PulseBot
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Public AI product radar
Real reviews · community posts · AI-summarized signals

Find product opportunities from real user feedback

PulseBot scans public reviews, forums, and product communities to surface emerging user pain points, feature requests, and delight moments. Public trend reports will appear here after the first daily run.

New: payments are live. Early users can claim 1 free month of Pro after signup.

Today’s signal mix

Homepage is curated. The full pool keeps learning in the background.

Live
46
Verified signals
Public trends generated by the real report
1.5k
Feedback scanned
Public reviews and community posts
180
Evidence quotes
Quote-backed evidence in public reports
3
Sources checked
Real data sources covered by the report

Public pages show safe summaries only. Low-confidence or low-evidence candidates stay out of the homepage until verified. Aug 3, 2026

Early user offer

Get 1 month of Pro free and help shape PulseBot

PulseBot payments are now live, SEO pages have been improved, and the product is ready for real SaaS teams to test. Sign up, email us, and we will manually activate 1 month of Pro for your account.

Use PulseBot with a real product, review the reports, and tell us what feels useful, unclear, or broken. We will follow up quickly, fix issues, and improve based on early user feedback.

Manual activation by email · Founder feedback loop · Limited early user offer

1. Sign up

Create your account and add the SaaS product you want to monitor.

2. Email us

Send your account email so we can activate 1 month of Pro manually.

3. Test Pro

Run reports on a real product and send feedback on what to fix next.

Today’s hot opportunity signals

Only 4-6 verified opportunities make the homepage

This section only shows signals that the real public report has summarized with evidence. Seed products and unverified candidates are not packaged as hot opportunities.

Design tools

Review high-signal user complaints

Rising

The public trend LLM summary was not available, so this fallback highlights representative high-signal feedback for manual review.

G2 2Google Play 2
Early signalScore 81/100
Feature requests

Feature Request Management remains a workflow bottleneck

Rising

EchoPulse found recent public multi-source evidence for the topic seed 'feature request management'. The topic came from competitor content, but this card is published only because recent user quotes were collected.

G2 3Reddit 1
Early signalScore 75/100
Feedback management

Close The Feedback Loop is a recurring product feedback theme

Stable

PulseBot found recent public multi-source evidence for the topic seed 'close the feedback loop'. The topic came from competitor content, but this card is published only because recent user quotes were collected.

Reddit 2G2 2
Early signalScore 77/100
Feature requests

Feature Request Tracking remains a workflow bottleneck

Stable

PulseBot found recent public multi-source evidence for the topic seed 'feature request tracking'. The topic came from competitor content, but this card is published only because recent user quotes were collected.

G2 3Reddit 1
Early signalScore 71/100
Roadmap and changelog

Product Roadmap is a recurring product feedback theme

Stable

PulseBot found recent public multi-source evidence for the topic seed 'product roadmap'. The topic came from competitor content, but this card is published only because recent user quotes were collected.

Reddit 4
Early signalScore 69/100
Feedback management

Customer Feedback Management is a recurring product feedback theme

Stable

PulseBot found recent public multi-source evidence for the topic seed 'customer feedback management'. The topic came from competitor content, but this card is published only because recent user quotes were collected.

Reddit 4
Early signalScore 72/100

Signal pool behind the homepage

The other candidates are not lost — they are scheduled differently.

PulseBot avoids refreshing every historical term every day. Hot signals stay fresh, warm candidates are checked every few days, cold signals are revisited weekly, and dormant terms wake up only when they reactivate.

Hot
4-10
Daily

Verified signals with fresh feedback evidence.

Warm
20-30
Every 3 days

Promising candidates that need more evidence.

Cold
100-300
Weekly / on reactivation

Useful long-tail signals for categories and SEO.

Dormant
Paused
No default refresh

Reactivated only when discovery sources see it again.

How PulseBot verifies signals

Hot terms do not become opportunities until evidence backs them.

1

Discover

HN, GitHub, Google Trends, and Reddit surface candidate terms.

2

Deduplicate

Normalized terms update the same candidate instead of creating duplicates.

3

Verify

Eligible sources pull matching reviews, posts, and app feedback.

4

Score

Evidence level, freshness, growth, and source coverage decide rank.

5

Publish

Only public-safe, medium/high evidence signals reach the homepage.

6

Monitor

Registered users get private rolling reports and daily deltas.

Categories

Browse product signals by use case

Explore emerging complaints, feature requests, and opportunity signals across different product categories.

Private product diagnosis

Track your own product after the public signal catches your attention.

Add a keyword, backfill 60-90 days of feedback, then get rolling 90-day diagnosis snapshots plus what changed in the last 24 hours.

Pricing

Start free, upgrade when you need more

Track your first product keyword for free. Upgrade to Pro for deeper monitoring and advanced reports.

Free
$0/month
Pro
$9.9/month
Early user offer

Get your first month of Pro free after signup. Email us and we will activate it manually.

Resources

Learn how to turn feedback into product opportunities

Explore solution guides, use cases, and glossary pages covering AI feedback analysis, Reddit research, competitor complaints, feature prioritization, and product opportunity signals.

Explore resources →