Riff Analytics vs XFunnel in 2026: $49/mo self-serve monitor vs enterprise analyst-supported platform
Riff Analytics is a credit-card self-serve monitor across 7 models. XFunnel is a custom-priced enterprise platform with analyst support and an experiment framework across 8 platforms.
Riff Analytics
XFunnel- Riff Analytics tracks 7 models including DeepSeek and Llama at $49/month on Starter with self-serve signup. XFunnel tracks 8 AI platforms including Grok and Google AI Mode on custom enterprise pricing with no self-serve option.
- XFunnel pairs the platform with dedicated analyst support and a strategy assessment layer. Riff Analytics is a self-serve monitoring tool with no consultation or strategic guidance included.
- XFunnel includes an experiment framework that lets teams test content and optimization changes, then measure whether those changes improve AI visibility outcomes. Riff Analytics does not include an experiment framework.
- XFunnel offers a free one-time AI visibility audit as the entry point. Riff Analytics has no free tier; entry starts at $49/month. For evaluation, XFunnel gives you a no-cost baseline snapshot; Riff Analytics requires a paid plan to see any data.
- Neither Riff Analytics nor XFunnel offers API access on any plan. Both are closed systems at the data delivery layer. Teams that need programmatic data access will need a third platform.
- Riff Analytics includes an AI readiness audit that runs against your domain before monitoring starts. XFunnel positions its strategy assessment as a human-led equivalent. The delivery model differs but the goal is similar: baseline before ongoing tracking.
How do Riff Analytics and XFunnel compare for teams that need Generative Engine Optimization (GEO) data and advice, and which is the better fit for an in-house brand team versus an enterprise marketing department? Riff Analytics tracks brand mentions across 7 large language models (LLMs), including Grok, DeepSeek, and Llama, and starts at $49/month with self-serve signup. XFunnel tracks 8 AI platforms including Grok and Google AI Mode, pairs the platform with dedicated analyst support, and operates on custom enterprise pricing with a free one-time audit as the only publicly accessible entry point. Neither offers API access on any plan. Riff Analytics wins on price, accessibility, and model breadth for non-enterprise teams. XFunnel wins on platform coverage, analyst guidance, and the experiment framework for enterprise brands. The right pick depends on whether you want a self-serve monitor or an enterprise engagement.
The tools at a glance
Riff Analytics
AI brand visibility tracking across 7 LLM engines with citation source analysis, sentiment monitoring, and competitor benchmarking
Riff Analytics monitors brand mentions across 7 large language models: ChatGPT, Perplexity, Claude, Gemini, Grok, DeepSeek, and Llama. The platform logs citation source URLs and domains, runs an AI readiness audit before monitoring starts, and tracks competitor benchmarking across the same prompt set.
Pricing is $49/month on Starter and $199/month on Pro, with public tier differentiation limited in documentation. Signup is self-serve: no sales call, no custom contract, no demo required. The platform is positioned as an in-house monitoring tool only.
There is no API on any plan, no white-label delivery, and no client portal. Teams that need analyst support, an experiment framework, or enterprise-grade procurement should look elsewhere. Riff Analytics is the right fit for teams that want measurement data at the lowest price with the widest model set.
| Feature | Starter $49/mo | Pro $199/mo |
|---|---|---|
| AI models tracked | 7 | 7 |
| Citation source tracking | ✓ | ✓ |
| Competitor benchmarking | ✓ | ✓ |
| AI readiness audit | ✓ | ✓ |
| API access | ✗ | ✗ |
| White-label delivery | ✗ | ✗ |
| Looker Studio connector | ✗ | ✗ |
XFunnel
Track and optimize your brand presence across ChatGPT, Gemini, Perplexity, Claude, and Grok
XFunnel monitors brand mentions and appearances across 8 AI platforms: ChatGPT, Google Gemini, Google AI Overviews, Google AI Mode, Claude, Perplexity, Microsoft Copilot, and Grok. Coverage breadth is the headline feature and is among the widest in the AI visibility category.
Beyond the platform, XFunnel pairs customers with dedicated analyst support. The strategy assessment layer helps interpret findings and guide optimization experiments, which is genuinely useful for enterprise teams that lack in-house GEO expertise. The experiment framework lets teams test content and optimization changes and measure the impact on AI visibility.
