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Conversion Precisely

The enterprise Eloqua & CDP replacement built for Precisely.

Replace Eloqua with one platform that unifies Salesforce and Snowflake, runs on AI agents with real guardrails, and gives your team back the hours manual work takes. Built for the way Precisely wants to operate.

A note from Neil, CEO of Conversion
2 min

40 hrs to 10

MOps time reclaimed from manual work

1.5M

Contacts unified across Salesforce and Snowflake

MAP + CDP

One platform, no separate data layer to buy

< 1 hr

Support SLA from a forward-deployed marketing engineer

One data layer

Salesforce and Snowflake, unified and activated

Your Snowflake data is stranded and there is no CDP. Conversion pulls Salesforce and Snowflake into one record per contact, enriched in real time by agents and queryable in the platform, so you can act on all of it.

Salesforce

CRM

Snowflake

Warehouse

Product

Events

AI Agents

Enrichment

Unified Contact Record
live
SC

Sarah Chen

VP of Marketing · Acme Corp

Lead Score

0

email [email protected] Salesforce
lifecycle_stage Opportunity Salesforce
annual_revenue $4.2M Snowflake
plan_tier Enterprise Snowflake
active_seats 47 Snowflake
feature_adoption 89% Product
last_active 2h ago Product
intent_segment High-intent buyer AI Agent
Agent-native

A platform built to run on AI

Eloqua is not a smart platform. Conversion is agent-native from the ground up, so the AI is a blank canvas, not a bolted-on add-on.

Agents that do the manual work

List uploads, error resolution, campaign and token setup, the project-management-to-Eloqua handoffs that eat your team. Describe the work and an agent does it, turning 40 hours of MOps into closer to 10.

Self-tuning AI lead scoring

Scoring trained on your historical closed-won and closed-lost, that retrains itself instead of waiting on manual maintenance. No more static models nobody trusts.

Next-best-product across 11 areas

Use Snowflake product-usage data to recommend the right next product for every account, instead of batch-and-blast across all eleven product lines at once.

MCP and Claude, wired in

Build campaign briefs in Claude and push them to Conversion, and let a sales-enablement agent query marketing data over MCP. The AI workflows your team already runs, connected to the platform.

AI with guardrails

AI your CMO can sign off on

Every agent action starts as a draft artifact and ships only when a human approves it. You get the time savings of automation with the control an enterprise requires.

Agent drafts

Builds the campaign, audience, or score as an artifact.

Human reviews

Your team checks the work, just like a self-approval in Eloqua.

Approved and live

Nothing reaches a customer without a person saying yes.

Built-in controls

Human-in-the-loop by default

Every output reviewable

Full audit trail

RBAC to object and field

No training on your data

Enterprise-grade security

Land and expand

Land and expand across every target industry

Precisely sells into nine industries and eleven product areas. With unified data and AI agents, you can personalize by industry and recommend the next best product per account, instead of batch-and-blast across the whole base.

Advertising
Financial services
Government
Healthcare
Insurance
PropTech
Retail
Telecommunications
Utilities
How we compare

Conversion vs Salesforce Marketing Cloud

Marketing Cloud is the safe pick because it is already Salesforce. On the things driving this evaluation, AI, data activation, and support, here is the honest read.

Capability Conversion SF Marketing Cloud
AI and agents
Agent-native, blank-canvas AI Einstein add-on
Self-tuning AI lead scoring Manual + Einstein
MCP available today Roadmap
Build briefs in Claude, push to the platform
Data and activation
Native Snowflake activation in-platform Separate Data Cloud
MAP and CDP in one platform Separate products
Custom objects and a flexible data model Limited
Native account-level data
Query data without writing SQL SQL required
Native Goldcast integration
Real-time Salesforce sync
Foundations
Drag-and-drop email and forms parity
Deliverability tooling and inbox placement
De-dupe and merge across business units Partial
GDPR double opt-in by country
Partnership
24/7 Slack Deployment Strategy Team Standard support / SIs
Eloqua migration run in parallel Partner-led
Pricing model Marketable contacts Complex SKUs
Support and migration

A team that fixes Eloqua's biggest gap

Eloqua support is non-existent, and that is a top-three reason you are switching. Conversion ships with a forward-deployed engineer who runs the migration with you, in parallel with Eloqua, on your timeline.

  1. Day 0

    Connect the stack

    Scoped access to Salesforce and Snowflake, with credentials you own. Sandbox stood up for your team.

  2. Day 60

    40% of MOps tickets on Conversion

    We replicate real Precisely programs, the Goldcast flow, and lookup-table logic, alongside Eloqua.

  3. Day 90

    100% migrated, AI live

    Self-tuning lead scoring and next-best-product running, with your team reclaiming hours every week.

  4. By Aug 2027

    Full cutover, zero rush

    Run both until the Eloqua contract ends. Migrate on your timeline, not a rip-and-replace deadline.

Veriforce left Salesforce Marketing Cloud for Conversion

Veriforce, an enterprise with a security bar as high as yours, migrated off Marketing Cloud and Pardot onto Conversion with our forward-deployed team. "Safe" did not mean "right" for them either.

We moved off Marketing Cloud because we wanted a platform that was actually built for AI, with a team that picks up when we need them.

Veriforce Migrated from SFMC + Pardot
MarketingOps
Conversion is the future of marketing automation. I haven't heard this much buzz about a martech platform since the onset of Marketo in 2006.
Mike Rizzo Mike Rizzo Founder & CEO, MarketingOps.com
FAQ

Frequently asked questions

Conversion connects natively to Salesforce and Snowflake and gives you a flexible data model with a SQL editor, so warehouse data is queryable and activatable in the platform. You get MAP and CDP-style activation in one place, with no traditional CDP to buy.

The form-to-custom-object-to-Workato-to-Eloqua chain collapses. Goldcast registrations flow into Conversion, and post-submission lookup-table logic (for example, mapping a data-integrity priority answer to a product area or segment) runs natively in a workflow.

Pricing is based on marketable contacts, around 1M for Precisely. AI usage is unlimited, so the number is predictable in advance. We will get a concrete range to your team so it fits your budget framing.

Yes, and we recommend it. Run both in parallel, migrate programs in phases with concrete milestones, and cut over when you are ready. Eloqua's contract end is a backstop, not a deadline.

Every account gets a forward-deployed engineer who is technical and marketing-fluent, available in Slack with a 1-hour SLA during hours and 2 hours off-hours. They run the migration with you, including de-dupe and merge across business units, deliverability, and GDPR double opt-in by country.

Let's win together

Run a pilot alongside Eloqua, prove the foundations in your sandbox, and give your team an AI-native platform they are already excited about.