A great B2C platform in a B2B evaluation
Iterable is a strong customer engagement platform. Its journey builder is intuitive, cross-channel orchestration across email, SMS, push, and in-app is genuinely best-in-class, and its real-time event processing handles scale well. For B2C companies running lifecycle marketing across mobile and web, it’s a top-tier choice.
But if you’re an enterprise B2B team running Salesforce, evaluating Iterable means evaluating a platform that wasn’t built for your GTM motion. The gaps aren’t about feature maturity. They’re architectural: Iterable’s data model, integrations, and reporting are designed around consumer users, not B2B accounts, opportunities, and pipeline.
No native Salesforce integration
For enterprise B2B teams, this is the most immediate gap. Iterable has no native Salesforce CRM integration. Connecting the two requires third-party middleware like Zapier, Workato, or Census.
That means no bidirectional sync of leads, contacts, and accounts. No native Salesforce Campaign membership management. No task creation for sales handoff. No audit logging of what changed between systems. Every data flow between your CRM and your engagement platform runs through a middleware layer that adds latency, complexity, and failure points.
Conversion’s Salesforce sync is native and bidirectional. Campaign membership with status tracking, object writes, Contact-first person creation, customizable field mappings, and full audit trails. It’s built for teams where Salesforce is the system of record for every deal.
A user-centric model in an account-based world
Iterable’s data model is built around individual user profiles with events and attributes. There are no native account objects, no opportunity awareness, no hierarchical relationships between contacts and the companies they belong to.
For B2B teams running account-based motions, this is a fundamental mismatch. Segmenting by account health, triggering workflows from opportunity stage changes, personalizing by a contact’s role in a buying committee, reporting by account rather than individual: these all require workarounds or external data modeling that Iterable doesn’t support natively.
Conversion’s data model is built for B2B. Custom objects with full relationship support (one-to-one, one-to-many, many-to-many), native Salesforce objects including accounts and opportunities, and event streams that tie behavioral data to people and accounts. Your data model reflects how B2B deals actually work.
No lead scoring, no pipeline attribution
Iterable doesn’t include native lead scoring or lead routing. For B2B teams where the marketing-to-sales handoff is critical, this means building scoring logic externally and managing the handoff through middleware.
Reporting in Iterable is engagement-focused: opens, clicks, conversions, channel performance. There’s no native connection between marketing campaigns and pipeline or revenue. You can see that an email was opened, but you can’t see that the campaign influenced a $200k opportunity that closed last quarter.
Conversion includes both rule-based and AI-powered lead scoring with automated routing to sales. Campaign performance ties directly to pipeline and revenue through native Salesforce Campaign attribution, broken down by persona, segment, and lifecycle stage. Your CMO gets the data they need to justify investment. Your ops team sees what’s actually driving deals.
The channels B2B actually needs
Iterable’s multi-channel strength is real: email, SMS, push notifications, in-app messaging, and web push, all orchestrated from one journey builder. For consumer companies sending millions of messages across mobile and web, this breadth is valuable.
For B2B, the math is different. The channels that drive enterprise pipeline are email, forms, landing pages, and Salesforce-native actions like task creation and Campaign enrollment. Iterable doesn’t have native forms or landing pages. It doesn’t create Salesforce tasks or manage Campaign membership.
Conversion focuses on the channels B2B teams use every day. Email studio with Liquid templating and live CRM/warehouse fields. Forms and landing pages that feed directly into workflows. Salesforce actions built into the automation engine. You’re not paying for consumer channels you won’t use, and you’re not missing the B2B capabilities you need.
Warehouse data with B2B context
Iterable’s Smart Ingest (built on Hightouch) provides native warehouse connectivity, a genuine strength that many CEPs lack. You can sync data from Snowflake, BigQuery, and other warehouses into Iterable without separate reverse ETL tooling.
Conversion also connects natively to major warehouses. The difference is what happens after the data arrives. In Iterable, warehouse data enriches user profiles in a consumer-oriented model. In Conversion, warehouse data joins your CRM objects, custom objects, and event streams in a unified B2B data model. You can segment across accounts and warehouse data in a single query, trigger workflows from warehouse signals on specific accounts, and personalize using the full context of a contact’s relationship to their company and deal.
When Iterable is the right choice
If you’re a B2C or consumer-focused company running lifecycle marketing across mobile, web, and messaging channels, Iterable is excellent. Its cross-channel orchestration, real-time event processing, and intuitive journey builder are genuine strengths.
But if you’re an enterprise B2B team running Salesforce, managing accounts and opportunities, and measuring marketing by pipeline and revenue, you need a platform built for that motion. Iterable would require you to build the B2B layer yourself. Conversion ships with it.