Experimentation / CRO

Experimentation and Testing Programs acknowledge that the future is uncertain. These programs focus on getting better data to product and marketing teams to make better decisions.

Research & Strategy

We believe that research is an integral part of experimentation. Our research projects aim to identify optimization opportunities by uncovering what really matters to your website users and customers.

Data and Analytics

90% of the analytics setups we’ve seen are critically flawed. Our data analytics audit services give you the confidence to make better decisions with data you can trust.

Personalization tool

Twilio Segment Unify

Builds unified, real-time customer profiles from event and identity data (Unify), which other tools consume for activation.

Data foundation
SaaS, B2B, E-commerce, Media & subscriptions, Marketplace

The vendor’s claim

Segment first searches the Identity Graph for incoming external IDs; if it finds multiple matching profiles, it applies the identity resolution settings to add the event to the appropriate profile.
Source

Where it’s strong

  • Deterministic identity resolution using a rules-based Identity Graph matches userId, anonymousId, email, and custom external IDs into one profile per person
  • Profile API lets teams query traits, events, and identifiers programmatically to feed personalization or engagement tools
  • Handles anonymous-to-known stitching across web, mobile, server, and third-party touchpoints

Where it runs out

  • Unify requires Segment's Business tier. Identity resolution isn't available on lower plans
  • G2 reviewers report hypersegmentation is complicated or not possible, and note the absence of built-in ML pipelines for advanced audience logic
  • It's plumbing, not delivery. Segment hands profiles to whatever tool runs the actual experience

Best for

Teams who keep losing 'who is this person' across web, app, and email and need one profile before they can pick a delivery tool.

Questions before you buy more of it

  • Which events are actually used in a live experience?
  • Who owns identity resolution when two tools disagree?

Connected applications

Save one useful default

Ask to remember a size, a plan, a store. After it helped.

You know they'll need it again. You still make them hunt.

Pick up where you left off

Restore the search, the filter, the page.

They came back mid-search and had to start over.

Compare it in the hub

Put up to three tools side by side, or start from the customer situation you want to personalize.