Products

Fragment

AI-nativeMCPSkill

Unbelievably Good Specs, Discovery, Insights, and VoC Reports

fragment.fit Data & Analytics / User Research & Testing

AI Benchmark
Desktop
Mobile
Monthly visits
<5K
Oct 2026
Public revenue
Undisclosed
No public revenue evidence yet
Entry price
$24/mo
Lower than 60% of peersNiche median $29.6/mo
Creators
Igal Itskovich
No social account linkedCo-created with Nadav Avidan
Launched
4mo ago
2026-07-18 · Est.

Traffic

Last 12 months
Monthly visitsData through Oct 2026
Events2 marketing moves

Marketing moves

Launches, search & content, referrals, promotions
X accounts@fragmentapp
  • Launched on Product HuntLaunch

    AI doesn't know your customers. Fragment does!

    Aug 19 · 3mo agoLaunch page

  • Launched on Microlaunch (#11 · 16 upvotes · 7 comments)Launch

    Fragment — $1f

    Jul 18 · 4mo agoLaunch page

MCP Server & Agent Ecosystem

GitHub · MCP / Skill

Traffic sources

Oct 2026

Traffic breakdown

Channels

  • Direct35%
  • Organic Search33%
  • Referrals11%
  • Social6%
  • Other14%

Countries

  • India100%

Search

Domain authority —Domain registered 2023-09-12

KeywordMonthly volume
fragment60K
fragment ai460
fragment cfqn100
fragment support70
fragment suport50

Traffic data: Vaneform

Pricing

Free
Free
4 hours of meeting analysis per month · unlimited notebooks · 10 research messages
Pro
$24/mo (billed annually)
Team
$80/mo (billed annually)
100 hours of meeting analysis/month · Unlimited notebooks · 150 research messages/month · 24-month history

Trial: Every new account starts with a 14-day reverse trial · 2 paid tiers ($24–$80) · Observed 2026-11-10 · Pricing page

Entry price $24/mo, Lower than 60% of peers; “User Research & Testing” median is $29.6/mo.View pricing benchmark

Pages & changes

Tracked since 2026-07-31

Key pages

Weekly snapshots
fragment.fit/ Snapshot 2026-11-10

Changes

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

Questions & evidence

How much does Fragment cost?
Free: Free; Pro: $24/mo (billed annually); Team: $80/mo (billed annually). Observed 2026-11-10. Check the source for current billing terms, usage limits and taxes.Source
How much website traffic does Fragment 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 Fragment and what platforms does it support?
Fragment is catalogued under User Research & Testing: Unbelievably Good Specs, Discovery, Insights, and VoC Reports. Supported platforms: MCP Server.

Related products in this category

Data & Analytics / User Research & Testing

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