# Heap AI visibility in Developer Analytics & Product Analytics Canonical: https://devtune.ai/verticals/developer-analytics-product-analytics/heap [Website](https://www.heap.io/) Updated: 2026-09-27T01:34:04.869986+00:00 Prompts: 25 Runs: 6 ## Platforms - google-ai-mode - google-ai - bing-copilot-search - chatgpt-search - perplexity - xai-search Rank: 4 Total brands: 11 Measured responses: 150 Presence percent: 6 Share of voice percent: 5.3061224489795915 Average position: 3.3076923076923075 Docs presence percent: 0.6666666666666667 Blog presence percent: 1.3333333333333335 Brand mention percent: 0 ## Profile Overview: Heap (now part of Contentsquare) is a product and digital experience analytics platform founded in 2013 in San Francisco and acquired by Contentsquare in December 2023. Its core differentiator is automatic, retroactive event capture: a single code snippet records every user interaction — clicks, pageviews, form fills, and taps — across web and mobile without requiring pre-planned event instrumentation. This allows teams to define and analyze events retroactively. The platform combines quantitative analytics (funnels, journeys, retention, cohorts, dashboards) with qualitative tools (session replay, heatmaps) and an AI layer — Heap Illuminate for proactive friction detection and Sense AI for natural-language querying. Heap serves over 10,000 companies across SaaS, ecommerce, financial services, and healthcare, competing primarily with Amplitude, Mixpanel, FullStory, and Pendo. Product summary: Heap is a product analytics platform distinguished by automatic, codeless event capture that retroactively records all user interactions across web and mobile. Now operating as part of Contentsquare's Experience Intelligence Platform, Heap provides funnels, journey maps, retention charts, cohort segmentation, AI-powered friction discovery (Illuminate), an AI copilot (Sense), integrated session replay, heatmaps, and direct data warehouse connectivity (Heap Connect) — enabling product, marketing, and data teams to understand and optimize the complete digital customer journey without heavy engineering dependencies. ### Key capabilities - Automatic, codeless event capture (autocapture) for all clicks, pageviews, taps, and form fills - Retroactive analysis — define events after data collection without losing historical data - Heap Illuminate: AI/data-science layer that proactively surfaces hidden friction and conversion opportunities - Sense AI: natural-language analytics copilot for self-serve insight generation - Integrated session replay with one-click navigation from funnel drop-off to session context - Heatmaps for on-page visual engagement analysis - Journey Maps: visual maps of all user paths across a digital experience - Heap Connect: automatic, retroactive data sync to cloud data warehouses (Snowflake, Redshift, BigQuery, S3) - Account-level analytics and behavioral segmentation (Pro and above) - Data governance tools including visual event labeling, definition history, and shared/personal spaces ### Target users - Product managers optimizing activation, adoption, and retention - Growth and marketing teams improving conversion funnels - Data teams building warehouse-native behavioral analytics pipelines - UX/design teams diagnosing friction via session replay and heatmaps - SaaS companies running product-led growth motions - eCommerce and financial services teams analyzing digital customer journeys ### Key use cases - Funnel optimization and conversion rate improvement - Feature adoption tracking and product engagement analysis - User retention and churn reduction analysis - Product-led growth (PLG) motion instrumentation - Retroactive debugging of user experience issues without pre-planned tracking - eCommerce merchandising and subscription flow optimization - Cross-device and cross-channel customer journey analysis - Data warehouse enrichment and behavioral segment activation Integrations ecosystem: Heap advertises 100+ integrations across the analytics and marketing stack. Key integrations include Salesforce, Marketo, Intercom, and Iterable for CRM and marketing activation; Snowflake, Amazon Redshift, BigQuery, and S3 via Heap Connect for data warehouse sync; and Shopify for ecommerce. Behavioral segments created in Heap can be synced directly to Snowflake. The Heap Activate add-on enables pushing behavioral data to customer engagement tools for personalized in-app and email campaigns. Integrations are bidirectional, allowing third-party enrichment data to be pulled into Heap user profiles. Pricing summary: Heap offers four