Riff Analytics measures how often a brand gets cited inside AI-generated answers from ChatGPT, Perplexity, Gemini, and similar engines, then pinpoints why competitors win the citations you don't. Built for SEO leads and content marketers reallocating budget from traditional search to generative engines, it tracks prompt-level answer share, flags citation gaps, and ties visibility changes to specific source pages. Pricing starts at $49/month, targeting mid-market brands building LLM visibility programs.
> pick this if
Pick this if you're a mid-market SEO or content lead who needs prompt-level citation tracking across ChatGPT, Perplexity, and Gemini to justify reallocating budget from traditional SERP work to generative engine optimization.
> look elsewhere if
Look elsewhere if you need enterprise-grade prompt volumes, programmatic API/MCP access, or a full technical SEO suite — Riff is a focused LLM visibility tracker, not a replacement for Ahrefs, Semrush, or Profound-tier enterprise platforms.
> what it does for ecommerce
- Tracks brand citation share across ChatGPT, Perplexity, and Gemini answers
- Identifies which competitors get cited for your target prompts
- Surfaces content gaps causing missed mentions in AI responses
- Monitors prompt-level visibility trends week over week
- Exports citation data for SEO and content team workflows
> how you'd use it
- DTC skincare brand, $8M GMV, 2-person SEO/content teamOrganic traffic is flattening as category shoppers shift research to ChatGPT and Perplexity; the team uses Riff to track which of 200 buying-intent prompts actually cite the brand versus Sephora, Reddit threads, and three competitor DTCs→ Within a quarter, rewrites the 15 source pages that competitors win citations from and lifts prompt-level citation share from 8% to 27% on priority queries
- B2B SaaS commerce platform, $30M ARR, 4-person content marketing teamContent lead needs to justify shifting 30% of SEO budget toward LLM visibility and plugs Riff into weekly reporting to show answer-share movement on 500 evaluation prompts across ChatGPT and Gemini→ Gives the CMO a defensible weekly dashboard tying specific blog and comparison page updates to citation gains, replacing anecdotal 'we got mentioned' screenshots
- Mid-market home goods retailer, $45M GMV, agency-supported SEO functionAgency runs Riff on behalf of the brand to audit why three competitors dominate 'best [category] for [use case]' answers in Perplexity, exporting citation gap data into their content brief workflow→ Produces a prioritized 40-page content remediation backlog with named competitor URLs to displace, instead of generic keyword lists