Mouseflow
Mouseflow is actively upgrading its session analytics stack—friction scoring, interactive heatmaps, and EAA accessibility compliance all ship in quick succession.
Comparison · Analytics
Clicky vs Keboola
A side-by-side editorial comparison of Clicky and Keboola — release velocity, themes, recent moves, and the top alternatives to consider.
Clicky vs Keboola: at a glance
What is Clicky?
Clicky ships meaningful bot-blocking improvements but ships infrequently—four entries over five months with no new analytical features.
Clicky is a real-time web analytics platform that has been running since 2007. The product ships infrequently; the four most recent entries span April through August 2026. The most substantive release adds User Agent-based bot filtering with new country-level controls. A threat intelligence false positive incident (July 2026) required user intervention to correct misclassification by external security vendors.
What is Keboola?
Keboola adds MCP-based AI access and direct workspace writes, simplifying its data pipeline model
Keboola is an enterprise data integration platform shipping across two tracks simultaneously: AI-native capabilities (MCP server for AI assistants, Kai chat improvements) and platform parity work (BigQuery branched storage, Python runtime updates, new Flow condition operators). The September entry about Snowflake password authentication migration reflects operational pressure from upstream Snowflake changes — a distraction from planned feature work. The direct workspace writes feature eliminates a legacy staging step that complicated the platform's data flow model.
Clicky vs Keboola: editorial side-by-side
Clicky
2.5ANALYTICS
Clicky ships meaningful bot-blocking improvements but ships infrequently—four entries over five months with no new analytical features.
◆ Current state
Clicky is a real-time web analytics platform that has been running since 2007. The product ships infrequently; the four most recent entries span April through August 2026. The most substantive release adds User Agent-based bot filtering with new country-level controls. A threat intelligence false positive incident (July 2026) required user intervention to correct misclassification by external security vendors.
◆ Where it's heading
Clicky is maintaining its existing feature set—bot blocking, affiliate programs, backlinks—without adding new analytical capabilities. The product appears in steady-state maintenance mode rather than active feature development. The backlinks spotlight post (April 2026) suggests the team is aware some features go unused, and is investing in documentation/education rather than new development.
◆ Prediction
Clicky is unlikely to ship directional new features in the near term based on this cadence. The more likely moves are continued bot-blocking improvements and program-level incentives (affiliate credits) to retain its existing user base.
Keboola
6.3ANALYTICS
Keboola adds MCP-based AI access and direct workspace writes, simplifying its data pipeline model
◆ Current state
Keboola is an enterprise data integration platform shipping across two tracks simultaneously: AI-native capabilities (MCP server for AI assistants, Kai chat improvements) and platform parity work (BigQuery branched storage, Python runtime updates, new Flow condition operators). The September entry about Snowflake password authentication migration reflects operational pressure from upstream Snowflake changes — a distraction from planned feature work. The direct workspace writes feature eliminates a legacy staging step that complicated the platform's data flow model.
◆ Where it's heading
The MCP server launch signals a deliberate bet on AI-assisted data engineering becoming a primary workflow, not just a convenience feature. One browser login spanning every project on a stack is a design choice that makes agentic use practical rather than ceremonial. Meanwhile, the Branches 2.0 reference in the BigQuery entry points to an upcoming approval workflow and conflict resolution system — Keboola is building toward a more governed data development workflow, likely targeting teams with stricter change control requirements.
◆ Prediction
Branches 2.0 is the named next release; expect approval workflows and conflict resolution for data schema changes. The MCP server will likely gain broader API coverage — the current scope covers basic project access, but pipeline creation, transformation management, and scheduled flow triggers are the natural next additions as AI assistants take on more data engineering tasks.
Alternatives to Clicky and Keboola
Other Analytics products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either Clicky or Keboola.
ChartMogul
ChartMogul is expanding from SaaS metrics dashboards into a CRM-integrated revenue operations platform.
Fulcrum
Fulcrum ships Photo FastFill in early access, adding AI photo-to-field extraction to its mobile data collection platform.
Basedash
Basedash's chat builds entire dashboards now — it's crossed from question-answering into workspace creation.
OpenObserve
OpenObserve ships v1.0 GA with AI Observability as its defining new surface
dbt Core
dbt Core 2.0 is in release candidate, replacing its Python parser with a Rust-based Fusion engine
See all Clicky alternatives → · See all Keboola alternatives →
Recent activity from Clicky and Keboola
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 2d agoKeboolaMigrate Snowflake workspaces to key-pair authentication
- 18d agoKeboolaKeboola MCP: Log In Once, Work Across Every Project ⚡
- 23d agoKeboolaPython 3.10 deprecation for Streamlit data apps (action required by Sep 24)
- 26d agoClickyBlock more bots w/ User Agent filters, new country options, & more!
- 1mo agoKeboolaFlows: New Condition Operators and Run Selected Tasks
- 1mo agoKeboolaBranched Storage on BigQuery
- 1mo agoKeboolaWorkspaces Now Write Directly to Storage Tables ⚡
- 2mo agoClickyThreat intelligence false positive for clicky.com - Your help, please!
- 4mo agoClickyEarn a free Pro account with our new affiliate credits!
- 5mo agoClickyBacklinks: A powerful feature you've probably been ignoring
Frequently asked questions
What is the difference between Clicky and Keboola?
They serve adjacent needs but don't currently overlap on shipped themes. Keboola is currently shipping more aggressively (velocity 6.3 vs 2.5), with 1 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Clicky better than Keboola?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Keboola is currently shipping more aggressively (velocity 6.3 vs 2.5), with 1 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Analytics products to evaluate alongside.
What are the best alternatives to Clicky?
Top Clicky alternatives in Analytics are ranked by recent ship velocity. Browse the "Clicky alternatives" section above for the current picks, or visit /alternatives/clicky for the full list with editorial commentary on each.
What are the best alternatives to Keboola?
Top Keboola alternatives in Analytics are ranked by recent ship velocity. Browse the "Keboola alternatives" section above for the current picks, or visit /alternatives/keboola for the full list with editorial commentary on each.