Can You Take Your Behavioral Data With You? Comparing Export/API Openness Across 19 Heatmap & A/B Testing Products
- research
- data-portability
- api
- export
- heatmap
- ab-testing
- cro
Summary of this article
- A cross-comparison of 19 major heatmap and A/B testing products through the lens of "can you take your data out" (portability)
- Heatmap products are polarized: free tiers (Clarity, etc.) offer only shallow aggregate data via API, while deep raw data access is enterprise-only
- Only developer-oriented OSS tools (PostHog, Matomo, GrowthBook, Statsig) open up all the way to raw data
- The free Microsoft Clarity's export API is also free, but comes with strict limits: "10 requests/day, most recent 3 days only, aggregate values only"
- Pricing and specifications are based on each company's public documentation as of July 2026 (sources listed at the end of the article)
Tool selection tends to focus on features and pricing, but one thing that's easy to overlook is: can you, whenever you need to, pull the behavioral data accumulated in that tool back into your own hands? In this article, the engineering team behind the heatmap and A/B testing tool "HeatMapX" investigated each company's public documentation as primary sources, and organized the reality of export/API openness. For neutrality, our own product is not included in the comparison tables.
Why look at "how easy it is to take your data with you"
Data portability matters in four main scenarios.
- Tool migration โ Can you carry historical data over when switching to a different service?
- Automation โ Can you run daily aggregation and reporting via API?
- Long-term analysis โ Can you accumulate history in-house beyond the tool's own retention window?
- Internal BI integration โ Can you pipe data into Snowflake or spreadsheets?
This article expresses each tool's openness on a three-tier scale. Fully Open = raw data can be taken out for free or at low cost, Partially Open = an API exists but sits behind a paywall or only returns shallow data, Effectively Closed = no raw export API exists, or it's out of reach.
Case study: how much can you actually pull out of the free Microsoft Clarity via API?
Taking Microsoft Clarity โ the poster child of free tools โ as an example, let's look concretely at the reality of its export API. The conclusion: "export is also completely free. But free means shallow." The wall here isn't price โ it's the thinness of the data you can retrieve and the rate limits.
| Item | Details |
|---|---|
| Billing | Free (all features $0, API included at no cost. There's a technical ceiling of 100,000 sessions/day per project, but it isn't monetized) |
| Data retrievable | Aggregate metrics and dimensional breakdowns only from the dashboard (Scroll Depth / Engagement Time / Traffic, etc.). Recordings, heatmap images, and coordinate data cannot be retrieved |
| Rate limit | 10 requests/day per project |
| Time range / rows | Most recent 1โ3 days per request, max 1,000 rows, up to 3 dimensions (no pagination) |
| Retention | Recordings retained for 30 days, aggregate (heatmap/click) data retained for 9 months. However, since the API only reaches back 3 days, building long-term history requires fetching and storing data yourself every day |
| Auth | A JWT / Bearer token issued by the project admin via Settings โ Data Export |
| Notes | An official MCP server (@microsoft/clarity-mcp-server) is also provided free of charge, enabling natural-language queries from Claude / Cursor (though the same limits above still apply). The official roadmap mentions raising the API limits and predictive heatmaps |
It's plenty for "casual basic analysis for free," but it's realistic to accept that it isn't suited for "automatically accumulating long-term history."
Comparison table: heatmap / session recording products
"Paywall" here means whether using the equivalent of a data export feature requires an upper-tier/enterprise contract.
| Tool | What export offers (public API) | Paywall | Openness |
|---|---|---|---|
| Microsoft Clarity | Data Export API + MCP provides only aggregate metrics and dimensional breakdowns (no recordings/coordinates) | None (all features free) | Partially Open |
| Hotjar (under Contentsquare) | API only covers survey responses and user lookup/deletion. Recordings/heatmaps available via UI as CSV/XLSX/JPG (no video) | Yes (Scale tier of Observe/Ask) | Effectively Closed |
| Contentsquare | Export/Metrics API provides raw data (pageview/session) plus aggregates. Integrates with Snowflake/BigQuery, etc. | Yes (via CSM, enterprise) | Partially Open |
| FullStory | Server API provides raw session event data (gzip JSON) | Yes (Enterprise/Advanced add-on) | Partially Open |
| Mouseflow | REST + JS API covers recordings, pageviews, heatmaps, funnels, forms (export format needs verification) | Yes (REST API is Premium/Enterprise) | Partially Open |
| Smartlook (under Cisco, sunsetting 2027) | REST covers Visitors/Events/Funnels/Sessions (heatmaps/dashboards not covered by API) | Partial (needs verification) | Partially Open |
| Crazy Egg | Public API only covers goal submission. JSON export of heatmaps/recordings is upper-tier only; BI integration is limited | Yes (Pro/Enterprise) | Effectively Closed |
| Lucky Orange | No public API confirmed for retrieving data (only a submission API; UI's CSV caps at 10,000 rows) | Needs verification | Effectively Closed |
| PostHog (OSS) | REST + SQL (HogQL) provides recording snapshots, raw heatmap data (coordinates/images not supported), events, and warehouse integration | None (API available on free tier) | Fully Open |
| Matomo (OSS/self-host) | Reporting API exports all reports as xml/csv/json/Excel; raw data via API/direct DB access (heatmap/recording is a paid plugin) | None (full ownership via self-hosting) | Fully Open |
Comparison table: A/B testing products
Evaluated by how easily experiment result data can be taken out. OSS/warehouse-native players tend to open up around "data ownership," while commercial players tend to tie access to enterprise contracts.
