Product
We do not guess from vibes. QFLOO pulls from public pages you can open yourself, keeps URLs and dates on the comparisons, and hands your team a plan, not another slide that expires next Monday.
The problem
Your roadmap meeting shouldn’t sound like a book club.
Everyone remembers the competitor blog post. Nobody agrees which features actually exist. Changelogs move weekly. By the time a slide deck is done, it’s already wrong.
The outcome
QFLOO keeps a living, cited picture of the category next to what you ship. Arguments get shorter. Bets get clearer.
What you get
Everything they ship. Everything they claim. Verified.
Three things we optimize for so competitive research turns into competitive advantage.
Cited intelligence
Every competitor claim traced back to a source with a timestamp. If we can't cite it, it's marked unknown — never assumed.
Ship vs. story
See what competitors actually launched versus what they promise. Changelogs next to marketing pages — the gap tells the real story.
Action plan, not slides
Prioritized gaps with effort and impact scores your team can execute this sprint. Not another deck that dies in a folder.
How it works
From landscape to battle plan
Four steps your team repeats as the market moves, without losing the thread.
- 1
Set up your workspace
Enter your URL — we analyze your positioning, tech stack, and identify your competitors automatically.
- 2
We map the landscape
Deep analysis of competitor features, pricing, changelogs, case studies, and proof pages.
- 3
See where you stand
Trust score rankings, feature gap analysis, and cited comparisons — you see exactly where you lead and where you're behind.
- 4
Get your action plan
Prioritized moves with effort and impact ratings. Quick wins, strategic bets, and moat opportunities — ready to execute.
Signal stack
What we track for you
- Phase A
Marketing and product surface
What they want prospects to believe: modules, limits, integrations, and the words they repeat.
- Phase A
Changelog and launches
Rhythm of shipping and what they celebrate. Useful when a feature is loud but adoption looks thin.
- Phase B
Case studies and reviews
Proof and objections from buyers, held next to the top-of-funnel story.
- Phase C
Funding and momentum
Timing signals that add context for narrative pressure — not a substitute for product truth.