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PanelRoster vs BusinessMCP

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

PanelRoster compared with BusinessMCP
DetailPanelRoster logo PanelRosterBusinessMCP logo BusinessMCP
What it doesOperations management platform for market research organizations AI business analyst and unified MCP hosting for your tools and data
StageMVP Not given
FoundedNot given Not given
Based inNot given Not given
Pricing modelFreemium Freemium
PricingStarter $99/month, Professional $249/month, Business $499/month, Enterprise custom pricing. All plans billed monthly with no long-term commitment. PanelRoster is in early access and requires joining the waitlist. Free (up to 300 monthly unique visitors, no card required); Starter $19/month (1,000 visitors); Growth $79/month (3,000 visitors); Scale $199/month (10,000 visitors); Business $499/month (50,000 visitors). All paid plans include 14-day free trials. Extra seats $19/month each. Optional usage-based ov
Key features
  • Live progress tracking per quota cell
  • Quality control with complete review history for every respondent
  • Recontact database for managing respondent history
  • Log respondents from any device
  • Verified professional profile building for interviewers
  • Advanced workflows and approvals
  • Comprehensive reporting and dashboards
  • Operational analytics and insights
  • Cookieless, GDPR-compliant tracking script under 30KB that loads after page and never delays load or unload
  • Unified MCP endpoint for querying data from Claude, ChatGPT, Gemini or any AI model
  • AI business analyst with dashboard showing visitors, conversion rate, revenue, leads and attribution
  • Session recordings and heatmaps (from 3 pages on Free up to unlimited on paid plans)
  • AI SDR for researching and drafting outreach (10 prospects/month on Free, up to 1,500 on Business)
  • CRM and identity graph connecting visitors to real people and companies
  • Goal tracking with mcph.track and visitor identification with mcph.identify API calls
  • Company enrichment to see which companies visit your site
  • Attribution tracking with first-touch and last-touch, UTM parameters and ad click IDs
  • Ad audience sync and server-side conversion API for Google Ads and Meta platforms
What makes it different
  • Unified platform for agencies, suppliers, and interviewers to coordinate
  • Real-time visibility across all project and quota cells without chasing updates
  • Free tools including Resolve for operational issue tracking and auditing
  • Only one tracking script to install; everything else—connectors, MCP endpoint, AI—optional but integrated
  • Model-agnostic: use your data from Claude, ChatGPT, Gemini or any AI with no lock-in
  • Private by architecture with isolated workspaces, no cookies, no fingerprinting, fully transparent data handling
  • Answers from real data with no guesses; AI business analyst shows which metric and time window it used
  • Built and dogfooded by one founder running six businesses who needed one unified business context
Community votes00
DR (Domain Rating by Ahrefs)Not checked yet no change since last check71 no change since last check
Trust Flow (Majestic)315
Citation Flow (Majestic)1636
Referring domains (Majestic)2117

5 details filled in for both companies.

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