Convert 
Optimizely Web Experimentation Convert vs Optimizely Web Experimentation
A side-by-side Experimentation comparison of Convert and Optimizely Web Experimentation — capability coverage, pricing, and stack fit, with 33 of 35 recorded cells citing the vendors' own documentation. No referral fees; the data is ours.
Reviewed verdict
Direct substitute — Most teams run one of these, not both.
Both are used to run web A/B tests and personalization for the same team, so most organizations would standardize on one experimentation platform.
Drafted by an AI model and checked by hand.
Switching takes real work. A judgement, not computed from the capability data.
Capability comparison
12on one record only
11on both
| Capability | Convert | Optimizely Web Experimentation | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| On one record only 12 | |||||||||||
| Feature Flagging | Core Feature FlaggingCore Convert Fullstack provides feature flags, variables, and gradual rollouts. support.convert.com/hc/en-us/articles/understanding-… ↗ 15 Sept 2026 · AI-evaluated | Not offered Feature FlaggingNot offered Optimizely documents feature flags under Feature Experimentation, while Web Experimentation is the client-side web testing product. support.optimizely.com/hc/en-us/articles/38936054583053… ↗ Checked · 3 of 3 passes | |||||||||
| Heatmaps & Click Tracking | Core Heatmaps & Click TrackingCore Native Heatmaps visualize clicks, taps, moves, and scrolls for pages and experiment variations. support.convert.com/hc/en-us/articles/heatmaps-nativ… ↗ 15 Sept 2026 · AI-evaluated | Not offered Heatmaps & Click TrackingNot offered Web Experimentation accepts heatmap images as optional input but does not document native heatmap collection. support.optimizely.com/hc/en-us/articles/46687113799053… ↗ Checked · 3 of 3 passes | |||||||||
| Session Replay | Core Session ReplayCore Convert Signals records selected sessions and provides playable session replays. support.convert.com/hc/en-us/articles/convert-signal… ↗ 15 Sept 2026 · AI-evaluated | Not offered Session ReplayNot offered Web Experimentation resources do not document session recording or replay. support.optimizely.com/hc/en-us/articles/4410282658573-… ↗ Checked · 3 of 3 passes | |||||||||
| Agent Builder / Orchestration | Not offered Agent Builder / OrchestrationNot offered Checked developer documentation for agent builders, handoffs, guardrails, and multi-agent orchestration; none are documented. support.convert.com/hc/en-us/articles/developers ↗ Checked · 3 of 3 passes | Supported Agent Builder / OrchestrationSupported Optimizely Opal is an agent orchestration platform available from Web Experimentation. support.optimizely.com/hc/en-us/articles/44744879789837… ↗ 15 Sept 2026 · AI-evaluated | |||||||||
| Agentic AI / Autonomous Agents | Not offered Agentic AI / Autonomous AgentsNot offered Checked developer documentation for autonomous or semi-autonomous agents inside Convert; none are documented. support.convert.com/hc/en-us/articles/developers ↗ Checked · 3 of 3 passes | Supported Agentic AI / Autonomous AgentsSupported Web Experimentation includes AI variation, review, analysis, conflict-checking, and value-estimation agents. support.optimizely.com/hc/en-us/articles/44744879789837… ↗ 15 Sept 2026 · AI-evaluated | |||||||||
| AI Decisioning / Next-Best-Action | Not offered AI Decisioning / Next-Best-ActionNot offered Checked analysis documentation for model-driven next-best-action selection; it documents experiment reporting and recommendations instead. support.convert.com/hc/en-us/articles/analyze-results ↗ Checked · 3 of 3 passes | Supported AI Decisioning / Next-Best-ActionSupported Contextual bandits dynamically select personalized variations using metrics and user attributes. support.optimizely.com/hc/en-us/articles/23727985454861… ↗ 15 Sept 2026 · AI-evaluated | |||||||||