tiers. Free: up to 10,000 monthly sessions, 6 months data history, core analytics charts, SSO — no cost. Growth: custom session-based pricing (third-party data suggests starting around $3,600/year for ~300k sessions annually); includes unlimited users and reports, AI copilot (Sense), and 12 months data history. Pro: custom pricing (third-party buyer data indicates approximately $100,000/year for 5M sessions); adds account analytics, engagement matrix, report alerts, and session replay as an add-on. Premier: custom pricing (approximately $187,500/year for 15M sessions per third-party data); includes data warehouse integration (Heap Connect), behavioral targeting, unlimited projects, advanced permissions, dedicated CSM, and region-specific storage. Session Replay, Heatmaps, and Error Analysis are add-ons on Pro/Premier. Pricing is not publicly listed and requires a sales conversation for paid tiers. Review summary: Heap earns a 4.3/5 on G2 (1,098 reviews) and 4.4/5 on Gartner Peer Insights (23 reviews). Users consistently praise autocapture for eliminating manual tagging and enabling non-technical team members to conduct independent analysis, freeing engineering resources. Session replay integration and data warehouse connectivity are also highlighted as high-value differentiators. Criticism centers on opaque and escalating pricing as session volumes grow, the learning curve for organizing large event taxonomies, and session replay being gated as a paid add-on. A subset of post-acquisition reviewers in community forums report perceived declines in product stability and support responsiveness. Competitive positioning: Heap differentiates through automatic, retroactive event capture — a single JavaScript snippet captures every click, pageview, tap, and form fill without pre-planned event instrumentation. This 'autocapture-first' philosophy contrasts with manual-tagging tools like Amplitude and Mixpanel, reducing engineering dependency and enabling retroactive analysis. Following the December 2023 acquisition by Contentsquare, Heap is positioned as the product analytics layer within a broader Experience Intelligence Platform that also includes session replay, heatmaps, and digital experience analytics. Heap competes primarily with Amplitude, Mixpanel, Pendo, and FullStory across mid-market and enterprise segments, leaning on combined quantitative + qualitative coverage, Heap Illuminate (AI-driven friction discovery), and a 100+ integration ecosystem as key differentiators. Limitations: Paid plan pricing is opaque and session-based — Growth, Pro, and Premier require a sales quote, and costs can increase 3–5x as session volumes scale. Session Replay and Heatmaps are add-ons on Pro and Premier rather than included features. The Free plan is capped at 10,000 monthly sessions with only 6 months of data history, limiting utility for growing sites. Autocapture can generate large volumes of noisy events, requiring governance discipline to manage definitions at scale. Some reviewers note that mobile (iOS/Android) tagging is not straightforward, and post-acquisition support quality has been criticized in community forums. The platform is primarily focused on website and app behavioral data and does not natively incorporate CRM, LinkedIn, or review-site intent signals. ### Source urls - https://www.heap.io/ - https://www.heap.io/pricing - https://www.heap.io/platform/integrations - https://www.heap.io/about - https://contentsquare.com/press/contentsquare-completes-acquisition-heap/ - https://www.heap.io/press/contentsquare-enters-definitive-agreement-to-acquire-heap - https://www.businesswire.com/news/home/20230928042397/en/Contentsquare-Enters-Definitive-Agreement-to-Acquire-US-Product-Analytics-Leader-Heap - https://tracxn.com/d/companies/heap/__Sl1mRNJTh4tu_zUQWUYHf35O1c-6R1fsgRzDeWXmKD4 - https://venturebeat.com/2021/12/07/heap-raises-110-to-automate-analytics-for-digital-experiences/ - https://www.g2.com/products/heap/reviews - https://www.gartner.com/reviews/market/web-product-and-digital-experience-analytics/compare/adobe-vs-heap - https://userpilot.com/blog/heap-product-analytics/ - https://www.vendr.com/marketplace/heap - https://www.ycombinator.com/blog/qa-with-matin-movassate-and-ravi-parikh-cofounders-of-heap/ - https://ai-cmo.net/tools/heap Reviewed at: 2026-04-28T23:14:39.089+00:00 ### Customer outcomes | Customer | Summary | Metric | | --- | --- | --- | | Freshworks | Freshdesk used Heap to gain retroactive behavioral insights without engineering intervention, enabling a data-driven culture that spread from one product team to all