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LightSignal vs BusinessMCP

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

LightSignal compared with BusinessMCP
DetailLightSignal logo LightSignalBusinessMCP logo BusinessMCP
What it doesThe truth about your business, in plain English 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 modelFree trial Freemium
PricingEarly access members receive a 14-day free trial. Founding members lock in founding-member pricing when paid plans open. Final pricing to be announced to the waitlist first. 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
  • Connects to QuickBooks, Square, Shopify and other business tools
  • Financial Overview showing story behind numbers with action steps
  • Business Health dashboard with benchmarking against similar businesses
  • Read-only secure connections with bank-level encryption
  • Learns business patterns and gets sharper over time
  • Actionable next steps for every insight
  • Adapts to specific business type and market
  • 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
  • Plain English insights instead of dashboards and financial jargon
  • Built specifically for small businesses, not a one-size-fits-all template
  • Combines analysis with specific, actionable next steps
  • Secure read-only connections that never access or move money
  • 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)015
Citation Flow (Majestic)036
Referring domains (Majestic)0117

5 details filled in for both companies.

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