Share
For your role/Technology & product

WorldbyFlow for senior product managers

A roadmap is a stack of assumptions about users, and the dangerous ones are the assumptions that read like evidence. WorldbyFlow grades every claim about users as demonstrated, reported or inferred, so the line between what you know and what you believe stays visible from the research doc to the prioritization meeting.

Written for Owns a product area and its roadmap at a software company.·Runs in the Technology domain

Start with this one

Where this fits in your week

Owning a product area means knowing your users, your rivals and your own pricing better than anyone in the building, and proving it in a roadmap review. The scans here produce the proof: a buyer read with graded claims, a pricing read with basis and date, a competitive landscape, a product read on a rival, the voices of your users on the record, and a graded explanation when a competitor made a move you have to answer.

Lead scan

Buyer Research

4 credits · in-depth · about 2–4 min

How buyers in your category decide, with every claim graded as demonstrated, reported or inferred. The user research doc with its honesty labels on.

Try it on: a subject you already hold an opinion about, so you can grade the result against what you know.
5 more scans that fit this role

Pricing Read

3 credits

A rival's list prices, packaging and discounting tells, verbatim from named sources with an as-of date. The pricing page of the competitive review.

Try it on Notion · Slack · Figma

Competitive Landscape

2 credits

Every named player in the category placed with position and leverage. The map for the strategy offsite.

Try it on Project management software · Password managers · Email clients

Product

2 credits

A read on a rival product: what it does, who it is for, where reviewers agree and disagree. The teardown, from the record.

Try it on Notion · Slack · Figma · Spotify

Voices

3 credits

What users, reviewers and developers say about your category on the record, attributed. The customer quotes for the roadmap deck, with sources.

Try it on Developers on GitHub Copilot · Reviewers on Apple Vision Pro · Users on Notion versus Obsidian

Why They Did It

3 credits

A competitor shipped, killed or repriced something and you have to respond. Candidate explanations graded against the record before you do.

Try it on Apple dropping the headphone jack · Netflix ending password sharing · Twitter's rebrand to X
A working path

From a first run to a result you can hand over

The order matters. The first read gives you the structure; the next ones fill the parts that are hardest to source by hand.

01

Run Buyer Research on your own category

You know these users. Check whether the grades match what you would give each claim; the inferred ones are the ones to test next quarter.

4 credits
02

Run Competitive Landscape for the offsite

Every player placed, with sources. The map the strategy discussion starts from.

2 credits
03

Run Why They Did It on the rival's last surprising move

The stated reason and the alternatives, graded. Before you build the response.

3 credits
04

Pin your rivals to your Watchboard

A pricing change, a launch or a leadership change becomes a watched signal.

Pinning is free; a check costs 2 credits when you ask for one.
The research bill for this path
4 + 2 + 3 = 9 credits · a Standard plan carries 20 a month
What comes back

A result whose claims carry their grades

Sourced, not asserted

Every figure and quote links to where it came from. A claim the scan could not source is marked as such rather than dressed up.

Verified or grounded
Reported or attributed
Contested
Open question

Ready to hand over

Copy the reads as Markdown into the product brief, or share them as pages the leadership team can open before the roadmap review.

Built to be argued with

Ask a follow-up question of any result, or run a Red Team pass that tries to break its own conclusions before someone else does. How the grades work →

See one

Research already published in this shape

Enterprise AI Vendors and Adopters: The ROI Promise vs. the Ledger

Read the research →

Vendors have delivered real, growing product revenue lines (Salesforce's Agentforce, IBM's GenAI book of business, Microsoft's AI run rate), but the broader promise that this spending would move enterprise earnings has not…

Track Record · September 20, 2026 · from the Technology library
Try it

Run Buyer Research on something you already know

The fastest way to judge the result is to pick a subject you know cold and read it against what you know. If a colleague sent you here with an invitation, the credits land on your account when you sign up.

Start with Buyer Research →Standard plan from $10/mo · 20 credits · all plans
Nearby roles

Other guides in technology & product

Technical founderHype CheckTechnology strategy directorTech ConvergenceDeveloper relations leadTech TrajectoryAI / ML engineering leadResearch PulseAnalyst relations managerCompetitive LandscapeSecurity architect / CISOCompetitive WeaknessesAll 116 roles →