Freshworks product lines. | 20% improvement in feature adoption | | Huel | Huel's eCommerce team used Heap with Shopify and Snowflake integrations to analyze subscription cancellation flows and optimize merchandising by country and channel, achieving significant conversion and retention improvements. | 30% increase in new customer conversions | | LendingClub | LendingClub used Heap's behavioral analytics to identify and optimize product flows within its personal loan application experience. | $1M+ increase in personal loan volume | | Esurance | Esurance identified and resolved user experience friction points across its digital product using Heap insights, generating substantial monthly savings. | $225k saved per month | ### Reviews breakdown | Platform | Score | Score max | Review count | Url | | --- | --- | --- | --- | --- | | G2 | 4.3 | 5 | 1098 | https://www.g2.com/products/heap/reviews | | Gartner Peer Insights | 4.4 | 5 | 23 | https://www.gartner.com/reviews/market/web-product-and-digital-experience-analytics/vendor/heap | ### Review themes #### Praised - Autocapture eliminates manual event tagging - Retroactive analysis without losing historical data - Non-technical users can self-serve analytics - Data warehouse integration (Snowflake, Redshift, BigQuery) - One-click session replay linked directly to funnel drop-offs - Intuitive UI and low learning curve for basic use - Reduces engineering time on instrumentation - Heap Illuminate surfaces unknown friction automatically #### Criticized - Opaque and escalating session-based pricing - Session Replay is an add-on, not included in Pro/Premier base price - Autocapture creates noisy event data requiring governance discipline - Complex mobile (iOS/Android) tagging setup - Post-acquisition support quality decline reported by some users - 10k session free tier is restrictive for growing products - Limited retroactive data history on lower tiers - Not suited for B2B teams needing CRM or intent-signal data ### Company facts Founded year: 2013 Hq: San Francisco, CA, USA #### Founders - Matin Movassate - Ravi Parikh Employees range: 200-350 Total funding: $216M Valuation: $960M (Dec 2021, pre-acquisition) Arr: Not available Customer count: 10,000+ Status: Acquired by Contentsquare (December 2023) Readiness: Not available ## Ranking | Display name | Pair count | Total pairs | Presence percent | Avg position | | --- | --- | --- | --- | --- | | Amplitude | 52 | 150 | 34.66666666666667 | 3.5172413793103448 | | PostHog | 34 | 150 | 22.666666666666664 | 4 | | Mixpanel | 24 | 150 | 16 | 3.56 | | Heap | 9 | 150 | 6 | 3.3076923076923075 | | RudderStack | 8 | 150 | 5.333333333333334 | 2.090909090909091 | | Segment | 6 | 150 | 4 | 2.1666666666666665 | | Pendo | 6 | 150 | 4 | 3.2 | | FullStory | 5 | 150 | 3.3333333333333335 | 3.3333333333333335 | | mParticle | 1 | 150 | 0.6666666666666667 | 3 | | June | 0 | 150 | 0 | Not available | | Koala | 0 | 150 | 0 | Not available | ## Platform breakdown | Platform | Prompt count | Presence rate | | --- | --- | --- | | google-ai-mode | 1 | 4 | | google-ai | 1 | 4 | | bing-copilot-search | 0 | 0 | | chatgpt-search | 6 | 24 | | perplexity | 1 | 4 | | xai-search | 0 | 0 | ## Strengths | Prompt text | Platform count | Avg position | | --- | --- | --- | | Which product analytics platforms offer auto-capture so a small team can track behavior without maintaining a complex manual tracking plan? | 1 | 1 | | What tools let me send analytics events to multiple destinations from a single instrumentation layer without duplicating code? | 1 | 1 | ## Gaps | Prompt text | Competitor presence count | | --- | --- | | Which product analytics tools support account-level analytics for B2B SaaS — aggregating behavior by company, not just by individual user? | 4 | | Which product analytics platforms have the best built-in guidance for structuring user, account, and event properties for a B2B SaaS app from the start? | 4 | | Which analytics SDKs handle offline and spotty network conditions best — queueing and retrying events rather than dropping them? | 3 | | Which product analytics tools integrate with feature flag platforms to automatically analyze feature adoption by cohort as flags roll out? | 3 | | Which product analytics platforms offer the most comprehensive GDPR and CCPA compliance controls — data deletion, consent management, and regional data residency? | 3 | ## Topic scores | Topic name | Prompt count | Cited prompt count | | --- | --- | --- | | Capability | 5 | 1 | | Developer Experience | 5 | 1 | | Integrations & Ecosystem | 5 | 0 | | Performance & Reliability | 5 | 2 | | Setup & First Run | 5 | 4 | ## Prompt results - Prompt text: Which product analytics platforms handle identity resolution best when the same user visits anonymously before logging in? #### Brand position by platform Google-ai-mode: Not available Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: 3 Perplexity: Not available Xai-search: Not available #### Platform rows ##### Google-ai-mode | Display name | Position | | --- | --- | | PostHog | 1 | | Segment | 2 | | Amplitude | 3 | ##### Google-ai | Display name | Position | | --- | --- | | PostHog | 1 | ##### Bing-copilot-search ##### Chatgpt-search | Display name | Position | | --- | --- | | Amplitude | 1 | | PostHog | 2 | | Heap | 3 | ##### Perplexity | Display name | Position | | --- | --- | | Amplitude | 1 | | Mixpanel | 3 | ##### Xai-search - Prompt text: Which product analytics platforms offer auto-capture so a small team can track behavior without maintaining a complex manual tracking plan? #### Brand position by platform Google-ai-mode: Not available Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Perplexity: 1 Xai-search: Not available #### Platform rows ##### Google-ai-mode | Display name | Position | | --- | --- | | PostHog | 1 | | Mixpanel | 2 | ##### Google-ai | Display name | Position | | --- | --- | | Pendo | 1 | | FullStory | 4 | ##### Bing-copilot-search ##### Chatgpt-search | Display name | Position | | --- | --- | | Amplitude | 1 | | PostHog | 2 | ##### Perplexity | Display name | Position | | --- | --- | | Heap | 1 | | PostHog | 3 | | Amplitude | 6 | ##### Xai-search - Prompt text: Which analytics SDKs handle offline and spotty network conditions best — queueing and retrying events rather than dropping them? #### Brand position by platform Google-ai-mode: Not available Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Perplexity: Not available Xai-search: Not available #### Platform rows ##### Google-ai-mode | Display name | Position | | --- | --- | | Mixpanel | 1 | | Amplitude | 3 | ##### Google-ai ##### Bing-copilot-search ##### Chatgpt-search | Display name | Position | | --- | --- | | Amplitude | 1 | | PostHog | 4 | ##### Perplexity | Display name | Position | | --- | --- | | Segment | 1 | | Amplitude | 6 | ##### Xai-search - Prompt text: Which product analytics platforms integrate best with customer success and CRM tools so account managers can see usage signals without switching dashboards? #### Brand position by platform Google-ai-mode: Not available Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Perplexity: Not available Xai-search: Not available #### Platform rows ##### Google-ai-mode | Display name | Position | | --- | --- | | Mixpanel | 2 | | Amplitude | 3 | ##### Google-ai ##### Bing-copilot-search ##### Chatgpt-search | Display name | Position | | --- | --- | | Pendo | 1 | | Amplitude | 3 | ##### Perplexity | Display name | Position | | --- | --- | | Pendo | 6 | ##### Xai-search - Prompt text: What are the differences between funnel analysis, retention analysis, and cohort analysis, and which analytics platforms do each of those really well? #### Brand position by platform Google-ai-mode: Not available Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Perplexity: Not available Xai-search: Not available #### Platform rows ##### Google-ai-mode | Display name | Position | | --- | --- | | Amplitude | 2 | ##### Google-ai ##### Bing-copilot-search | Display name | Position | | --- | --- | | Amplitude | 5 | ##### Chatgpt-search ##### Perplexity | Display name | Position | | --- | --- | | Amplitude | 1 | | Mixpanel | 4 | ##### Xai-search - Prompt text: Which developer-focused analytics tools make it easy to maintain a tracking plan as the product evolves without events getting stale or misconfigured? #### Brand position by platform Google-ai-mode: Not available Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Perplexity: Not available Xai-search: Not available #### Platform rows ##### Google-ai-mode | Display name | Position | | --- | --- | | Mixpanel | 1 | | Amplitude | 3 | ##### Google-ai | Display name | Position | | --- | --- | | PostHog | 4 | ##### Bing-copilot-search ##### Chatgpt-search ##### Perplexity | Display name | Position | | --- | --- | | Amplitude | 1 | | RudderStack | 3 | ##### Xai-search - Prompt text: Which product analytics tools support account-level analytics for B2B SaaS — aggregating behavior by company, not just by individual user? #### Brand position by platform Google-ai-mode: Not available Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Perplexity: Not available Xai-search: Not available #### Platform rows ##### Google-ai-mode | Display name | Position | | --- | --- | | RudderStack | 1 | | Segment | 3 | ##### Google-ai | Display name | Position | | --- | --- | | Amplitude | 1 | ##### Bing-copilot-search ##### Chatgpt-search | Display name | Position | | --- | --- | | Amplitude | 1 | | Mixpanel | 2 | | PostHog | 3 | ##### Perplexity | Display name | Position | | --- | --- | | Amplitude | 1 | ##### Xai-search - Prompt text: Which product analytics tools integrate with feature flag platforms to automatically analyze feature adoption by cohort as flags roll out? #### Brand position by platform Google-ai-mode: Not available Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Perplexity: Not available Xai-search: Not available #### Platform rows ##### Google-ai-mode ##### Google-ai | Display name | Position | | --- | --- | | PostHog | 2 | ##### Bing-copilot-search | Display name | Position | | --- | --- | | Amplitude | 4 | ##### Chatgpt-search | Display name | Position | | --- | --- | | PostHog | 2 | | Mixpanel | 3 | | Amplitude | 4 | ##### Perplexity | Display name | Position | | --- | --- | | Mixpanel | 1 | | Amplitude | 2 | | PostHog | 5 | ##### Xai-search - Prompt text: Which product analytics platforms offer the most comprehensive GDPR and CCPA compliance controls — data deletion, consent management, and regional data residency? #### Brand position by platform Google-ai-mode: Not available Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Perplexity: Not available Xai-search: Not available #### Platform rows ##### Google-ai-mode | Display name | Position | | --- | --- | | Amplitude | 1 | ##### Google-ai ##### Bing-copilot-search ##### Chatgpt-search | Display name | Position | | --- | --- | | Mixpanel | 1 | | Amplitude | 2 | ##### Perplexity | Display name | Position | | --- | --- | | Mixpanel | 1 | | Amplitude | 6 | ##### Xai-search - Prompt text: Which product analytics platforms have the best data freshness — how quickly after an event fires does it show up in dashboards? #### Brand position by platform Google-ai-mode: Not available Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: 3 Perplexity: Not available Xai-search: Not available #### Platform rows ##### Google-ai-mode | Display name | Position | | --- | --- | | Amplitude | 1 | | PostHog | 2 | ##### Google-ai ##### Bing-copilot-search ##### Chatgpt-search | Display name | Position | | --- | --- | | Amplitude | 1 | | PostHog | 2 | | Heap | 3 | ##### Perplexity | Display name | Position | | --- | --- | | FullStory | 1 | | Amplitude | 2 | | PostHog | 3 | | Mixpanel | 4 | ##### Xai-search - Prompt text: Which product analytics platforms scale from 100K to 10M monthly active users without requiring a full infrastructure rebuild? #### Brand position by platform Google-ai-mode: Not available Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Perplexity: Not available Xai-search: Not available #### Platform rows ##### Google-ai-mode ##### Google-ai | Display name | Position | | --- | --- | | Pendo | 1 | ##### Bing-copilot-search ##### Chatgpt-search ##### Perplexity | Display name | Position | | --- | --- | | Amplitude | 1 | | Mixpanel | 3 | | PostHog | 4 | ##### Xai-search - Prompt text: What's the fastest product analytics tool to add to a SaaS app to start tracking user behavior without a weeks-long instrumentation project? #### Brand position by platform Google-ai-mode: Not available Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Perplexity: Not available Xai-search: Not available #### Platform rows ##### Google-ai-mode | Display name | Position | | --- | --- | | Mixpanel | 1 | | Amplitude | 3 | ##### Google-ai ##### Bing-copilot-search ##### Chatgpt-search ##### Perplexity | Display name | Position | | --- | --- | | PostHog | 1 | ##### Xai-search - Prompt text: Which product analytics platforms handle billions of events per month without query performance degrading at scale? #### Brand position by platform Google-ai-mode: Not available Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: 3 Perplexity: Not available Xai-search: Not available #### Platform rows ##### Google-ai-mode | Display name | Position | | --- | --- | | Amplitude | 2 | ##### Google-ai ##### Bing-copilot-search ##### Chatgpt-search | Display name | Position | | --- | --- | | Amplitude | 1 | | Mixpanel | 2 | | Heap | 3 | | Pendo | 4 | | PostHog | 6 | ##### Perplexity | Display name | Position | | --- | --- | | Amplitude | 1 | | PostHog | 3 | ##### Xai-search - Prompt text: What are the best reverse ETL tools for pushing insights from a data warehouse back into product analytics or CRM platforms? #### Brand