| Content Recommendations | Not offered Content RecommendationsNot offered Checked analysis documentation for AI content suggestions; documented recommendations concern experiment results instead. support.convert.com/hc/en-us/articles/analyze-results ↗ Checked · 3 of 3 passes | Supported Content RecommendationsSupported Web Recommendations delivers algorithmic content recommendations within Web Experimentation experiments. support.optimizely.com/hc/en-us/articles/4410282634381-… ↗ 15 Sept 2026 · Verified by hand | |||||||||
| Decisioning Engine (Next Best Action) | Not offered Decisioning Engine (Next Best Action)Not offered The API documents experience and feature evaluation, not a real-time next-best-action decisioning engine. support.convert.com/hc/en-us/articles/convert-api-do… ↗ Checked · 3 of 3 passes | Supported Decisioning Engine (Next Best Action)Supported Contextual bandits dynamically select personalized variations based on visitor attributes and outcomes. docs.optimizely.com/web-experimentation/docs/context… ↗ 15 Sept 2026 · Verified by hand | |||||||||
| In-app Messaging | Supported In-app MessagingSupported Custom Pop-ups create on-site pop-up messages in the Visual Editor. support.convert.com/hc/en-us/articles/custom-pop-ups… ↗ 15 Sept 2026 · AI-evaluated | Not offered In-app MessagingNot offered Web Experimentation resources cover experiments, snippets, events, audiences, and pages, not in-app messaging. support.optimizely.com/hc/en-us/articles/4410282658573-… ↗ Checked · 3 of 3 passes | |||||||||
| Predictive Scoring / Propensity | Not offered Predictive Scoring / PropensityNot offered Checked analysis documentation for likelihood-to-convert, churn, or lifetime-value scoring; none are documented. support.convert.com/hc/en-us/articles/analyze-results ↗ Checked · 3 of 3 passes | Supported Predictive Scoring / PropensitySupported Adaptive audiences use machine learning to create predicted-intent audience conditions. support.optimizely.com/hc/en-us/articles/4410283700877-… ↗ 15 Sept 2026 · AI-evaluated | |||||||||
| Product Recommendations | Not offered Product RecommendationsNot offered Checked Fullstack feature documentation for a product recommendation engine; product lists and recommendation settings are only example variable values. support.convert.com/hc/en-us/articles/understanding-… ↗ Checked · 3 of 3 passes | Supported Product RecommendationsSupported Web Recommendations supports product, content, and category recommendation experiments. support.optimizely.com/hc/en-us/articles/4410283377933-… ↗ 15 Sept 2026 · Verified by hand | |||||||||
| Visitor Identification | Not offered Visitor IdentificationNot offered BYOID accepts a supplied visitorId but does not document anonymous-to-contact profile resolution. support.convert.com/hc/en-us/articles/bring-your-own… ↗ Checked · 2 of 3 passes | Supported Visitor IdentificationSupported Web Experimentation identifies visitors with generated or customer-supplied visitor IDs. support.optimizely.com/hc/en-us/articles/4411652974477-… ↗ 15 Sept 2026 · AI-evaluated | |||||||||
| On both records 11 | |||||||||||
Data collection 2 · supported on all
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Audience 1 · supported on all
| |||||||||||
Personalization 3 · all core on 2
| |||||||||||
Analytics 1 · supported on all
| |||||||||||
Governance 1 · supported on all
| |||||||||||
AI & agents 3 · graded apart
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Not offered means the evidence sweep read the vendor's documentation and did not find it — hover to see the page it checked. — means no verdict either way. Hover a recorded cell to read its evidence and source; a cell with no source says so, and each cell says whether an AI pass or a person set the grade.
