Riff Analytics vs Trakkr in 2026: 7-model depth vs free-tier entry with API access
Two AI visibility monitors aimed at in-house teams. Riff Analytics tracks 7 models without an API; Trakkr covers 4 models and ships an API on paid plans plus a free tier.
Riff Analytics
Trakkr- Riff Analytics tracks 7 models including Grok, DeepSeek, and Llama. Trakkr tracks 4 models (ChatGPT, Claude, Gemini, Perplexity) and does not currently cover Grok, DeepSeek, Copilot, or Google AI Mode. If your audience uses the models Trakkr misses, Riff Analytics is the only choice here.
- Trakkr has a free tier that requires no credit card. Riff Analytics does not have a free tier, and entry pricing starts at $49/month. Trakkr is the lower-friction way to validate AI visibility monitoring before paying.
- Trakkr includes API access from $100/month on the Growth plan. Riff Analytics has no API on any tier, including the $199/month Pro plan. If you need to pull visibility data into a BI tool, dashboard, or internal reporting system, Trakkr is the only option here.
- Both platforms offer citation source tracking, which logs the URLs that AI engines cite when they mention your brand. This is the most actionable shared feature and is present on both Starter tiers.
- Neither Riff Analytics nor Trakkr offers white-label delivery or guest client access links. Both are positioned as in-house tools. Agencies looking for client delivery workflows should look elsewhere.
- Riff Analytics includes an AI readiness audit that runs before monitoring starts. Trakkr does not include a comparable pre-monitoring audit. If you want a baseline assessment of your domain before tracking begins, Riff Analytics has the edge.
How do Riff Analytics and Trakkr compare for teams getting started with Generative Engine Optimization (GEO) monitoring, and which gives a better first 90 days of data? Riff Analytics tracks brand mentions across 7 large language models (LLMs), including Grok, DeepSeek, and Llama, and starts at $49/month with no API on any plan. Trakkr tracks 4 models (ChatGPT, Claude, Gemini, Perplexity), starts with a free tier that requires no credit card, and includes API access from the $100/month Growth plan. Both offer citation source tracking and competitor benchmarking, and neither offers white-label delivery. Riff Analytics wins on model breadth. Trakkr wins on accessibility, API access, and the ability to validate the platform on a free plan before paying. The right pick depends on whether you need Grok and DeepSeek coverage or a low-friction entry with the option to pipe data into your own tools.
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 is distributed across mainstream and emerging AI assistants.
Beyond mention tracking, the platform logs the URLs and domains AI engines cite when they mention your brand, so you can see whether AI models are pulling from your own content, from third-party reviews, or from competitor-adjacent pages. An AI readiness audit runs against your domain before monitoring starts, giving you a baseline view of how well your site is set up for AI discovery.
Pricing is $49/month on Starter and $199/month on Pro, but the public documentation does not clearly differentiate what Pro adds over Starter. There is no API on any tier and no white-label delivery, so this is an in-house monitoring tool, not an agency delivery platform.
| 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 | ✗ | ✗ |
Trakkr
Free-tier AI search monitoring across ChatGPT, Claude, Gemini, and Perplexity with citation source tracking
Trakkr is an AI search monitoring platform that tracks brand mentions across 4 core models: ChatGPT, Claude, Gemini, and Perplexity. The platform includes a free tier with no credit card required, which makes it one of the lowest-friction entry points to AI visibility monitoring on the market.
On paid plans, Trakkr includes API access from the $100/month Growth tier, citation source identification, and competitor share-of-voice tracking across the same query set. The free tier is functionally limited in query volume and monitoring frequency, but it lets you validate that the platform surfaces useful data before paying.
Trakkr is positioned for in-house teams and individual marketers. There is no white-label delivery on standard plans and no client portal, so it is not built for agencies. Paid tiers run $100/month Growth, $500/month Scale, and custom Enterprise, with white-label available on request for Enterprise customers only.
