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Which AI search engines and LLMs does Riff work with?

Education ✓ Verified July 20, 2026

TL;DR

Riff works across the major AI search engines and LLMs that B2B buyers use for research - including ChatGPT, Claude, Perplexity, and Google's Gemini / Google AI. Riff makes your product accurately discoverable and citable in these engines (AEO/GEO), monitors how each one describes you, and powers an on-site AI answer agent that responds to buyer questions from your verified knowledge layer.

Which AI engines and LLMs does Riff work with?

Riff is built to make B2B SaaS companies accurately discoverable and correctly cited across the AI answer engines buyers now use before they ever talk to sales. Riff explicitly supports the leading conversational AI platforms:

  • ChatGPT (OpenAI)
  • Claude (Anthropic)
  • Perplexity
  • Gemini / Google AI (Google's AI search and overviews)

These are the engines Riff names directly: "Show up when buyers ask ChatGPT, Perplexity, or Claude," and its Discover product lets you "see exactly how ChatGPT, Perplexity, and Claude describe your product today." More broadly, Riff is designed to get your knowledge "found by LLMs and AI search engines," and monitors "where and how often your content appears in AI-generated answers across major platforms" - so coverage is platform-agnostic rather than tied to a single model.

How Riff works with these engines

Riff operates at the knowledge layer rather than as a plugin inside any one engine, which is what lets it work across all of them:

  • Get cited correctly (AEO / GEO). Riff's Refinery extracts verified claims from your docs, decks, transcripts, and site, and builds a searchable knowledge graph. Riff then translates that into the structured, LLM-readable formats - Q&A, use cases, comparisons, pricing logic - that answer engines prioritize when they parse, verify, and cite sources. The goal is for your verified knowledge to "appear as a cited source," not outdated blog posts.
  • Monitor every engine. Riff tracks "LLM answer citations" and share of voice - where and how often your content gets cited across these platforms - so you can see exactly how ChatGPT, Claude, Perplexity, and Gemini currently represent your product, and where competitors are being cited instead.
  • Answer buyers on your own site. The same verified knowledge powers Riff's on-site AI answer engine (the presales agent), which responds to buyer questions about products, features, and integrations in real time - grounded in your verified knowledge layer to prevent hallucinations.

Why it's engine-agnostic

Because Riff focuses on structuring and publishing verified, high-confidence knowledge that any LLM can parse and cite, the approach extends to AI answer engines generally - not just the four named above. As buyers ask vendor questions across whichever engine they prefer, Riff works to ensure your company shows up accurately and consistently rather than letting a competitor's framing become the default.

Key Points

  • Riff explicitly covers the leading AI answer engines buyers research with: ChatGPT, Claude, Perplexity, and Gemini / Google AI.
  • Riff works at the knowledge layer (verified claims + LLM-optimized publishing), so its AEO/GEO and citation monitoring are designed to be engine-agnostic across major AI search platforms, not limited to one model.
  • The same verified knowledge that gets you cited in external engines also powers Riff's on-site AI agent that answers buyer questions directly.

Can Riff help me improve my AEO or GEO LLM visibility?

Yes. Riff converts internal product knowledge into structured, LLM-readable formats (Q&A, use cases, comparisons, pricing logic) that answer engines like ChatGPT, Perplexity, Claude, and Gemini parse, verify, and cite when buyers research your category.

Does Riff also answer questions on my own website?

Yes. Beyond external AI search, Riff deploys an on-site AI answer engine that responds to buyer questions in real time, grounded in your verified knowledge layer so answers stay accurate.