Factors.ai vs Triple Whale in 2026: B2B account intent data vs DTC ecommerce attribution
Both platforms bake AI assistants into the product, but they serve opposite ends of the market: B2B pipeline intelligence versus first-party Shopify attribution for paid social.
Factors.ai
Triple Whale- Factors.ai unmasks 75%+ of anonymous website visitors to named accounts. Triple Whale has no company or account identification feature; its Triple Pixel attributes ecommerce purchases to ad touchpoints instead.
- Triple Whale's Moby AI assistant is powered by a combination of Claude, ChatGPT, and Gemini and lets non-technical operators query store data conversationally. Factors.ai exposes account/GTM data to AI agents through an MCP integration rather than a built-in chat assistant.
- Triple Whale has a genuinely free tier for early-stage DTC brands; Factors.ai has no free plan, starting at $199/month.
- Triple Whale pricing scales with store GMV, meaning costs rise as a brand grows. Factors.ai pricing scales with account tier and feature access rather than revenue.
- Factors.ai automates LinkedIn ad targeting from B2B account intent. Triple Whale offers Marketing Mix Modeling on higher tiers to guide budget allocation across DTC paid channels like Meta and TikTok.
- Neither tool offers white-label delivery: Triple Whale explicitly has none at any tier, and Factors.ai does not document a white-label option either.
Factors.ai and Triple Whale both lean on AI to make their data more actionable, but the businesses they serve barely overlap. Factors.ai is a B2B account-based marketing platform: it identifies which companies are visiting your website, unmasks the contacts researching you, and automates LinkedIn ad targeting off that intent data, priced from $199/month up to enterprise ABM contracts. Triple Whale is a DTC ecommerce analytics platform built around its proprietary Triple Pixel, which restores first-party attribution accuracy lost to iOS 14 privacy changes, plus Moby, a Claude/ChatGPT/Gemini-powered assistant that lets operators query store data in plain English. Triple Whale has a genuine free tier and scales pricing with GMV; Factors.ai has no free tier and scales with account tier. The real decision point for most buyers is simply which side of the B2B/DTC line their business sits on.
The tools at a glance
Factors.ai
AI-first ABM platform that turns account intent signals into pipeline actions.
Factors.ai identifies companies visiting your website and, from the Basic plan onward, unmasks 75%+ of those visits to named accounts, then enriches the data with intent signals, firmographics, and G2 data at the Growth tier. LinkedIn AdPilot uses this intelligence to automate audience building and feed enhanced conversion signals back into LinkedIn campaigns.
Full-funnel attribution tracks first-touch, last-touch, and influenced interactions across website, ad, and CRM data, so B2B teams can see which campaigns actually advanced accounts through a longer, multi-touch sales cycle. The MCP integration hands this account intelligence to AI agents directly, positioning Factors as infrastructure for automated GTM workflows.
Factors is built around B2B sales cycles measured in weeks or months and account-level engagement, not individual purchase transactions. It has nothing resembling an ecommerce pixel or purchase-level attribution, because that is not the problem it is solving.
| Feature | Lite $199/month | Basic $6,000/year | Growth $20,000/year | Enterprise $30,000+/year |
|---|---|---|---|---|
| Company identification | Yes | Yes | Yes | Yes |
| Unmask 75%+ of visiting companies | No | Yes | Yes | Yes |
| LinkedIn AdPilot automation | No | Yes | Yes | Yes |
| G2 intent data | No | No | Yes | Yes |
| MCP integration for AI agents | Yes | Yes | Yes | Yes |
| Free tier | No | No | No | No |
Triple Whale
eCommerce analytics platform with multi-touch attribution, AI-powered insights, and real-time cross-channel dashboards
Triple Whale's Triple Pixel captures purchase events server-side using first-party data, restoring attribution accuracy that browser-level tracking restrictions broke since Apple's iOS 14 changes. This lets a DTC operator see which ad touchpoints actually drove a sale, independent of what Meta or Google claim inside their own ad dashboards.
Moby, the platform's AI assistant, is built on a combination of Claude, ChatGPT, and Gemini and lets operators ask plain-English questions about blended ROAS, top creative, or CAC trends without writing SQL. Marketing Mix Modeling on the Automate and Enterprise tiers goes further, statistically estimating each channel's incremental contribution to revenue to inform budget decisions, most useful for brands spending above $500K/month.
