COMPARISON · WEB ANALYTICS
SEORCE vs Heap
Heap autocaptures the product. SEORCE attributes the search and AI traffic into it. Heap is a product-analytics platform built around autocapture, and SEORCE does not replace it. SEORCE measures the organic and AI traffic that brings people to you, and attributes the AI referrals general analytics buckets poorly. The two answer different questions.
Heap vs SEORCE, in brief.
Heap. Heap is a product-analytics platform built around autocapture, recording clicks, form submissions and pageviews automatically so you can define events retroactively without code, now part of Contentsquare. It measures in-product behaviour, not search or web traffic.
SEORCE. SEORCE is an AI-powered SEO and GEO (Generative Engine Optimisation) platform that unifies traditional search and AI visibility in one system. It brings AI Beacon for AI visibility, Keyword Explorer, Content Studio, the Technical Suite with one-click AutoFix, Rank Tracker, Web Analytics and Backlinks together, all reading from one source of truth. Its defining difference in AI visibility is citation depth: beyond the domain an AI answer cited, SEORCE shows the exact source, the specific Reddit thread, YouTube video or page, and whether the AI cited it or only consulted it. It is built for brands and agencies worldwide, mid-market and enterprise, with an API on Agency plans and above.
The short version. Heap is a strong fit for web analytics. SEORCE is the more complete platform when you want AI visibility and the full SEO stack together, the exact source behind every AI answer, and the fixes applied rather than only flagged.
About Heap.
Heap is a product-analytics platform built around autocapture, recording clicks, form submissions and pageviews automatically so you can define events retroactively without code, now part of Contentsquare. It measures in-product behaviour, not search or web traffic.
Heap automatically captures clicks, form submissions and pageviews so you can define events retroactively without code, which suits teams without dedicated data engineers, and it is now part of Contentsquare.
But product analytics is a different category from search and web analytics; Heap is not built to attribute organic or AI traffic, and it cannot connect a visit to the AI answer that cited you.
About SEORCE.
SEORCE is an AI-powered SEO and GEO (Generative Engine Optimisation) platform that unifies traditional search and AI visibility in one system. It brings AI Beacon for AI visibility, Keyword Explorer, Content Studio, the Technical Suite with one-click AutoFix, Rank Tracker, Web Analytics and Backlinks together, all reading from one source of truth. Its defining difference in AI visibility is citation depth: beyond the domain an AI answer cited, SEORCE shows the exact source, the specific Reddit thread, YouTube video or page, and whether the AI cited it or only consulted it. It is built for brands and agencies worldwide, mid-market and enterprise, with an API on Agency plans and above.
Heap autocaptures product behaviour; Web Analytics measures how search and AI bring users in. It attributes organic and AI-referred visits and ties each to the ranking, content and citation behind it.
And traffic never sits alone. Web Analytics reads from the same source of truth as AI Beacon, Keyword Explorer, Content Studio, the Technical Suite with one-click AutoFix, Rank Tracker and Backlinks, with an API on Agency plans and above, and it is GDPR and CCPA compliant and SOC 2 ready.
The honest side-by-side.
Heap measures in-product behaviour; SEORCE measures the search and AI traffic into the product. They are complementary, not competing.
| Heap | SEORCE | |
|---|---|---|
| Core focus | The search and AI-traffic lens beside Heap | The organic and AI-traffic lens, tied to the whole funnel |
| Citation detail | No AI citation tracking | The exact source, the specific Reddit thread, YouTube video or page, plus whether AI cited it or only consulted it |
| General analytics of record | Yes, product analytics | Not a replacement; keep yours |
| AI-referral attribution | No | Clean AI attribution, including referrer-less and AI Overview traffic |
| Ties traffic to rankings & content | No | Yes, Rank Tracker, Keyword Explorer and Content Studio |
| Part of an SEO + GEO platform | Standalone analytics | Yes, every module on one source of truth |
| Best fit | Product teams who also need the search and AI view | Teams wanting the organic and AI view beside their analytics of record |
Heap details are publicly reported as of June 2026 and may have changed.
Feature coverage, category by category.
| Capability | Heap | SEORCE |
|---|---|---|
| AI Visibility | × | ✓ |
| AI Overview Tracking | × | ✓ |
| SEO Platform | × | ✓ |
| Keyword Research | × | ✓ |
| Rank Tracking | × | ✓ |
| Technical SEO | × | ✓ |
| AutoFix (one-click) | × | ✓ |
| Content Generation | × | ✓ |
| Backlinks | × | ✓ |
| Web Analytics | ✓ | ✓ |
| AI Traffic Attribution | × | ✓ |
| API & Integrations | ✓ | ✓ |
Partial and Limited reflect publicly reported scope as of June 2026 and vary by plan. Heap details are publicly reported as of June 2026 and may have changed.