| Tool | What export offers (public API) | Paywall | Openness |
|---|---|---|---|
| GrowthBook (OSS/warehouse-native) | REST + SDK + MCP provides full configuration of experiments, metrics, and flags. Results exportable to notebook/CSV; data stays in your own warehouse | None (self-hosted free) | Fully Open |
| Statsig (OpenAI โ now under Amplitude) | Full API (cloud + warehouse-native) covers experiments, events, audit logs; forwards to GA4, etc. | None (usage-based, generous free tier) | Fully Open |
| Convert.com | REST API v2 (HMAC) offers full management of projects, goals, reports | Partial (Growth $299/Pro $420 per month, 100K MTU annual) | Partially Open |
| Optimizely | Extensive REST covers experiment configuration and results. Rich enterprise integrations | Yes (enterprise pricing, undisclosed) | Partially Open |
| VWO (merged with AB Tasty, Jan 2026) | Data API covers accounts, campaigns, goals, reports, segments. Warehouse export is Enterprise-only | Yes (MTU-based billing, inquiry required) | Partially Open |
| AB Tasty (merged with VWO) | Legacy REST API continues post-merger. Post-integration export specs not yet announced | Yes (inquiry required) | Partially Open |
| Kameleoon | REST API + 20+ analytics integrations for experiments and segments (both server- and client-side) | Yes (inquiry required) | Partially Open |
| Omniconvert | API exists, but public spec for raw data export is limited (webhook-centric). Currently being restructured into the "Nexus" AI platform | Needs verification | Partially Open |
| Unbounce | Integration-API-centric. Mainly LP/lead integration; raw export of experiment data is weak | Partial | Effectively Closed |
Data openness score (3 tiers)
Fully Open (4 products) โ raw data can be taken out for free or at low cost
- PostHog โ Both recording snapshots and raw heatmap data available via API, full SQL access, API available on free tier. OSS (MIT core).
- Matomo โ All reports in any format; raw data via API/direct DB access. Full ownership via self-hosting.
- GrowthBook โ Results exportable to notebook/CSV, data stays in your own warehouse, self-hosted free.
- Statsig โ Full API + warehouse-native + generous free tier. However, following the OpenAI acquisition, Amplitude has taken over the business โ worth watching going forward.
Partially Open (11 products) โ an API exists, but sits "behind the wall" or only returns shallow data
- Microsoft Clarity โ Free but aggregate-only, 10 req/day, 3-day lookback limit. No raw data.
- Contentsquare โ Powerful raw data Export API, but premised on an enterprise contract via CSM.
- FullStory โ Raw event export is an Enterprise/Advanced add-on.
- Mouseflow โ API-first design, but REST API is Premium/Enterprise only.
- Smartlook โ API covers Visitors/Events/Funnels/Sessions. Under Cisco, scheduled to sunset in 2027.
- Convert.com โ Fully manages experiments via HMAC-signed REST v2. Mid-tier pricing (Growth $299/Pro $420 per month).
- Optimizely โ Extensive API, but behind an enterprise pricing wall.
- VWO / AB Tasty โ Data API + warehouse export (Enterprise only). MTU-based billing, inquiry required.
- Kameleoon โ API + numerous analytics integrations. Pricing on inquiry.
- Omniconvert โ API exists but public spec for raw data export is thin. Being restructured as Nexus.
Effectively Closed (4 products) โ no raw export API for behavioral data, or it's out of reach
- Hotjar โ Server API covers only survey responses and GDPR lookups, and is Scale-tier only at that. Raw recording/heatmap data cannot be exported via API.
- Crazy Egg โ Public API only covers goal submission. BI integration for raw data is limited.
- Lucky Orange โ No public API confirmed for retrieving data (only a developer API for submission).
- Unbounce โ Mainly LP/lead integration; raw export of experiment data is weak.
