Add-on +$199/mo | ✓ | ✓ |
| Advanced Signal Meta CAPI | Add-on +$199/mo | Add-on +$199/mo | ✓ | ✓ |
| Amazon revenue integration | ✗ | ✗ | ✓ | ✓ |
Head-to-head feature comparison
| Feature | Factors.ai | Wicked Reports |
|---|---|---|
| Primary use case | B2B account-based marketing and demand generation | Ecommerce first-party ad attribution |
| Named account / company identification | Yes (unmasks 75%+ of visiting companies, Basic plan and above) | No (individual shopper-level attribution, not company identification) |
| New-customer vs repeat-buyer separation | No (not an ecommerce transaction model) | Yes (core product feature, filters retargeting credit from new-customer ROI) |
| Attribution model | Full-funnel B2B attribution (first, last, and influenced touch) | Click-based lifetime lookback via Attribution Time Machine |
| AI-driven budget allocation | No named budget allocation AI feature | Yes (5 Forces AI, weekly Scale/Chill/Kill classification) |
| Ad platform signal feedback | Yes (AdPilot sends enhanced conversion signals to LinkedIn) | Yes (Advanced Signal sends verified new-customer data to Meta CAPI) |
| CRM sync | Yes (Basic plan and above) | Not stated in Wicked Reports' own data |
| MCP / AI agent integration | Yes (GTM account context exposed to AI agents) | No MCP or AI agent integration mentioned |
| Free trial | No free trial listed | No free trial listed |
| Pricing basis | Feature tier | Annual revenue tier |
| Starting price | $199/month (Lite) | $499/month (Measure) |
Which should you choose?
Factors.aiWicked ReportsFactors.aiWicked ReportsWicked ReportsFactors.aiThis is less a comparison than two answers to two different businesses. Factors.ai only makes sense once you have a B2B sales motion with a CRM, a sales team, and named accounts to target. Wicked Reports only makes sense once you have an ecommerce cart platform, real paid ad spend, and a suspicion that retargeting is claiming credit it did not earn. A brand selling through Shopify has no use for account unmasking, and a B2B SaaS company selling through a sales team has no use for new-customer-versus-repeat-buyer attribution, since there is no repeat-buyer retargeting problem to solve.
Bottom line
Choose Factors.ai if you run B2B demand generation and need named-account intent flowing into CRM and LinkedIn targeting, budgeting for the $6,000/year Basic tier where the ABM features actually activate. Choose Wicked Reports if you run ecommerce paid acquisition and suspect your reported ROAS is inflated by repeat-buyer credit, starting at $499/month and moving to Maximize at $999/month for the full 5 Forces AI and Advanced Signal stack. Neither tool is a substitute for the other; the business model decides which one is even a candidate.
Frequently asked questions
Can Wicked Reports identify which B2B companies are visiting my website like Factors.ai does?
No, Wicked Reports has no company or account-identification feature, it tracks individual ecommerce shoppers through a purchase journey and separates new-customer conversions from repeat-buyer credit. If unmasking anonymous B2B website traffic to named companies is the goal, that is what Factors.ai is built for.
Is Factors.ai suitable for an ecommerce brand instead of Wicked Reports?
Not really. Factors.ai has no ecommerce cart integration, no new-customer-versus-repeat-buyer separation, and no cohort or LTV reporting, all of which are core to what Wicked Reports does. Factors.ai is built around B2B account intent and CRM-synced pipeline, a different data model entirely from ecommerce transaction attribution.
How does Wicked Reports' 5 Forces AI compare to anything in Factors.ai?
There is no direct equivalent. 5 Forces AI runs weekly and classifies every ecommerce campaign as Scale, Chill, or Kill based on verified new-customer ROI. Factors.ai's closest feature is predictive account scoring on its Enterprise tier, which ranks B2B accounts by conversion probability rather than making a weekly ad-spend recommendation.
Which tool is cheaper to start with?
Factors.ai's entry price is lower at $199/month for Lite versus Wicked Reports' $499/month Measure plan. But Factors.ai's Lite tier is narrow and mostly useful for evaluation, while Wicked Reports' Measure plan includes FunnelVision reports, cohort and LTV analysis, and the Attribution Time Machine from day one, so the comparison is not purely about entry price.
Do either of these tools have an MCP or AI agent integration?
Factors.ai does, its MCP integration exposes account intelligence and attribution data to AI agents in Claude, ChatGPT, or custom workflows. Wicked Reports has no MCP or AI agent integration mentioned anywhere in its own published feature set, its AI capability is limited to the 5 Forces weekly budget classification engine.