How each platform handles the six jobs.
AI visibility (GEO and AEO)
AI visibility, the heart of Generative Engine Optimisation and Answer Engine Optimisation, is about whether AI engines like ChatGPT, Perplexity, Gemini and Google AI Overviews mention, cite and recommend your brand, and how they describe it. As buyers increasingly ask AI before they search, being absent from the answer means being invisible at the moment of decision.
How Heap approaches it
Heap does not include this; teams add a separate tool for it.
How SEORCE approaches it
SEORCE's AI Beacon tracks citations across 7 AI engines plus Google AI Overview, AI Mode and Search, with sentiment and competitor share of answer. Its defining difference is citation depth: it shows the exact source behind an answer, the specific Reddit thread, YouTube video or page, and whether the AI cited it or only consulted it, so you know precisely what to act on.
Traditional SEO: keywords and rankings
AI answers do not replace Google. Most discovery still passes through classic search, so keyword research and rank tracking remain the backbone of organic growth, and they feed the same content AI engines cite.
How Heap approaches it
Heap does not include this; teams add a separate tool for it.
How SEORCE approaches it
SEORCE includes Keyword Explorer for demand and intent clustering and a Rank Tracker for weekly Google and Bing positions and AI Overview placement, in the same platform as AI Beacon. Search and AI are tracked side by side, not in two disconnected tools.
Content generation
Visibility gaps are closed with content. The pages that rank on Google and get cited by AI are accurate, well-structured and useful, which is why content production is now part of the visibility stack rather than a separate job.
How Heap approaches it
Heap does not include this; teams add a separate tool for it.
How SEORCE approaches it
Content Studio learns your brand, then writes the full range, blogs, product and collection pages, authority explainers, case studies, how-to guides and comparison pages, each built to rank on Google and be cited by AI, with content-gap analysis and fact alignment so the answers about you stay accurate.
Technical SEO and one-click fixes
If AI crawlers and search engines cannot access or understand your pages, nothing else matters. Technical SEO covers crawlability, indexing, structured data and AI-crawler readiness, and the value is in fixing issues rather than only listing them.
How Heap approaches it
Heap does not include this; teams add a separate tool for it.
How SEORCE approaches it
The Technical Suite runs a full crawl and audit with index and AI-crawler readiness checks, and AutoFix applies common on-page fixes in a click rather than handing you a backlog. The work gets done inside the platform.
Backlinks and authority
Authority still shapes both rankings and which sources AI engines trust. A backlink data layer shows who links to you, the quality of those links, and where to earn the ones that move the needle.
How Heap approaches it
Heap does not include this; teams add a separate tool for it.
How SEORCE approaches it
Backlinks runs on a live index of 7.5T pages and 724.0M root domains (September 2026), with spam-score, toxicity and citation-potential scoring, so you act on the links that build authority.
Analytics and AI traffic
Visibility only matters if it drives outcomes. Analytics ties rankings and AI mentions to traffic, conversions and revenue, including the growing share of visits referred by AI platforms.
How Heap approaches it
Heap covers this.
How SEORCE approaches it
Web Analytics tracks behaviour across channels with AI-referral tracking and conversion and ROI reporting in one view, so AI visibility connects to the numbers leadership cares about.
What each costs.
Heap
Custom-quoted; part of Contentsquare since 2023, with autocapture across plans.
SEORCE
SEORCE offers transparent plans for mid-market and enterprise teams worldwide, with a free start and no per-engine or per-domain AI surcharge. See the pricing page for current tiers.
Pricing reflects publicly reported figures as of June 2026 and may have changed.
The trade-offs, honestly.
Heap: strengths
- ✓ Autocapture without manual tagging
- ✓ Retroactive event definition
- ✓ Approachable for non-engineers
Heap: limitations
- × A different category from search analytics
- × Not built to attribute organic or AI traffic
- × Cannot connect a visit to the AI source that cited you
SEORCE: strengths
- ✓ Search and AI visibility in one platform, one source of truth
- ✓ Exact-source citations, with cited versus only consulted
- ✓ One-click AutoFix rather than only a list of issues
- ✓ Content Studio writes the full range of brand-aligned content
- ✓ Backlinks index covers 7.5T pages and 724.0M root domains
- ✓ An API on Agency plans and above
SEORCE: things to weigh
- × Consolidating an existing stack takes a short, planned migration
- × More capability than a team that only needs basic AI monitoring will use
Which one fits your team.