Triple Whale is Shopify-native at its core; non-Shopify merchants may hit integration friction. Pricing scales with GMV, so as a brand's revenue grows, its Triple Whale bill grows with it, and there is no white-label option, which limits use for agencies wanting to present the data under their own brand.
| Feature | Free Free | Foundation $219/month (base GMV) | Automate $749/month (base GMV) | Enterprise Custom pricing |
|---|---|---|---|---|
| Triple Pixel attribution | Yes | Yes | Yes | Yes |
| Moby AI assistant | Limited | Yes | Yes | Yes |
| Creative analytics | No | Yes | Yes | Yes |
| Marketing Mix Modeling | No | No | Yes | Yes |
| API access | No | Yes | Yes | Yes |
| White-label delivery | No | No | No | No |
Head-to-head feature comparison
| Feature | Factors.ai | Triple Whale |
|---|---|---|
| Company/account identification | Yes (75%+ unmask on Basic+) | No |
| Ecommerce purchase attribution | No | Yes (Triple Pixel) |
| Conversational AI data assistant | No (MCP for agents, not a chat assistant) | Yes (Moby, powered by Claude/ChatGPT/Gemini) |
| Marketing Mix Modeling | No | Yes (Automate+) |
| Advertising automation | Yes (LinkedIn AdPilot) | No |
| CRM sync | Yes (Basic+) | No |
| MCP integration for AI agents | Yes | No |
| White-label delivery | No | No |
| Free tier | No | Yes |
| Starting price | $199/mo | Free |
Which should you choose?
Factors.aiTriple WhaleFactors.aiTriple WhaleTriple WhaleTriple WhaleThis pairing only shows up together because both sit under Analytics & Reporting, not because they compete for the same customer. Factors.ai serves B2B companies with multi-touch, weeks-or-months sales cycles who need to know which accounts are in-market. Triple Whale serves DTC brands with instant, single-purchase transactions who need to know which ad dollar drove which sale. A SaaS company selling to enterprise buyers has no use for a Shopify pixel, and a DTC apparel brand has no use for account-based LinkedIn targeting.
Bottom line
Choose Factors.ai if you sell B2B with a multi-touch sales cycle and need to identify which companies and contacts are engaging before they convert. Choose Triple Whale if you run a DTC ecommerce store on Shopify spending on Meta, TikTok, or Google and need first-party attribution plus an AI assistant to query performance data conversationally. The free tier makes Triple Whale close to zero-risk to try for an early-stage DTC brand; Factors.ai's $199/month floor is the more meaningful commitment for a B2B team testing account identification for the first time.
Frequently asked questions
Is Triple Whale useful for a B2B SaaS company, or is it strictly for ecommerce?
Triple Whale is built specifically around ecommerce purchase attribution through its Triple Pixel and is Shopify-native at its core. A B2B SaaS company without a Shopify storefront and direct-to-consumer purchase events would get little value from it. Factors.ai's account identification and LinkedIn ad automation are the better fit for B2B pipelines.
Does Factors.ai have anything like Triple Whale's Moby AI assistant?
Not in the same form. Factors.ai exposes account and GTM data to AI agents through an MCP integration, which lets tools like Claude or ChatGPT query the data programmatically, but it does not ship a built-in conversational assistant the way Triple Whale's Moby does for non-technical operators.
Which tool has a free plan, Factors.ai or Triple Whale?
Triple Whale has a genuinely free tier for early-stage DTC brands, including limited Moby AI access. Factors.ai has no free plan; its cheapest tier, Lite, starts at $199/month.
How does pricing scale differently between the two platforms?
Triple Whale's paid tiers scale with your store's GMV, so costs rise as your ecommerce revenue grows. Factors.ai's tiers scale with account features and usage rather than revenue, moving from $199/month for Lite up to enterprise contracts at $30,000+/year for the full ABM feature set.
Can agencies white-label either Factors.ai or Triple Whale for client reporting?
Triple Whale explicitly has no white-label option at any tier, which the platform itself flags as a limitation for agencies. Factors.ai does not document a white-label feature either. Agencies needing white-label delivery for either B2B account intelligence or DTC ecommerce reporting will need to look outside both platforms.