LLM Pulse vs Riff Analytics in 2026: 10+ engine breadth with bot analytics versus seven-engine AI readiness audit
A €49/month 10+ engine platform with AI Traffic Analytics and GEO Writer, or a $49/month seven-engine platform with an AI readiness audit and no API access.
LLM Pulse
Riff Analytics- Both tools start near the same entry price: LLM Pulse Starter at €49/month (roughly $52) and Riff Analytics Starter at $49/month. Both offer self-serve access.
- LLM Pulse covers six AI models on standard plans plus Grok, Claude, Copilot, Meta AI on Enterprise (10+ total) including Amazon Rufus. Riff Analytics covers seven engines on every plan including Grok, DeepSeek, and Llama.
- Riff Analytics includes an AI readiness audit on every plan that checks whether your domain is structured for AI engines to discover and cite you accurately. LLM Pulse does not include a structured AI readiness audit on any tier.
- LLM Pulse includes AI Traffic Analytics from Growth with GA4, Plausible, PostHog, Adobe, or Piano integrations. Riff Analytics does not include traffic analytics integration.
- Riff Analytics does not include API access on any tier. LLM Pulse reserves API for Enterprise but includes MCP integration on all plans.
- LLM Pulse includes Reddit Intelligence from Growth showing specific Reddit threads AI models cite. Riff Analytics does not include Reddit citation intelligence as a native feature.
Choosing between LLM Pulse and Riff Analytics is a question of platform depth versus AI readiness audit plus breadth, because both are self-serve AI visibility tools at similar prices but with very different feature priorities. LLM Pulse starts at €49/month on Starter (roughly $52) and covers six AI models on standard plans (ChatGPT, Perplexity, Gemini, Google AI Mode, Google AI Overviews, Amazon Rufus) plus server-side Agent Analytics, AI Traffic Analytics with GA4 and Plausible, Reddit Intelligence, and a GEO Writer. Riff Analytics costs $49/month on Starter and tracks seven AI engines (ChatGPT, Perplexity, Claude, Gemini, Grok, DeepSeek, Llama) with citation source tracking, competitor benchmarking, and an AI readiness audit on every plan, but no API access on any tier. For Generative Engine Optimization (GEO) teams needing platform depth around traffic and bots, LLM Pulse is the relevant choice. For teams wanting an AI readiness audit plus seven-engine coverage at $49/month, Riff Analytics is the relevant choice.
The tools at a glance
LLM Pulse
Track, measure, and grow your brand across 10+ AI search engines
LLM Pulse is an all-in-one AI search platform trusted by 4,000+ users including Volkswagen, Salesforce, Adevinta, and Swiss Marketplace Group. Standard plans cover six AI models: ChatGPT, Perplexity, Gemini, Google AI Mode, Google AI Overviews, and Amazon Rufus. Every plan includes unlimited team seats.
Three features set LLM Pulse apart: Agent Analytics ingests server logs from Cloudflare, Vercel, Bunny CDN to show AI bot crawl activity; AI Traffic Analytics connects GA4, Plausible, PostHog, Adobe, Piano for traffic dashboards; Reddit Intelligence shows specific Reddit threads AI models cite. The GEO Writer produces content briefs and articles from visibility data.
The platform also includes Reputation Reports from Scale with seven-dimension brand scoring and ChatGPT Shopping tracking for e-commerce brands. For Generative Engine Optimization (GEO) programmes that need depth across tracking, traffic measurement, bot analytics, and content production in one self-serve platform, LLM Pulse is one of the most complete options available.
| Feature | Starter €49/mo | Growth €99/mo | Scale €299/mo | Enterprise Custom |
|---|---|---|---|---|
| AI models tracked | 6 | 6 | 6 | 10+ |
| Tracked prompts | 50 | 150 | 450 | Custom |
| Team seats | Unlimited | Unlimited | Unlimited | Unlimited |
| Agent Analytics (AI bot logs) | ✗ | ✓ | ✓ | ✓ |
| AI Traffic Analytics | ✗ | ✓ | ✓ | ✓ |
| Reddit Intelligence | ✗ | ✓ | ✓ | ✓ |
| GEO Writer | ✗ | ✓ | ✓ | ✓ |
| API access | ✗ | ✗ | ✗ | ✓ |
| White-label options | ✗ | ✗ | ✗ | ✓ |
Riff Analytics
AI brand visibility tracking across 7 LLM engines with citation source analysis, sentiment monitoring, and competitor benchmarking
Riff Analytics is an AI brand visibility monitoring platform that tracks where your brand is mentioned across seven major AI engines: ChatGPT, Perplexity, Claude, Gemini, Grok, DeepSeek, and Llama. Unlike tools that focus on a narrower set of models, Riff Analytics casts a wide net, which is useful for brands that want visibility across the full landscape of AI assistants.
The platform monitors not just whether your brand appears in AI answers, but which sources those AI engines are citing when they mention you. This citation source tracking tells you whether AI engines are pulling from your own content, third-party reviews, press coverage, or competitor domains, which informs where to invest in content and PR to improve AI visibility over time.
