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.
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%
How ecommerce teams could use it
ecommerceguide editorialIllustrative scenarios written by ecommerceguide from the product's documented capabilities. They are not customer case studies.
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
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
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 editorialBest 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 vendorAs 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
Gemini
Perplexity
Answer engines the vendor's product page says it monitors.
Categories and use cases
Alternatives to Riff Analytics
Listings that share this one's category, platforms or use cases. Ordered by how many relationships they share, not by quality or payment.
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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