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

Pendo in-app guides

Product experience platform combining usage analytics with in-app guides targeted by user or account segments.

In-product adoption
SaaS, B2B

The vendor’s claim

Segmentation in Pendo, powered by analytics and metadata, allows you to target guides at the user or account level.
Source

Where it’s strong

  • Segmentation is powered by analytics and metadata, letting teams target guides at the user or account level, not just broad cohorts
  • Analytics and guides live in one system (Data Explorer, funnels, retention, Product Engagement Score) so targeting can be built off actual usage data
  • Guide types range from lightboxes and banners to tooltips, checklists, and a resource center, not one tour format

Where it runs out

  • Behavioral data processes in batches with roughly an hour of latency before it shows in dashboards or can trigger a guide. Not real-time for teams that need to intervene the moment friction hits
  • Custom guide styling frequently requires CSS/engineering involvement despite the "no-code" positioning, per reviewers
  • Pricing is opaque (all tiers say "Request pricing"), and reviewers call the licensing model inflexible, with enterprise contracts reported north of $130K/year

Best for

Product-led teams who will treat guides as experiments with owners, not a permanent layer of one-off pop-ups.

Questions before you buy more of it

  • Given the ~1-hour data latency, which guides genuinely need real-time triggering, and which are fine on a delay?
  • Who owns pruning stale guides, and what's the kill criterion before we ship a new one?

Connected applications

Offer the unused shorter path

Prompt at the workaround, not in a global upsell.

They keep doing it the hard way.

Help after repeated failure

The same error three times is a product problem wearing a person's face.

The same setup step keeps failing.

Quiet usage check-in

Decline vs their own baseline, not vs your whales.

They're using it less. The reply is a coupon.

Compare it in the hub

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