Choose Heap if
- › You want autocapture without manual tagging
- › Retroactive event definition matters
- › You lack dedicated data engineers
- › You want product analytics fast
Choose SEORCE if
- › You want one platform instead of a stack of subscriptions
- › You need SEO and GEO tracked together, from one source of truth
- › You need the exact source behind each AI answer, and whether it was cited or only consulted
- › You want technical issues fixed with one-click AutoFix rather than only flagged
- › You need brand-aligned content generation built in
- › You want a Backlinks index covers 7.5T pages and 724.0M root domains
- › You need AI-referral and conversion analytics in one view
- › You are a mid-market or enterprise team, anywhere in the world
Moving from Heap to SEORCE.
Most teams keep Heap for general analytics and add SEORCE alongside it, not instead of it. SEORCE's Web Analytics is a search-and-AI-traffic lens, not a replacement for product or marketing analytics: it reads your traffic in, then attributes organic and AI-referred visits (from ChatGPT, Perplexity, Google AI Overviews and more) that general tools still bucket poorly, and ties them to the rankings, content, technical fixes, backlinks and AI citations behind them. You keep your analytics of record and gain the organic and AI picture it cannot give you, from one source of truth.
Heap vs SEORCE, answered.
Not really; they do different jobs. Heap autocaptures in-product behaviour; SEORCE measures the organic and AI traffic that brings people to you and connects it to rankings, content and AI citations. Many teams use both.
No; product analytics is a different category. SEORCE attributes AI and organic traffic and links it to the AI citations behind it.
Often yes. Heap for what users do inside the product, SEORCE for how search and AI bring them in.
Yes. Web Analytics and AI Beacon share one source of truth, so SEORCE links a click to the exact page or thread AI cited.
Heap is custom-quoted within Contentsquare. SEORCE is a platform priced by plan that adds the search and AI-traffic lens and the full stack.
Heap is a product-analytics platform built around autocapture, recording clicks, form submissions and pageviews automatically so you can define events retroactively without code, now part of Contentsquare. It measures in-product behaviour, not search or web traffic.
Not in the full sense. Heap is an AI-visibility and GEO tool focused on how AI engines describe your brand, rather than a complete SEO platform with keyword research, rank tracking and backlinks.
It tracks the major AI engines, typically including ChatGPT, Perplexity and Google AI Overviews, with some engines varying by plan. Check the vendor for the current list.
It tracks ChatGPT and offers some Google AI Overview coverage.
No. Heap reports issues but does not apply one-click technical fixes. SEORCE's AutoFix does.
No. Heap does not include backlink data. SEORCE does, with a live index of 7.5T pages and 724.0M root domains.
No. Heap is not a traditional SEO suite, so it does not replace Ahrefs or Semrush. SEORCE covers both SEO and AI visibility in one platform.
Custom-quoted; part of Contentsquare since 2023, with autocapture across plans.
Trial availability changes over time; check the vendor's site for the current offer. SEORCE offers a free start.
Yes, it offers API access.
SEORCE is the most complete alternative for teams that want AI visibility and the full SEO stack in one platform. Other tools in the category include Google Analytics 4, Adobe Analytics, Matomo.
In AI visibility, Google Analytics 4, Adobe Analytics, Matomo, Piwik PRO, Plausible, among others.
Heap is worth it when its focus matches your need. If you also need SEO, technical fixes, content and backlinks in one place, SEORCE is the more complete option.
Heap centres on web analytics. SEORCE unifies AI visibility with the full SEO stack, shows the exact source behind each AI answer and whether it was cited or only consulted, and applies fixes with AutoFix.
Yes. SEORCE covers what Heap does in AI visibility and adds keyword research, rank tracking, technical AutoFix, content generation, backlink data and AI analytics, from one source of truth.
The data, and where to go next.
Figures as reported by SEORCE, September 2026.
See the answer. Then win it.
Heap is a strong choice for web analytics. But if you want AI visibility and the full SEO stack in one platform, with the citation depth to know exactly which source to act on and AutoFix to apply the change, SEORCE is the more complete system, built for mid-market and enterprise teams worldwide.