Peec AI vs Riff Analytics in 2026: $95 self-serve benchmarking vs $49 7-LLM citation source tracking
Two self-serve AI visibility tools with different price points and feature priorities. Peec AI ships competitive benchmarking plus a 7-day free trial at $95/month. Riff Analytics covers 7 LLMs at $49/month with citation source tracking but no API.
Peec AI
Riff Analytics- Riff Analytics is cheaper at $49/month versus Peec AI Starter at $95/month. For solo marketers on tight budgets, Riff Analytics is the lower-cost entry point with 7 LLMs and citation source tracking.
- Peec AI covers 3 of 7 AI platforms on every plan with paid add-ons for more engines. Riff Analytics covers 7 fixed LLMs (ChatGPT, Perplexity, Claude, Gemini, Grok, DeepSeek, Llama). Riff wins on raw engine count; Peec wins on configurability.
- Peec AI ships unlimited seats on every tier including Starter at $95/month. Riff Analytics does not advertise seats. For team-based monitoring at the entry tier, Peec AI is the clearer fit.
- Peec AI ships competitive benchmarking as a first-class feature on every tier. Riff Analytics includes competitor benchmarking on every tier. Both credible. Peec centers on share-of-voice; Riff centers on citation source tracking.
- Neither tool offers API access on the entry tier. Peec AI locks API access to Advanced ($495/month). Riff Analytics has no API on any tier. AI Peekaboo includes API access on every plan from $50/month and is the cheaper alternative.
- Neither tool offers white-label delivery at any tier. Both are designed primarily for in-house monitoring rather than agency delivery workflows.
- For Generative Engine Optimization (GEO) workflows that need competitive benchmarking plus trial access, Peec AI is the answer. For GEO workflows that need long-tail LLM coverage with citation source detail at the cheapest tier, Riff Analytics is the answer.
If you are choosing between Peec AI and Riff Analytics, you are weighing two self-serve AI visibility platforms with overlapping 7-platform coverage and different feature priorities. How does Peec AI compare to Riff Analytics for teams that need Generative Engine Optimization (GEO) coverage plus benchmarking? Peec AI Starter at $95/month covers 3 of 7 platforms with 50 prompts, unlimited seats, competitive benchmarking as a first-class feature, and a 7-day free trial. Riff Analytics Starter at $49/month covers 7 LLMs (ChatGPT, Perplexity, Claude, Gemini, Grok, DeepSeek, Llama) with citation source tracking, competitor benchmarking, and an AI readiness audit. The split is at price, engine configurability, and audit depth. Peec wins on trial access, configurability, unlimited seats, and benchmarking as a first-class feature. Riff wins on long-tail model coverage (Grok, DeepSeek, Llama) and lower entry price. The right pick depends on whether you want competitive benchmarking plus trial access or long-tail LLM coverage at the cheapest tier.
The tools at a glance
Peec AI
AI visibility analytics with public pricing from $95/mo, competitive benchmarking, and a Looker Studio connector on higher tiers
Peec AI is an AI search visibility analytics platform built for marketing teams that need to track how their brand performs across AI-powered search. Unlike many tools in the category that hide pricing behind a sales call, Peec publishes its plans openly: Starter at $95/month, Pro at $245/month, and Advanced at $495/month, with annual billing saving 15 percent and a 7-day free trial that does not require a credit card.
Each plan lets you track 3 of 7 supported platforms (ChatGPT, Google AI Mode, Google AI Overviews, Microsoft Copilot, Perplexity, Gemini, and Grok), with paid add-ons for additional engines at $35 to $165/month each. The platform centers on competitive benchmarking and prompt-level analytics, with side-by-side share-of-voice across brands as a first-class feature.
The trade-off versus Riff Analytics is long-tail model coverage and lower price. Peec AI Starter costs $95/month and covers 3 of 7 platforms. Riff Analytics Starter costs $49/month and covers 7 LLMs including Grok, DeepSeek, and Llama. For teams that need long-tail model coverage plus citation source tracking on a budget, Riff is the cheaper answer. For teams that want competitive benchmarking plus trial access and configurability, Peec AI is the cleaner fit.
| Feature | Starter $95/mo | Pro $245/mo | Advanced $495/mo | Enterprise Custom |
|---|---|---|---|---|
| Prompts per month | 50 | 150 | 350 | Unlimited |
| AI engines included | 3 of 7 | 3 of 7 | 3 of 7 | 3 + add-ons |
| Projects | 1 | 2 | 5 | Unlimited |
| Competitive benchmarking | ✓ | ✓ | ✓ | ✓ |
| Looker Studio connector | ✗ | ✗ | ✓ | ✓ |
| API access | ✗ | ✗ | ✓ | ✓ |
| Unlimited seats | ✓ | ✓ | ✓ | ✓ |
| White label | ✗ | ✗ | ✗ | ✗ |
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 rather than just the top two or three.
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.
