Products
AI Benchmark
Desktop
Mobile
Monthly visits
<5K
Oct 2026
Public revenue
Undisclosed
No public revenue evidence yet
Entry price
$19/mo
Higher than 49% of peersNiche median $19/mo
Creators
Vlad P
GitHub @vladharl
Launched
33d ago
2026-10-13 · Est.

Traffic

Last 12 months
Monthly visitsData through Oct 2026
Events1 marketing move

Marketing moves

Launches, search & content, referrals, promotions

  • Launched on Product HuntLaunch

    Open-source customer feedback, prioritized by revenue

    Oct 13 · 33d agoLaunch page

    At the time: <5K visits/mo

Open Source & Self-Hosting

GitHub · MCP / Skill
vladharl/crumb
Last commit 2026-10-08
GitHub Stars
Public repo
Forks
—
License
See repository
Primary language
—
Browse peer open-source projects →

Traffic sources

Oct 2026

Traffic breakdown

Channels

No data yet

Countries

No data yet

Search

Domain authority —Domain registered 2026-03-01

No search keyword data for this website yet.

Traffic data: Vaneform

Pricing

Free
$0
Team
$19/mo (billed annually)
2,000 operations / mo
Growth
$39/mo (billed annually)
5 GB / mo · 10,000 operations / mo · 2M / mo
Enterprise
Contact sales

Trial: None · 2 paid tiers ($19–$39) · Enterprise custom tier · Observed 2026-11-06 · Pricing page

Entry price $19/mo, Higher than 49% of peers; “Feedback & Roadmaps” median is $19/mo.View pricing benchmark

Pages & changes

Tracked since 2026-10-13

Key pages

Weekly snapshots
crumb.localhostlabs.net/ Snapshot 2026-11-06

Changes

No pricing, plan, or positioning changes detected since tracking started.

Questions & evidence

How much does Crumb cost?
Free: $0; Team: $19/mo (billed annually); Growth: $39/mo (billed annually); Enterprise: Contact sales. Observed 2026-11-06. Check the source for current billing terms, usage limits and taxes.Source
How much website traffic does Crumb get?
Vaneform estimates <5K website visits in 2026-10. Visits can include repeat visits; this estimate measures web traffic separately from paying customers or revenue.Source
What is Crumb and what platforms does it support?
Crumb is catalogued under Feedback & Roadmaps: Follow the trail.. Supported platforms: API.
Is Crumb open source?
Crumb has a public repository (https://github.com/vladharl/crumb) with its source repository published.Source

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Customer Service & Success / Feedback & Roadmaps

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