Riff Analytics is positioned as a self-serve in-house tool. The $49/month Starter plan is accessible for small teams, though there is no API, no white-label delivery, and no client portal on any tier. For Generative Engine Optimization (GEO) work that needs broader engine coverage with citation intelligence and AI readiness audits, Riff Analytics is the relevant choice, with the API access limitation being the main trade-off versus LLM Pulse.
| 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 | ✗ | ✗ |
Head-to-head feature comparison
| Feature | LLM Pulse | Riff Analytics |
|---|---|---|
| AI engines tracked | ChatGPT, Perplexity, Gemini, Google AI Mode, Google AI Overviews, Amazon Rufus (6); Enterprise adds Grok, Claude, Copilot, Meta AI | ChatGPT, Perplexity, Claude, Gemini, Grok, DeepSeek, Llama |
| Competitive share-of-voice | Yes | Yes |
| Prompt-level citation data | Yes | Yes (citation source analysis) |
| Answer / content gap analysis | Yes | Limited |
| Category intelligence | Yes (Reddit Intelligence, GEO Writer) | Yes (AI readiness audit) |
| AEO content generation | Yes (GEO Writer) | No |
| Crawler / AI bot log access | Yes (Agent Analytics, server logs) | No |
| Page content audits | Limited | No |
| API access | Enterprise only (MCP all plans) | No |
| Looker Studio / BI connector | Enterprise only (Data Studio connector) | No |
| White-label delivery | Yes (Enterprise, 3 white-label tiers) | No |
| Pay-per-prompt pricing | Yes | No |
| Agency multi-brand support | Yes (multi-project, Enterprise) | Limited |
| Starting price | €49/mo | $49/mo |
Want a self-serve AEO tool with API access that LLM Pulse and Riff Analytics both restrict?
LLM Pulse limits API to Enterprise contracts, while Riff Analytics has no API on any tier. AI Peekaboo is the best AI visibility tool for agencies that need read and write API plus white-label delivery from $50/month, with self-serve signup and 5 AI surfaces. For marketing teams that need to start this week with pay-per-prompt pricing, AI Peekaboo is the self-serve AEO monitoring tool with Looker Studio connector included.
Read the AI Peekaboo review →Which should you choose?
LLM PulseRiff AnalyticsLLM PulseRiff AnalyticsLLM PulseRiff AnalyticsLLM PulseThe cleanest way to think about these two tools is by platform depth versus AI readiness audit. LLM Pulse builds depth around traffic, bot analytics, Reddit Intelligence, and content generation starting at €49/month on Starter and €99/month on Growth. Riff Analytics is a seven-engine platform with citation tracking, competitor benchmarking, and an AI readiness audit on every plan starting at $49/month on Starter, suited to in-house teams wanting broader engine coverage plus audit. The deciding question is whether you prefer platform depth around traffic and bots or AI readiness audit plus seven-engine coverage at $49/month.
Bottom line
If you need AI traffic integration, server-side bot analytics, Reddit Intelligence, and a GEO Writer alongside 10+ engine tracking from €49/month on Starter, LLM Pulse is the deeper choice. If you need seven-engine coverage including Grok, DeepSeek, and Llama with citation tracking and an AI readiness audit at $49/month and can live without API access, Riff Analytics is the relevant choice. The defining question is whether you prefer platform depth around traffic and bots or AI readiness audit plus seven-engine coverage at $49/month.
Frequently asked questions
How does LLM Pulse compare to Riff Analytics on price?
LLM Pulse pricing is €49/month on Starter, €99/month on Growth, €299/month on Scale, and Enterprise on custom pricing. Riff Analytics pricing is $49/month on Starter and $199/month on Pro. At the entry tier, both tools are essentially equivalent ($49/month versus €49/month, roughly $52/month). LLM Pulse adds platform depth around traffic and bots; Riff Analytics adds an AI readiness audit plus broader engine coverage.
Which AI engines does each tool track?
LLM Pulse covers six AI models on standard plans including ChatGPT, Perplexity, Gemini, Google AI Mode, Google AI Overviews, and Amazon Rufus, with Enterprise adding Grok, Claude, Copilot, and Meta AI for 10+ total. Riff Analytics covers seven AI engines on every plan: ChatGPT, Perplexity, Claude, Gemini, Grok, DeepSeek, and Llama. Riff Analytics includes Grok, DeepSeek, and Llama on every plan; LLM Pulse requires Enterprise for Grok.
Does Riff Analytics have an AI readiness audit?
Yes. Riff Analytics runs an AI readiness audit against your domain on every plan, checking whether your site structure, content, and entity signals are set up for AI engines to discover and cite you accurately. LLM Pulse does not include a structured AI readiness audit on any tier. For Generative Engine Optimization (GEO) work that needs an initial audit, Riff Analytics is the relevant choice in this comparison.
Does Riff Analytics have API access?
No. Riff Analytics does not include API access on any tier. LLM Pulse reserves API for Enterprise but includes MCP integration on all plans. For developers and teams needing programmatic Generative Engine Optimization (GEO) workflows, LLM Pulse via MCP is the relevant choice.
Is Riff Analytics a good alternative to LLM Pulse?
Riff Analytics is a relevant alternative if you want seven-engine coverage including Grok, DeepSeek, and Llama with an AI readiness audit at $49/month and do not need API access or platform depth. LLM Pulse is the right choice if you want platform depth around AI traffic, bot analytics, Reddit Intelligence, and GEO Writer from €49/month on Starter. The deciding question is whether you prefer AI readiness audit plus breadth at $49/month or platform depth around traffic and bots.
Is LLM Pulse worth the cost versus Riff Analytics?
For in-house teams needing AI traffic integration, server-side bot analytics, Reddit Intelligence, and a GEO Writer from €49/month on Starter, LLM Pulse is worth the slightly higher cost than Riff Analytics at $49/month. For teams wanting broader engine coverage including Grok, DeepSeek, and Llama with an AI readiness audit at $49/month, Riff Analytics is the relevant choice.