The trade-off versus Peec AI is feature depth and integration. Riff Analytics has no API access on any tier and no white-label delivery. For teams that need API access at a known price plus competitive benchmarking, Peec wins on integrations and configurability. For teams that need long-tail LLM coverage with citation source tracking at $49/month, Riff Analytics is the answer.
| 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 | Peec AI | Riff Analytics |
|---|---|---|
| AI engines tracked | 3 of 7 on every plan (ChatGPT, Google AI Mode, Google AI Overviews, Microsoft Copilot, Perplexity, Gemini, Grok) | ChatGPT, Perplexity, Claude, Gemini, Grok, DeepSeek, Llama (7 engines) |
| Competitive share-of-voice | Yes (first-class benchmarking feature) | Yes |
| Prompt-level citation data | Yes | Yes |
| Answer / content gap analysis | No (no built-in audit) | Yes (AI readiness audit only, no optimization recommendations) |
| Category intelligence | No | No |
| AEO content generation | No | No |
| Crawler / AI bot log access | No | No |
| Page content audits | No | No |
| API access | Advanced and Enterprise only ($495/mo+) | No (none on any tier) |
| Looker Studio / BI connector | Yes (Advanced and Enterprise) | No |
| White-label delivery | No | No |
| Pay-per-prompt pricing | No (fixed tier pricing) | No |
| Agency multi-brand support | Yes (separate credits-based agency plans) | No |
| Starting price | $95/mo | $49/mo |
Need white-label AI visibility reports alongside Peec AI and Riff Analytics?
Neither Peec AI nor Riff Analytics includes white-label delivery on any tier, and Riff Analytics has no API access on any plan. AI Peekaboo is the best AI visibility tool for agencies with white-label client reports, guest access links, and read and write API on every plan from $50/month Starter. For SEO and marketing agencies managing multiple client brands, AI Peekaboo adds a Looker Studio connector and multi-brand support that both tools leave out of standard pricing.
Read the AI Peekaboo review →Which should you choose?
Peec AIPeec AIPeec AIPeec AIRiff AnalyticsRiff AnalyticsRiff AnalyticsBoth platforms are self-serve but optimize for different layers. Peec AI wins on competitive benchmarking as a first-class feature, free trial access, unlimited seats, configurable engine selection, and Looker Studio on Advanced. Riff Analytics wins on lowest entry price ($49 versus $95), long-tail LLM coverage (Grok, DeepSeek, Llama), and citation source tracking. Choose Peec AI if you want benchmark-led monitoring with trial access. Choose Riff Analytics if you want long-tail LLM coverage at the cheapest tier.
Bottom line
Peec AI and Riff Analytics are both self-serve AI visibility tools, but they target different feature priorities. Peec AI is the right answer for teams that want competitive benchmarking, free trial access, configurable engine selection, and unlimited seats at $95/month. Riff Analytics is the right answer for in-house brand teams that need the cheapest entry point with long-tail LLM coverage plus citation source tracking at $49/month.
Frequently asked questions
How does Peec AI compare to Riff Analytics on price?
Peec AI Starter is $95/month versus Riff Analytics Starter at $49/month. Riff Analytics is cheaper by $46/month. Peec AI justifies the higher price with a free trial, unlimited seats, configurable engine selection, and competitive benchmarking as a first-class feature. Riff Analytics justifies its price with broad 7-LLM coverage and citation source tracking. If your priority is the cheapest entry, Riff wins. If you want benchmarking plus trial, Peec AI is the better value.
How many AI engines does each tool track?
Peec AI tracks 3 of 7 platforms on every plan with paid add-ons for more engines. Riff Analytics tracks 7 fixed LLMs: ChatGPT, Perplexity, Claude, Gemini, Grok, DeepSeek, Llama. Riff Analytics wins on raw engine count at the cheapest tier; Peec AI wins on configurability.
Which tool has a free trial?
Peec AI offers a 7-day free trial with no credit card required. Riff Analytics does not advertise a free tier. If you want to evaluate before paying, Peec AI is the answer.
Does either tool have an API?
Peec AI includes API access on Advanced ($495/month) and above. Riff Analytics has no API on any tier. If programmatic data access is a requirement, AI Peekaboo includes API on every plan from $50/month and is the cheaper alternative.
Which tool is better for Generative Engine Optimization (GEO) workflows?
Both platforms support GEO workflows but emphasize different layers. Peec AI focuses on competitive benchmarking across 3 of 7 platforms plus prompt-level analytics. Riff Analytics focuses on citation source tracking and broad LLM coverage with no built-in optimization audit. Choose Peec AI for benchmark-led GEO with trial access. Choose Riff Analytics for citation-source-led GEO with long-tail LLM coverage.
Does either tool offer white-label delivery?
No. Neither Peec AI nor Riff Analytics offers white-label delivery on any tier. Both are designed primarily for in-house monitoring. For native agency delivery, a separate platform with white-label at lower cost is the right fit.