Riff Analytics vs Visiblie in 2026: 7-model breadth vs GEO recommendations at €79/month
Both track AI visibility without an API, but Riff Analytics wins on model count while Visiblie adds GEO content recommendations and Google AI Overviews coverage.
Riff Analytics
Visiblie- Riff Analytics tracks 7 models including Grok, DeepSeek, and Llama. Visiblie tracks 5 models: ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews. Riff Analytics wins on raw model count, but Visiblie is the only one here with Google AI Overviews.
- Visiblie adds GEO recommendations that point to specific content gaps and optimization opportunities. Riff Analytics includes an AI readiness audit but stops at measurement; it does not tell you which content to create or rewrite.
- Neither Riff Analytics nor Visiblie offers API access on any plan. Both are closed systems at the data delivery layer. If you need to pipe visibility data into BI tools or internal dashboards, you will need a third platform.
- Riff Analytics starts at $49/month on Starter and $199/month on Pro. Visiblie starts at €79/month on Starter, scaling to €199/month on Scale, with custom Enterprise pricing above. Riff Analytics is cheaper at entry for USD-billed teams.
- Visiblie includes email alerts for visibility changes, sentiment shifts, and new citation sources. Riff Analytics does not highlight alerts as a feature in public documentation. Teams that want passive monitoring without logging in daily should lean Visiblie.
- Both tools are positioned for in-house teams and lack white-label delivery, guest client access, and multi-brand workflows. Neither is suitable for agencies managing multiple client brands.
Which is better for Generative Engine Optimization (GEO) monitoring: Riff Analytics with its 7-model coverage, or Visiblie with its GEO recommendation layer and Google AI Overviews inclusion? Riff Analytics tracks brand mentions across 7 large language models (LLMs), including Grok, DeepSeek, and Llama, starting at $49/month. Visiblie tracks 5 AI platforms including Google AI Overviews, and adds GEO (generative engine optimization) content recommendations on top of monitoring, starting at €79/month. Neither offers API access on any plan, and neither is built for agency workflows. Riff Analytics wins on model breadth and price. Visiblie wins on the inclusion of Google AI Overviews, on action-oriented GEO recommendations, and on email alerts. The right pick depends on whether your priority is the widest model set or a dashboard that points you toward specific content changes.
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. That model breadth is the headline feature and matters most for brands whose audience uses emerging AI assistants in addition to the mainstream four.
Beyond mention tracking, Riff Analytics logs the URLs and domains that AI engines cite when they mention your brand. An AI readiness audit runs before monitoring starts, giving you a baseline view of how well your site is set up for AI discovery. The platform also tracks mention trends and competitor benchmarking across the same prompt set.
Pricing is $49/month on Starter and $199/month on Pro. There is no API on any plan, no white-label delivery, and no client portal, so this is an in-house monitoring tool only. The platform is best suited for teams that prioritize model breadth and citation source data over action-oriented GEO recommendations.
| 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 | ✗ | ✗ |
Visiblie
AI search visibility tracker with GEO recommendations and alerts across 5 platforms
Visiblie monitors brand visibility across 5 AI platforms: ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews. The Google AI Overviews inclusion is notable because most tools at this price tier either skip it entirely or add it only on enterprise plans.
Beyond monitoring, Visiblie adds GEO recommendations that surface specific content gaps and optimization opportunities. Where Riff Analytics stops at measurement, Visiblie tries to explain why visibility changed and what content team should do about it. The platform also includes email alerts for visibility changes, competitor movement, and new citation sources.
