Comparison

An airfocus Alternative Built for Discovery

airfocus is a flexible home for prioritization and roadmaps. But if you practice continuous discovery, you need a real Opportunity Solution Tree — outcomes, opportunities, solutions, and the assumptions you're testing — not just a ranked list. That's what Outcomify is built for.

Where airfocus Falls Short for Discovery

airfocus is a strong prioritization-and-roadmap tool — it just wasn't built around the Opportunity Solution Tree. Here's what discovery teams run into:

Prioritization-and-roadmap first

airfocus is built around scoring, prioritizing, and roadmapping items. The opportunity space — the heart of continuous discovery — has no first-class home.

No Opportunity Solution Tree

There is no native outcome → opportunity → solution → assumption tree, so the reasoning from a goal down to the bets you are testing isn’t visible at a glance.

Scoring ranks items, it doesn’t map problems

A priority score tells you the order of a list. It doesn’t capture the customer opportunities behind the work, or the solutions you are weighing against each one.

Assumptions are an afterthought

Discovery lives or dies on testing assumptions. There is no built-in way to track which assumptions are tested, validated, or invalidated.

The "why" is a number

Evidence and reasoning collapse into a score and a position on a roadmap, rather than a visible map of opportunities and the solutions under them.

Discovery bolts on, it isn’t the center

The gravity of the tool pulls toward ranking and shipping the roadmap, not toward exploring and validating opportunities with evidence.

Outcomify vs airfocus

How the two compare for Opportunity Solution Tree work and continuous discovery.

Feature
Outcomify
airfocus
Native Opportunity Solution Trees
Enforced outcome → opportunity → solution → assumption hierarchy
Assumption tracking & testing
Visual, collaborative discovery tree
MCP access for AI assistants
Prioritization scoring & roadmaps
limited
Lightweight & discovery-first
partial
Free plan to start

airfocus's plans and capabilities change over time — check airfocus.com for the latest before you decide.

Why Discovery Teams Choose Outcomify

Purpose-built means every feature is designed for the way continuous discovery works.

Built for OSTs

Not a prioritization tool with discovery bolted on. Every feature is designed around the Opportunity Solution Tree workflow.

Hierarchy Enforcement

Outcomes take Opportunities; Solutions take Assumptions. The structure of good discovery is built in.

Assumption Testing

Track which assumptions are tested, validated, or invalidated — the core loop of continuous discovery.

Evidence on Every Node

Status, owners, evidence, links, and comments live on each opportunity and solution — not just a score.

Light and Focused

Discovery-first and fast to set up — no modular configuration before you can map your first tree.

AI + MCP Access

An in-product assistant, plus an MCP server so Claude or Cursor can read and propose updates to your trees.

Make the Discovery Visible

Instead of a ranked list and a roadmap, see the whole chain of reasoning — from outcome to opportunity to solution to the assumptions you are testing.

  • Outcome at the top, opportunities mapped from research
  • Solutions compared under each opportunity
  • Assumptions tracked as tested, validated, or invalidated
  • Status, owners, and evidence on every node
  • Search and tags across all your trees
Opportunity Solution Tree in Outcomify

Give Discovery Its Own Home

Keep airfocus for prioritization and roadmaps. Try Outcomify free for the discovery work.

The honest take

When to pick airfocus

Pick airfocus if prioritisation is your core need — its scoring frameworks and modular setup are built for ranking and roadmapping a large backlog across stakeholders. If you want flexible prioritisation and roadmaps in one place, it's a strong fit.

Reach for Outcomify when you want the discovery layer itself: a visual tree mapping outcomes to opportunities, solutions, and the assumptions you're testing, with evidence and a draft-first AI — not a ranked list.

Frequently Asked Questions

Common questions about Outcomify and airfocus

See the difference yourself

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