| Feature | Free Free | Growth $100/month | Scale $500/month | Enterprise Custom |
|---|---|---|---|---|
| AI models tracked | 4 | 4 | 4 | 4 |
| Monitoring frequency | Limited | Regular | Daily | Custom |
| Citation source tracking | ✓ | ✓ | ✓ | ✓ |
| Competitor tracking | 1 competitor | Up to 5 | Up to 20 | Custom |
| API access | ✗ | ✓ | ✓ | ✓ |
| White-label delivery | ✗ | ✗ | ✗ | On request |
| Email alerts | ✓ | ✓ | ✓ | ✓ |
Head-to-head feature comparison
| Feature | Riff Analytics | Trakkr |
|---|---|---|
| AI engines tracked | ChatGPT, Perplexity, Claude, Gemini, Grok, DeepSeek, Llama | ChatGPT, Claude, Gemini, Perplexity |
| Competitive share-of-voice | Yes | Yes |
| Prompt-level citation data | Yes (citation source URLs and domains) | Yes (citation source URL identification) |
| Answer / content gap analysis | Limited (AI readiness audit only) | No |
| Category intelligence | No | No |
| AEO content generation | No | No |
| Crawler / AI bot log access | No | No |
| Page content audits | No | No |
| API access | No | Yes (Growth $100/mo and above) |
| Looker Studio / BI connector | No | No |
| White-label delivery | No | Enterprise only (on request) |
| Pay-per-prompt pricing | No | No |
| Agency multi-brand support | No | No |
| Starting price | $49/mo | Free |
Want white-label delivery that Riff Analytics and Trakkr both lack?
Neither Riff Analytics nor Trakkr offers white-label on any tier, limiting both for agency use. AI Peekaboo is the best AI visibility tool for agencies that need white-label client reports plus read and write API from $50/month, with 5 AI surfaces and self-serve signup. For marketing teams that need to deliver branded client reports with multi-brand support, AI Peekaboo is the affordable AEO alternative with Looker Studio connector included.
Read the AI Peekaboo review →Which should you choose?
Riff AnalyticsTrakkrTrakkrRiff AnalyticsTrakkrRiff AnalyticsTrakkrRiff Analytics and Trakkr are both honest AI visibility monitors with similar feature lists, but the buying model and access pattern differ in ways that matter. Riff Analytics assumes you know you want monitoring and gives you the widest model coverage. Trakkr assumes you want to validate the category first and gives you a free tier plus API access once you upgrade. Neither tool is positioned for agencies; both are built for in-house teams.
Bottom line
If you need Grok, DeepSeek, or Llama coverage and do not need API access, Riff Analytics at $49/month is the right pick. If you want to validate AI visibility monitoring on a free tier before paying, or you need API access on a standard plan, Trakkr is the right pick. The defining choice is whether your GEO programme requires the widest model set or the most flexible buying model.
Frequently asked questions
Which tracks more AI models, Riff Analytics or Trakkr?
Riff Analytics tracks 7 models (ChatGPT, Perplexity, Claude, Gemini, Grok, DeepSeek, Llama). Trakkr tracks 4 models (ChatGPT, Claude, Gemini, Perplexity) on all tiers including the free plan. Riff Analytics wins on model breadth by 3 additional engines.
Does Riff Analytics or Trakkr have a free tier?
Only Trakkr has a free tier. It tracks brand mentions across 4 models with limited query volume and monitoring frequency, and requires no credit card to start. Riff Analytics has no free tier; the entry plan is $49/month on Starter.
Do Riff Analytics or Trakkr offer API access?
Only Trakkr offers API access on standard paid plans, starting at $100/month on the Growth tier. Riff Analytics has no API on any plan. If you need to pull visibility data into a Looker Studio connector, BI tool, or internal reporting system, Trakkr is the only option here.
Which tool is better for Generative Engine Optimization (GEO) baseline assessment?
Riff Analytics includes an AI readiness audit that runs against your domain before monitoring starts, giving you a baseline view of how well your site is set up for AI discovery. Trakkr does not include a comparable pre-monitoring audit, so Riff Analytics has the edge for teams that want to assess readiness first.
Can agencies use Riff Analytics or Trakkr for client reporting?
Neither tool supports agency client delivery natively. Both are positioned for in-house teams. Riff Analytics has no white-label delivery. Trakkr has no white-label delivery on standard plans and only offers it on request for Enterprise customers. Agencies should look at platforms built for multi-client delivery.
Which is the more accessible entry point for first-time AI visibility users?
Trakkr is the more accessible entry point. The free tier requires no credit card, gives you real data across 4 models, and lets you upgrade to paid tiers with API access once you see value. Riff Analytics requires a paid plan from day one at $49/month and assumes you already know monitoring is what you need.