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Make This Better vs LakehouseBox

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

Make This Better compared with LakehouseBox
DetailMake This Better logo Make This BetterLakehouseBox logo LakehouseBox
What it doesFeedback your agent can ship Managed Apache Iceberg tables and hosted agents for AI to work with data
StageStartup Startup
FoundedNot given 2026
Based inNot given ES
Pricing modelFreemium Freemium
PricingNot given Storage €0.10 per GB-month (5 GB free monthly), Compute €0.12 per CPU-hour (10 CPU-hours free monthly), AI tokens €2.50 per million (5 million free monthly). No request, ingress or egress fees.
Key features
  • Automatic screenshot and DOM capture
  • AI-powered feedback triage
  • MCP and CLI integration for coding agents
  • Works with Claude Code, Cursor, Windsurf, and Codex
  • Real-time feedback board with progress tracking
  • User notifications when fixes deploy
  • Private boards and custom domains on paid plans
  • Third-party integrations
  • Bring Your Own Key (BYOK) on all plans
  • Managed Apache Iceberg tables with automatic maintenance and backups
  • Multiple data ingestion methods including files, APIs, webhooks, and scheduled URLs
  • Query with DuckDB, Spark, Trino, Polars, or PyIceberg
  • Public data catalogs served over a CDN
  • Automatic spatial clustering for geometry tables
  • FTP, FTPS and SFTP support for file uploads from cameras and devices
  • Corporate sign-in and granular access control for organizations
  • Audit trail and activity log for organizational use
What makes it different
  • Closes the gap between fast AI coding and understanding real user needs
  • Captures context that prevents silent churn
  • One-command setup with no configuration needed
  • Brings user testing into the product without dedicated QA
  • Turns scattered user requests into obvious product priorities
  • Open table format: Apache Iceberg ensures your data remains portable and readable by any compatible engine
  • Agents keep what they observe, decide and do as persistent tables for learning across runs
  • Operated in Europe with data storage in Frankfurt and model inference in Paris
  • Pay only for what you use with no request, ingress or egress fees
  • Serverless platform with no servers or clusters to manage
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)55 +1 (up) since last checkNot checked yet no change since last check
Trust Flow (Majestic)72
Citation Flow (Majestic)3626
Referring domains (Majestic)8632

5 details filled in for both companies.

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