There's no feature more expensive than building the wrong one.

The AI Feature Prioritization Platform.

Spongeware evaluates every feature against your real market position and hands back a decision-grade verdict — before it costs you a sprint.

Backlog chaos

12competing features
1clear next step
Custom webhooks
92
AI smart reply
Onboarding revamp
Bulk export
Dark mode

Multi-agent validation

15

AI experts weighed in

Know what to build next
Reads your market like an analyst would
Streamlines your feature into a ticket

Get decisions, not summaries

How it works

From feature to ticket, automatically

Slack
Google Meet
AI assistant
Jira
Linear
GitHub

Features come in

Slack, Google Meet notes, your AI assistant, or the web form. Every feature lands in one place.

Spongeware weighs what matters

A multi-agent system evaluates every feature against your company profile, then ranks them by what actually matters to your business.

Straight into your workflow

Clean, scoped tickets pushed to Jira, Linear, or GitHub. Review each one or run hands-free.

The output

Decision-grade analysis, not a summary

The verdict comes with the full debate — bull case, bear case, conditions, and untested assumptions.

VerdictSHIP
Score84/100·High confidence

Bull Case — Feature Champion

  • +Addresses top-3 pain point in ICP interviews
  • +No direct competitor at your price tier
  • +Search volume rising — 3yr CAGR 42%
  • +Estimated 2-week build, low integration risk

Bear Case — Devil's Advocate

  • Shopify announced similar feature at Connect 2025
  • Power users may prefer manual control
  • Third-party API introduces 99.5% SLA dependency

Ship only if

1. You can ship before Q3 — before Shopify's feature lands in GA

2. Engineering confirms the API integration in sprint planning

Next steps

1. Confirm API rate limits with engineering before committing to sprint

2. Validate shipping timeline against Shopify GA date with PM

The math

What a wrong feature actually costs

23%
of engineering time spent on work that shouldn't have shipped
×
$250K
average fully-loaded engineer, per year
=
$57,500
wasted, per engineer, every year

Spongeware exists to shrink that 23% — by killing the wrong feature before a sprint gets spent on it.

Source: CoLab Software 2024 Engineering Time Survey.

Run your first evaluation free

Pricing

Free to prove it works

Run your first evaluation at no cost. Upgrade when your backlog earns it.

Free

$0forever

One evaluation. No credit card. Enough to know if the verdict is decision-grade.

  • 1 company profile (researched once)
  • 3 feature evaluations per month
  • Full bull & bear debate
  • Verdict + ROI score (0–100)
  • Next steps + conditions flagged
Start free

Pro

$29/ month

Unlimited evaluations and priority execution — for teams that ship on a schedule.

  • Unlimited evaluations
  • Push verdicts to Jira, Linear, or GitHub
  • Shareable report links
  • Priority pipeline execution
Get started free

No contracts. Cancel anytime. First evaluation is always free.

Clear your backlog.
Ship what matters.

Your first evaluation is free. No setup, no credit card. Just your company URL and a feature.

No credit card required · First evaluation free