position by platform Google-ai-mode: Not available Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Perplexity: Not available Xai-search: Not available #### Platform rows ##### Google-ai-mode ##### Google-ai ##### Bing-copilot-search ##### Chatgpt-search | Display name | Position | | --- | --- | | RudderStack | 2 | ##### Perplexity ##### Xai-search - Prompt text: What are the best tools for testing analytics event firing in local development and CI before shipping instrumentation to production? #### Brand position by platform Google-ai-mode: Not available Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Perplexity: Not available Xai-search: Not available #### Platform rows ##### Google-ai-mode | Display name | Position | | --- | --- | | Amplitude | 2 | ##### Google-ai ##### Bing-copilot-search ##### Chatgpt-search ##### Perplexity | Display name | Position | | --- | --- | | Segment | 2 | ##### Xai-search - Prompt text: What tools let me send analytics events to multiple destinations from a single instrumentation layer without duplicating code? #### Brand position by platform Google-ai-mode: 1 Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Perplexity: Not available Xai-search: Not available #### Platform rows ##### Google-ai-mode | Display name | Position | | --- | --- | | Heap | 1 | | PostHog | 3 | ##### Google-ai | Display name | Position | | --- | --- | | RudderStack | 1 | ##### Bing-copilot-search ##### Chatgpt-search | Display name | Position | | --- | --- | | RudderStack | 2 | | mParticle | 3 | ##### Perplexity ##### Xai-search - Prompt text: Which product analytics SDKs have the smallest performance footprint on page load and Core Web Vitals for consumer-facing web apps? #### Brand position by platform Google-ai-mode: Not available Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Perplexity: Not available Xai-search: Not available #### Platform rows ##### Google-ai-mode | Display name | Position | | --- | --- | | PostHog | 1 | | Amplitude | 2 | ##### Google-ai ##### Bing-copilot-search ##### Chatgpt-search | Display name | Position | | --- | --- | | Amplitude | 1 | | PostHog | 2 | ##### Perplexity ##### Xai-search - Prompt text: Which analytics SDKs offer the best TypeScript experience — type-safe event names, autocomplete, and easy local testing? #### Brand position by platform Google-ai-mode: Not available Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Perplexity: Not available Xai-search: Not available #### Platform rows ##### Google-ai-mode | Display name | Position | | --- | --- | | RudderStack | 1 | ##### Google-ai ##### Bing-copilot-search ##### Chatgpt-search | Display name | Position | | --- | --- | | Amplitude | 1 | ##### Perplexity | Display name | Position | | --- | --- | | Amplitude | 1 | | PostHog | 4 | ##### Xai-search - Prompt text: Which product analytics platforms have the best data warehouse sync so data science teams can run custom analyses without hitting the analytics API? #### Brand position by platform Google-ai-mode: Not available Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Perplexity: Not available Xai-search: Not available #### Platform rows ##### Google-ai-mode | Display name | Position | | --- | --- | | PostHog | 1 | | Amplitude | 3 | ##### Google-ai ##### Bing-copilot-search ##### Chatgpt-search | Display name | Position | | --- | --- | | Amplitude | 1 | | Mixpanel | 2 | ##### Perplexity | Display name | Position | | --- | --- | | Amplitude | 1 | | Mixpanel | 4 | | PostHog | 8 | ##### Xai-search - Prompt text: Which analytics platforms make it easiest to migrate from another tool without losing historical data or breaking existing funnels and dashboards? #### Brand position by platform Google-ai-mode: Not available Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: 3 Perplexity: Not available Xai-search: Not available #### Platform rows ##### Google-ai-mode | Display name | Position | | --- | --- | | RudderStack | 2 | ##### Google-ai | Display name | Position | | --- | --- | | Amplitude | 1 | ##### Bing-copilot-search ##### Chatgpt-search | Display name | Position | | --- | --- | | Amplitude | 1 | | PostHog | 2 | | Heap | 3 | ##### Perplexity | Display name | Position | | --- | --- | | Mixpanel | 1 | | Amplitude | 5 | | PostHog | 9 | ##### Xai-search - Prompt text: Which product analytics platforms have the best built-in guidance for structuring user, account, and event properties for a B2B SaaS app from the start? #### Brand position by platform Google-ai-mode: Not available Google-ai: 5 Bing-copilot-search: Not available Chatgpt-search: 4 Perplexity: Not