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AI app

Riff Analytics

Tracks how often a brand is mentioned and cited in AI engines such as ChatGPT, Perplexity, Claude and Google AI, with citation gap and competitor analysis.

  • AI Visibility
  • Paid
  • Free trial

Listing data refreshed Built from public product pages and documentation. SourcesClaim this listing

ecommerceguide summary

Riff Analytics tracks how often a brand is mentioned and cited in AI engine answers, covering ChatGPT, Google AI Mode, Perplexity, Claude, Gemini, Grok, DeepSeek and Llama. It monitors citation sources to show where engines find content, audits a website for AI readiness issues, charts mention trends over time, analyses how engines position the brand, and benchmarks results against competitors. Subscription plans bill monthly or annually, with annual saving 10%.

Why it stands out

Covers eight named AI engines, including Llama and DeepSeek, alongside a site audit of AI readiness.

What Riff Analytics does

ecommerceguide editorial
  • Tracks brand mentions across ChatGPT, Perplexity, Claude, Gemini, Grok, DeepSeek
  • Identifies top-cited sources and citation gaps in AI answers
  • Audits site content for AI readiness and crawl visibility
  • Benchmarks brand answer share against named competitors
  • Starter plan includes a 7-day free trial; Pro has none
  • Annual billing is charged upfront and saves 10%

Capabilities named on the vendor's page

  • Citation tracking
  • Competitor benchmarking
  • Share of voice

How ecommerce teams could use it

ecommerceguide editorial

Illustrative scenarios written by ecommerceguide from the product's documented capabilities. They are not customer case studies.

  1. DTC skincare brand with an in-house content team

    Category research is moving to AI assistants, and the team wants to know which prompts return the brand and which return rivals

    Intended outcomeRiff reports mention trends per engine and shows the sources AI answers cite, with competitor benchmarking on the same prompts

  2. Home goods retailer working with an SEO agency

    The agency needs to explain why competitors appear in AI answers for category queries

    Intended outcomeRiff's citation source tracking and competitor benchmarking identify the cited pages and the gaps to close

  3. Brand marketing team reviewing its website content

    Pages may not be readable or usable by AI engines during crawling

    Intended outcomeThe AI readiness audit scans the site and reports optimisation issues engines encounter

Who it suits

ecommerceguide editorial

Best for

You want ongoing monitoring of brand mentions and citations across several AI engines, with competitor benchmarking and a site readiness audit.

Probably not for

You need a free plan, ecommerce platform integrations or traditional technical SEO tooling, since Riff covers AI answer visibility only.

Business size
Any stageSelf-serve plans with a 7-day trial on Starter and no stated revenue or team requirements.
Vendor targets
Agencies, Dtc brands, Enterprise, Retailers, Shopify merchantsAs stated on the vendor's product page.

Riff Analytics pricing

From the vendor

As published by the vendor. Prices change, so confirm on the vendor's site before buying.

Model
Paid
Starting price
$49
Try before buying
Free trial

Works with

AI engines tracked

  • CHChatGPT
  • Claude logoClaude
  • Gemini logoGemini
  • Perplexity logoPerplexity

Answer engines the vendor's product page says it monitors.

Categories and use cases

Sources

ecommerceguide profiles are built from public product information and written for ecommerce teams. We do not test products, and paying never changes where a listing ranks.

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