Category summary
Heatmap products: polarized. Free = shallow, deep = enterprise. Free/low-cost tiers (Clarity, Smartlook, Mouseflow) do have APIs, but Clarity is aggregate-only with low rate limits, and the others also offer limited raw coordinate/recording data. Deep exports (Contentsquare, FullStory) do provide raw data, but are premised on an enterprise contract via CSM. Hotjar, under Contentsquare, has no raw export API for behavioral data, and the API itself is upper-tier only. The only ones open all the way to raw data are the developer-oriented OSS tools PostHog and Matomo โ worth understanding that these sit closer to "engineering infrastructure" than to marketer-facing CRO tools.
A/B testing products: OSS/warehouse-native leading on "data ownership." In the experimentation space, GrowthBook and Statsig open up full APIs around the principle of "your data stays in your own warehouse," while commercial players (Optimizely, VWO/AB Tasty, Kameleoon) tend to tie API access to enterprise contracts. In January 2026, VWO and AB Tasty merged under Everstone Capital, furthering mid-to-large consolidation. Convert stands out as a mid-price option with an open API.
Guidance for choosing by purpose
Rather than asking "which is best," it's easier to choose by asking "which fits our priorities."
- If data ownership and full portability are the top priority โ OSS/warehouse-native players (PostHog, Matomo, GrowthBook, Statsig). You can keep raw data on your own side, but this tends to assume self-hosting and technical resources.
- If you want to start easily for free โ Microsoft Clarity. Zero setup cost, plenty for basic analysis. But accept that its API โ aggregate-only, 10 req/day, 3-day lookback โ isn't suited for "automatically accumulating long-term history."
- If you need deep raw-data integration at enterprise scale โ Contentsquare, FullStory (heatmap category), VWO, Optimizely (experimentation category). These reach raw data and warehouse integration, but assume a contract scale and pricing wall.
- If automation and AI/CLI integration matter to you โ Check whether an official MCP/API exists. Clarity and GrowthBook already provide MCP. But also evaluate the granularity of retrievable data (aggregate vs. raw) and the rate limits.
- If you want to avoid migration risk โ Before signing a contract, always confirm "what, and in what format, can you take out upon cancellation." Tools where export is upper-tier only, UI-only, or unsupported tend to leave data stranded when switching.
Caveats / items to verify
Pricing, plan names, and API specs are a fast-moving area. Before making an adoption decision, we recommend re-checking the following with each company's latest official information.
- Smartlook โ Under Cisco, End-of-Sale/End-of-Life (updates through end of Aug 2026, support ends end of Aug 2027, shutdown planned end of Sep 2027, being folded into Splunk). Not recommended for new adoption.
- Mouseflow โ The heatmap API's response format (raw coordinates or images) is not confirmed in official documentation.
- Hotjar โ Specific pricing for the Scale tier is hard to confirm on the official page due to the Contentsquare integration, so this article does not state a definitive figure.
- AB Tasty โ Integrated API/export specs after the VWO merger have not been announced. The legacy API continues to operate for now.
- Convert.com โ Growth $299/month, Pro $420/month (100K MTU, annual payment) are figures listed on the official pricing page. Subject to change by MTU tier.
- VWO, Kameleoon, Optimizely, Contentsquare, FullStory โ None publish pricing; all are "inquiry required/enterprise." API availability and pricing tier should be confirmed through sales.
- Statsig โ Following the OpenAI acquisition, Amplitude has taken over the business. The free tier, API policy, and data governance may change โ check the terms before long-term adoption.
About this data: The scores and "paywall" determinations reflect our editorial team's interpretation, based on each company's official documentation as primary sources. Figures and plan names are as of July 4, 2026. Specifications and pricing are subject to change without notice, so please check each company's latest official information before making an adoption decision. This focus on "data portability" also reflects why we at HeatMapX value being able to pull the behavioral data collected via a single tracking tag back into your hands at any time, via CLI or MCP.
Main sources: Microsoft Learn (Clarity Data Export API / Data retention / MCP Server); Hotjar Help (API, export); Contentsquare Docs (Export/Metrics API, Connect); Fullstory Developer (Server API Exports); Mouseflow (REST API docs, pricing); Smartlook (API overview, EOL announcement); PostHog Docs (API, Session recordings, Heatmaps, Query); Matomo (Reporting API, On-Premise, Heatmap plugin); GrowthBook (Docs, MCP, Pricing); Statsig (Docs, Pricing), OpenAI/Amplitude (Statsig succession announcement); Convert.com (Pricing, API); VWO Developers, AB Tasty (Data Export, merger announcement); Crazy Egg, Lucky Orange, Kameleoon, Omniconvert, Unbounce โ each company's official docs/pricing.