Sources · 33 pages on the vendors' own sites
Convert · 15
A/B & Multivariate Testing — support.convert.com/hc/en-us/articles/204494049-what…Agent Interface (MCP / Tool API) — support.convert.com/hc/en-us/articles/convert-mcp-se…AI Assistant / Copilot — convert.com/pricingAI Governance & Guardrails — support.convert.com/hc/en-us/articles/convert-mcp-se…Dynamic Content Assembly — support.convert.com/hc/en-us/articles/personalizatio…Event Stream Ingestion — support.convert.com/hc/en-us/articles/convert-api-do…Feature Flagging — support.convert.com/hc/en-us/articles/understanding-…Funnel / Conversion Analysis — support.convert.com/hc/en-us/articles/advanced-funne…Generative AI (Content) — support.convert.com/hc/en-us/articles/ai-wizard-cust…Heatmaps & Click Tracking — support.convert.com/hc/en-us/articles/heatmaps-nativ…In-app Messaging — support.convert.com/hc/en-us/articles/custom-pop-ups…Server-side Experimentation — support.convert.com/hc/en-us/articles/360015870371-s…Session Replay — support.convert.com/hc/en-us/articles/convert-signal…Web Personalization — support.convert.com/hc/en-us/articles/personalizatio…Web SDK — support.convert.com/hc/en-us/articles/205151015-how-… Optimizely Web Experimentation · 18
A/B & Multivariate Testing — support.optimizely.com/hc/en-us/articles/4410289104013-…Agent Builder / Orchestration — support.optimizely.com/hc/en-us/articles/44744879789837…Agent Interface (MCP / Tool API) — support.optimizely.com/hc/en-us/articles/23949705057421…Agentic AI / Autonomous Agents — support.optimizely.com/hc/en-us/articles/44744879789837…AI Assistant / Copilot — support.optimizely.com/hc/en-us/articles/39026032632845…AI Decisioning / Next-Best-Action — support.optimizely.com/hc/en-us/articles/23727985454861…AI Governance & Guardrails — support.optimizely.com/hc/en-us/articles/48126584541837…Audience Segmentation — support.optimizely.com/hc/en-us/articles/17085325303565…Content Recommendations — support.optimizely.com/hc/en-us/articles/4410282634381-…Decisioning Engine (Next Best Action) — docs.optimizely.com/web-experimentation/docs/context…Dynamic Content Assembly — support.optimizely.com/hc/en-us/articles/40961503529101…Event Stream Ingestion — support.optimizely.com/hc/en-us/articles/4410284311565-…Funnel / Conversion Analysis — support.optimizely.com/hc/en-us/articles/4410288941325-…Generative AI (Content) — support.optimizely.com/hc/en-us/articles/44744879789837…Predictive Scoring / Propensity — support.optimizely.com/hc/en-us/articles/4410283700877-…Product Recommendations — support.optimizely.com/hc/en-us/articles/4410283377933-…Visitor Identification — support.optimizely.com/hc/en-us/articles/4411652974477-…Web SDK — support.optimizely.com/hc/en-us/articles/4410284311565-… Choose Convert if you need
On Convert's record, not on Optimizely Web Experimentation's
- Feature Flagging
- Heatmaps & Click Tracking
- Session Replay
- Pricing
- From $299/mo (paid annually) or $399/mo (paid monthly)
Choose Optimizely Web Experimentation if you need
On Optimizely Web Experimentation's record, not on Convert's
Same jobs on record. Decide on price, and on how each connects to what you already run — drop both onto a canvas to see it.
- Pricing
- Custom
Convert vs Optimizely Web Experimentation — FAQ
What is the difference between Convert and Optimizely Web Experimentation?
Both are Experimentation tools. Convert's record includes Feature Flagging and Heatmaps & Click Tracking, which Optimizely Web Experimentation's does not; the two records cover the same jobs. The matrix above shows 33 of 35 recorded cells citing the vendors' own documentation.
Is Convert or Optimizely Web Experimentation better?
Neither is universally better — it depends on your stack. Choose Convert if you need Feature Flagging; choose Optimizely Web Experimentation if its strengths matter more. Map both against your actual requirements rather than a generic feature count.
How do Convert and Optimizely Web Experimentation compare on price?
Convert: From $299/mo (paid annually) or $399/mo (paid monthly). Optimizely Web Experimentation: Custom. Check each vendor's page for current rates.
Free stack audit
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