available Xai-search: Not available #### Platform rows ##### Google-ai-mode | Display name | Position | | --- | --- | | Amplitude | 2 | ##### Google-ai | Display name | Position | | --- | --- | | Amplitude | 1 | | Mixpanel | 2 | | Heap | 5 | ##### Bing-copilot-search ##### Chatgpt-search | Display name | Position | | --- | --- | | Amplitude | 1 | | Mixpanel | 2 | | Heap | 4 | | Pendo | 5 | | PostHog | 6 | ##### Perplexity | Display name | Position | | --- | --- | | Mixpanel | 1 | | PostHog | 4 | ##### Xai-search - Prompt text: Which product analytics platforms offer the best built-in A/B testing and experimentation capabilities compared to dedicated experimentation tools? #### Brand position by platform Google-ai-mode: Not available Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Perplexity: Not available Xai-search: Not available #### Platform rows ##### Google-ai-mode | Display name | Position | | --- | --- | | RudderStack | 1 | | Segment | 2 | ##### Google-ai ##### Bing-copilot-search ##### Chatgpt-search | Display name | Position | | --- | --- | | Amplitude | 1 | | Mixpanel | 4 | | PostHog | 5 | ##### Perplexity | Display name | Position | | --- | --- | | PostHog | 1 | | Amplitude | 6 | ##### Xai-search - Prompt text: Which product analytics platforms handle querying and dashboards best for non-technical stakeholders who need insights without writing SQL? #### Brand position by platform Google-ai-mode: Not available Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: 3 Perplexity: Not available Xai-search: Not available #### Platform rows ##### Google-ai-mode ##### Google-ai ##### Bing-copilot-search ##### Chatgpt-search | Display name | Position | | --- | --- | | Amplitude | 1 | | Heap | 3 | | PostHog | 4 | ##### Perplexity | Display name | Position | | --- | --- | | Amplitude | 1 | | Mixpanel | 4 | ##### Xai-search - Prompt text: Which session replay tools handle PII redaction and sensitive form data masking best before recordings are stored? #### Brand position by platform Google-ai-mode: Not available Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Perplexity: Not available Xai-search: Not available #### Platform rows ##### Google-ai-mode | Display name | Position | | --- | --- | | Mixpanel | 2 | | Amplitude | 3 | ##### Google-ai ##### Bing-copilot-search ##### Chatgpt-search | Display name | Position | | --- | --- | | FullStory | 1 | | PostHog | 3 | ##### Perplexity | Display name | Position | | --- | --- | | FullStory | 1 | ##### Xai-search - Prompt text: What analytics governance tools help teams prevent instrumentation from becoming a mess — stale events, inconsistent naming, missing properties? #### Brand position by platform Google-ai-mode: Not available Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Perplexity: Not available Xai-search: Not available #### Platform rows ##### Google-ai-mode | Display name | Position | | --- | --- | | PostHog | 1 | | FullStory | 2 | ##### Google-ai ##### Bing-copilot-search ##### Chatgpt-search ##### Perplexity | Display name | Position | | --- | --- | | Segment | 3 | | Amplitude | 5 | ##### Xai-search ## Top sources | Url | Title | Domain | Logo url | Source vertical | Content type | Citation count | Last30d count | | --- | --- | --- | --- | --- | --- | --- | --- | | https://www.heap.io/platform/autocapture | Autocapture - Heap \| Heap | heap.io | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/f5b2a017-564c-429b-af99-3cf95ea0615a/ac368fa81b8bde05f0a045b50a2f54a582d9c31d.png | commercial | product_page | 5 | 5 | | https://www.heap.io/platform/capture | Heap - Capture The Most Complete Dataset \| Heap | heap.io | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/f5b2a017-564c-429b-af99-3cf95ea0615a/ac368fa81b8bde05f0a045b50a2f54a582d9c31d.png | commercial | product_page | 3 | 3 | | https://www.heap.io/topics/what-is-product-analytics | What is Product Analytics? \| Heap | heap.io | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/f5b2a017-564c-429b-af99-3cf95ea0615a/ac368fa81b8bde05f0a045b50a2f54a582d9c31d.png | commercial | comparison | 3 | 3 | | https://help.heap.io/hc/en-us/articles/37271957981201-Properties-overview | Properties overview – Heap Help Center \| Documentation & Support | help.heap.io | Not available | commercial | documentation | 2 | 2 | | https://developers.heap.io/docs/using-identify | Track user identity | developers.heap.io | Not available | commercial | documentation | 2 | 2 | | https://help.heap.io/hc/en-us/articles/37272013571601-Understanding-Heap-s-Data-Model | Understanding Heap's Data Model – Heap Help Center \| Documentation & Support | help.heap.io | Not available | commercial | documentation | 2 | 2 | | https://www.heap.io/blog/optimizing-postgres-queries-at-scale | Optimizing Postgres Queries at Scale \| Heap | heap.io | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/f5b2a017-564c-429b-af99-3cf95ea0615a/ac368fa81b8bde05f0a045b50a2f54a582d9c31d.png | commercial | blog_post | 2 | 2 | | https://www.heap.io/blog/move-from-google-analytics-to-heap | Making the Move From Google Analytics to Heap \| Heap | heap.io | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/f5b2a017-564c-429b-af99-3cf95ea0615a/ac368fa81b8bde05f0a045b50a2f54a582d9c31d.png | commercial | blog_post | 1 | 1 | ## Response excerpts | Prompt text | Platform | Excerpt | | --- | --- | --- | | Which product analytics platforms offer auto-capture so a small team can track behavior without maintaining a complex manual tracking plan? | google-ai | \| \| Heap (Contentsquare) \| Pure retroactive behavioral analysis \| The pioneer of auto-capture; records everything out-of-the-box so you can create funnels and events weeks after data is collected. | | Which product analytics platforms handle querying and dashboards best for non-technical stakeholders who need insights without writing SQL? | google-ai | \| \| Heap (Contentsquare) \| Automatic data capture \| Autocapture records every click/pageview automatically, letting stakeholders define events retroactively without developer help. | | Which product analytics tools support account-level analytics for B2B SaaS — aggregating behavior by company, not just by individual user? | google-ai | \| \| Heap \| Account-Level Tracking / Enrichments \| Allows you to map user sessions and autocaptured data back to specific accounts, often syncing with customer data platforms (CDPs) or CRMs to slice behavior by company attributes. | ## Competitor excerpts | Platform | Competitor name | Excerpt | | --- | --- | --- | | google-ai-mode | RudderStack | RudderStack * * * * Avo — Widely considered a gold standard for collaborative tracking design. | | google-ai-mode | Segment | Twilio Segment Protocols — Segment's built-in governance layer. | | google-ai | Amplitude | ...Tools with Account-Level Support \| Tool \| Core Account Feature Name \| How It Works for B2B SaaS \| \| --- \| --- \| --- \| \| Amplitude \| Amplitude Accounts (Enterprise/Add-on) \| Allows you to aggregate events by company, view account health scores ba... | | chatgpt-search | Amplitude | The main tools with native company/account-level analytics are: * Amplitude — Accounts add-on; analyze funnels, retention, cohorts, and activity by company rather than user. | | chatgpt-search | Mixpanel | \[1\] * Mixpanel — Group/Account Analytics; supports account profiles, account adoption, activation, and account-level funnels. | | chatgpt-search | PostHog | \[2\] * PostHog — Group Analytics; explicitly supports aggregating events by companies/organizations and measuring active companies, company churn, etc. \[3\] * Pendo — Account-level analytics and account engagement... | | perplexity | Amplitude | Amplitude — explicitly offers account-level analytics for B2B SaaS and user/account insights [1][2] - Mixpanel — supports Group Analytics, which is the account-level layer for B2B; one result notes it’s a paid add-on and should be set up... | | google-ai-mode | Amplitude | Amplitude +1 * PostHog — _Best open-source/all-in-one option._ PostHog also features an autocapture option out-of-the-box for web apps, meaning a single script tag or basic package install starts collecting interaction data immediately. | | google-ai | Amplitude | Amplitude (Best for Built-In Data Governance & Taxonomy Guidance) Amplitude provides the most robust native framework for designing and enforcing a clean tracking plan before you even write code. | | google-ai | Mixpanel | Mixpanel (Best for Native Group Analytics & Flexible Schema Design) Mixpanel approaches B2B SaaS data structures through a robust relational model that treats users, events, and companies as distinct, connected entities. | | chatgpt-search | Amplitude | If your priority is “help me design a clean B2B SaaS analytics schema before we start shipping events”, I’d shortlist Amplitude, Mixpanel, Heap, and Pendo—with somewhat different strengths. | | chatgpt-search | Mixpanel | If your priority is “help me design a clean B2B SaaS analytics schema before we start shipping events”, I’d shortlist Amplitude, Mixpanel, Heap, and Pendo—with somewhat different strengths. | ## Trend Visibility delta: 2.3999999999999995 Avg position delta: 1.4743589743589742 Citation count delta: 7