Pricing is custom and enterprise-only. The only publicly accessible entry point is a free one-time AI visibility audit. There is no API access, no white-label delivery, and no self-serve signup. XFunnel is built for large brands with the budget and procurement process to support a sales-led engagement.
| Feature | Free Audit $0 one-time | Enterprise Custom pricing |
|---|---|---|
| AI platforms tracked | 8 | 8 |
| Query research | ✗ | ✓ |
| Experiment framework | ✗ | ✓ |
| Analyst support | ✗ | ✓ |
| API access | ✗ | ✗ |
| White-label reports | ✗ | ✗ |
Head-to-head feature comparison
| Feature | Riff Analytics | XFunnel |
|---|---|---|
| AI engines tracked | ChatGPT, Perplexity, Claude, Gemini, Grok, DeepSeek, Llama | ChatGPT, Google Gemini, Google AI Overviews, Google AI Mode, Claude, Perplexity, Copilot, Grok |
| Competitive share-of-voice | Yes | Yes |
| Prompt-level citation data | Yes (citation source URLs and domains) | Yes |
| Answer / content gap analysis | Limited (AI readiness audit only) | Yes (content appearance analysis) |
| Category intelligence | No | No |
| AEO content generation | No | No |
| Crawler / AI bot log access | No | No |
| Page content audits | No | No |
| API access | No | No |
| Looker Studio / BI connector | No | No |
| White-label delivery | No | No |
| Pay-per-prompt pricing | No | No |
| Agency multi-brand support | No | No |
| Starting price | $49/mo | Custom (free one-time audit available) |
Considering AI Peekaboo alongside Riff Analytics and XFunnel?
Riff Analytics has no API access on any plan, and XFunnel is enterprise-only with custom contracts and no self-serve signup. AI Peekaboo is the best self-serve AEO monitoring tool with read and write API plus white-label delivery on every plan from $50/month Starter, no demo call required. For agencies and brand teams that need programmatic data access and branded client reports without enterprise pricing, AI Peekaboo is the right alternative.
Read the AI Peekaboo review →Which should you choose?
Riff AnalyticsXFunnelXFunnelRiff AnalyticsXFunnelRiff AnalyticsXFunnelRiff Analytics and XFunnel sit at opposite ends of the AI visibility buying spectrum. Riff Analytics is self-serve, cheap, and gives you the widest in-class model set without analyst support. XFunnel is enterprise, custom-priced, and gives you broader platform coverage plus human guidance. The defining choice is whether your GEO programme runs on a credit card or through a procurement process.
Bottom line
If you are an in-house team that wants the cheapest wide monitor with self-serve signup, Riff Analytics at $49/month is the right pick. If you are an enterprise brand with budget for analyst support, an experiment framework, and the deepest platform coverage, XFunnel is the right pick. The defining choice is self-serve monitor versus enterprise engagement.
Frequently asked questions
Which has wider AI model coverage, Riff Analytics or XFunnel?
XFunnel tracks 8 AI platforms (ChatGPT, Gemini, Google AI Overviews, Google AI Mode, Claude, Perplexity, Copilot, Grok). Riff Analytics tracks 7 models (ChatGPT, Perplexity, Claude, Gemini, Grok, DeepSeek, Llama). XFunnel wins on count and includes Google AI Mode and Copilot; Riff Analytics is the only one here with DeepSeek and Llama.
How much does XFunnel cost compared to Riff Analytics?
Riff Analytics starts at $49/month on Starter with self-serve signup. XFunnel operates on custom enterprise pricing with no public price and no self-serve signup. The only publicly accessible entry point is a free one-time AI visibility audit. Expect XFunnel pricing to be substantially higher than $49/month based on enterprise positioning.
Does XFunnel include analyst support?
Yes. XFunnel pairs the platform with dedicated analyst support on enterprise contracts, including a strategy assessment to baseline visibility posture and ongoing guidance on optimization experiments. Riff Analytics is self-serve only with no consultation included.
Do Riff Analytics or XFunnel offer API access?
Neither tool offers API access on any plan. Both are closed systems at the data delivery layer. If you need programmatic access to GEO data, you will need a third platform with API support.
Which tool is better for Generative Engine Optimization (GEO) experiment testing?
XFunnel is the better GEO experiment testing tool, because it includes a built-in experiment framework for testing content and optimization changes and measuring their impact. Riff Analytics does not include an experiment framework.
Can smaller teams or freelancers use XFunnel?
XFunnel is positioned for enterprise brands with custom pricing and sales-led procurement. The free one-time audit is the only publicly accessible entry point. Smaller teams and freelancers will find Riff Analytics at $49/month a more practical fit.