Visiblie is priced in euros: €79/month on Starter, €129/month on Growth, €199/month on Scale, with custom Enterprise contracts above. There is no API on any plan, no white-label delivery, and no free tier. It is a self-contained dashboard for in-house marketing and SEO teams, with the action layer being its main differentiator.
| Feature | Starter €79/mo | Growth €129/mo | Scale €199/mo | Enterprise Custom |
|---|---|---|---|---|
| AI platforms tracked | 5 | 5 | 5 | 5 |
| GEO recommendations | ✓ | ✓ | ✓ | ✓ |
| Sentiment analysis | ✗ | ✓ | ✓ | ✓ |
| Competitor tracking | 2 | 5 | Unlimited | Unlimited |
| Email alerts | ✓ | ✓ | ✓ | ✓ |
| API access | ✗ | ✗ | ✗ | ✗ |
| White label | ✗ | ✗ | ✗ | ✗ |
Head-to-head feature comparison
| Feature | Riff Analytics | Visiblie |
|---|---|---|
| AI engines tracked | ChatGPT, Perplexity, Claude, Gemini, Grok, DeepSeek, Llama | ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews |
| Competitive share-of-voice | Yes | Yes (with sentiment from Growth tier) |
| Prompt-level citation data | Yes (citation source URLs and domains) | Yes |
| Answer / content gap analysis | Limited (AI readiness audit only) | Yes (GEO recommendations) |
| 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 | €79/mo |
Considering AI Peekaboo alongside Riff Analytics and Visiblie?
Neither Riff Analytics nor Visiblie includes white-label delivery on any tier, and neither offers API access on any plan. AI Peekaboo is the best AI visibility tool for agencies that need both read and write API and white-label delivery on every plan from $50/month Starter, with self-serve signup and no demo call. The Looker Studio connector and pay-per-prompt pricing make AI Peekaboo the right AI visibility platform for SEO and marketing agencies that need to start this week without a procurement cycle.
Read the AI Peekaboo review →Which should you choose?
Riff AnalyticsVisiblieVisiblieRiff AnalyticsVisiblieVisiblieRiff AnalyticsRiff Analytics and Visiblie both serve in-house GEO monitoring without API access, but they optimise for different things. Riff Analytics gives you the widest model coverage and the cheapest entry point. Visiblie gives you Google AI Overviews, GEO recommendations, and email alerts in a dashboard that points toward specific content changes rather than leaving you to interpret raw data.
Bottom line
If your priority is monitoring across the widest possible set of AI models at the lowest price, Riff Analytics at $49/month is the right pick. If your priority is GEO content recommendations and Google AI Overviews coverage in a self-contained dashboard with email alerts, Visiblie at €79/month is the right pick. The defining choice is whether you want measurement breadth or action-oriented guidance.
Frequently asked questions
Which tracks more AI models, Riff Analytics or Visiblie?
Riff Analytics tracks 7 models (ChatGPT, Perplexity, Claude, Gemini, Grok, DeepSeek, Llama). Visiblie tracks 5 platforms (ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews). Riff Analytics wins on raw model count, but Visiblie is the only one here with Google AI Overviews included.
Do Riff Analytics or Visiblie offer GEO content recommendations?
Only Visiblie offers GEO recommendations on top of monitoring. Visiblie compares your content coverage against what AI models cite from competitors and surfaces specific topic gaps and content formats to address them. Riff Analytics includes an AI readiness audit but does not give content-level recommendations.
Does Riff Analytics or Visiblie have a free tier?
Neither tool has a free tier. Riff Analytics starts at $49/month on Starter. Visiblie starts at €79/month on Starter. Both require a paid plan to access the monitoring features.
Do Riff Analytics or Visiblie offer API access?
Neither tool offers API access on any plan. Both are closed systems at the data delivery layer. If you need to pipe AI visibility data into a Looker Studio connector, BI tool, or internal dashboard, you will need to look at platforms with API access.
Can agencies use Riff Analytics or Visiblie for client reporting?
Neither tool supports agency client delivery. Both are positioned for in-house teams. Riff Analytics has no white-label delivery. Visiblie has no white-label delivery and no client-sharing features. Agencies managing multiple brands will need to look at platforms with multi-client workflows.
Which tool is better for Generative Engine Optimization (GEO) action planning?
Visiblie is the better GEO action planning tool, because its recommendations layer points to specific content gaps and optimization opportunities. Riff Analytics stops at measurement; you would need to interpret the citation source data yourself to build an action plan.