Tools & Calculators

Interactive tools to help you make data-driven decisions about software

Demand Sentiment

See what tools people want before you build them

What people say about AI and software tools online, turned into buildable ideas.

  • 24 weekly opportunities with Solo, Team, and Enterprise angles
  • Summary of what people like and what they want right now
  • Full backlog of past weeks for Pro members
  • Grounded in real complaints, praise, and gap signals
Explore opportunities

Tool ideas to build

This week

Opportunities

Solo

Reliability-focused coding assistant

Why: Bugs dominate complaints

Team

Privacy layer for AI chat tools

Why: Trust gaps in enterprise

Product Comparison

Compare up to four tools side by side with live scores

Put products next to each other with Pulse Scores, pros and cons, key features, and pricing pulled from the same community data that powers Pulse.

  • Live Pulse Scores for every product in the comparison
  • Pros, cons, and feature lists from tracked sentiment
  • Pricing and positioning at a glance
  • Shareable comparison links for your team
Start comparing

Side-by-side comparison

3 products

C

Cursor

78

Pulse Score

C

Copilot

64

Pulse Score

C

Codeium

71

Pulse Score

Strong autocomplete✓ ✓ ✓
IDE integration✓ ✓ ✓

Stack Calculator

Know what your stack costs and how healthy it is

Add the tools your team runs, see monthly spend by seat, and check live community sentiment for every product in your stack before you renew or replace.

  • Monthly cost totals with per-seat breakdowns
  • Live sentiment health for each tool you add
  • Spot expensive tools with weak community trust
  • Built for founders, ops leads, and finance teams
Calculate your stack

Stack cost calculator

5 seats

Notion

Pulse Score 72

$48/mo

Linear

Pulse Score 81

$32/mo

Figma

Pulse Score 68

$45/mo

Monthly total$125

Sentiment Movers

Catch rising tools and fading favorites early

See which AI tools are gaining and losing community trust over time, ranked by tracked sentiment change across the categories we monitor.

  • Biggest risers and fallers updated from live archives
  • Filter by category to focus on your market
  • Week-over-week change with current Pulse Score
  • Jump straight to any product profile
See sentiment movers

Sentiment movers

Last 4 weeks

Claude

+1284

Midjourney

+871

Jasper

-952

Hype vs Reality

Separate buzz from tools people actually trust

Plot mention volume against tracked community sentiment to find proven favorites, polarizing tools, and products that get talked about more than they deserve.

  • Proven favorites with high volume and strong sentiment
  • Polarizing or overhyped tools surfaced clearly
  • Category-level view of hype gaps
  • Grounded in the same data behind Pulse Scores
See hype vs reality

Hype vs reality

By mention volume

ChatGPT

Proven favorite

Sora

High hype

Humane AI

Overhyped

68

Avg proven score

41

Avg overhyped score

Get every opportunity, every week

Pro unlocks the full weekly idea set, past-week history, deeper sentiment data, and exports across every tool.

Upgrade to Pro