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LLMrefs

Tracks brand visibility, rankings, share of voice and citations across AI search engines like ChatGPT, Perplexity and Google AI Overviews for chosen keywords.

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  • AI Visibility
  • Paid
  • Free trial

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

ecommerceguide summary

LLMrefs tracks brand visibility in AI search answers, covering ChatGPT, Google AI Overviews and AI Mode, Perplexity, Gemini, Claude, Grok, Copilot, Meta AI and DeepSeek. You import keyword lists and the platform generates fan-out prompts from real conversations, then reports rankings, share of voice, position and the source URLs cited. One plan costs $79 per month with a 7-day free trial, covering 500 prompts, unlimited projects and unlimited team members.

Why it stands out

Tracking is keyword-based: LLMrefs auto-generates fan-out prompts from real conversations and aggregates results per keyword.

What LLMrefs does

ecommerceguide editorial
  • Tracks keywords rather than hand-written prompts across generative answer engines
  • Share of voice and position metrics benchmarked against competitor brands
  • Citation tracking shows which source URLs AI answers pull from
  • Geo-targeting across 50+ countries and 20+ languages
  • Weekly automated visibility reports, CSV export and API access
  • One subscription covers unlimited projects, domains and team seats
  • Extra tools: AI crawlability checker, Reddit threads finder, LLMs.txt generator

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. Beauty brand marketing team running SEO in-house

    Tracking how often the brand appears in ChatGPT and Perplexity answers for product category keywords

    Intended outcomeReports rankings, share of voice and position per keyword, refreshed at least weekly in the dashboard

  2. Agency handling AI search for several retail clients

    Organising keyword sets by client and sharing dashboards with the wider team

    Intended outcomeOne subscription covers unlimited projects, domains and seats, with CSV export and API access for reporting

  3. Outdoor apparel retailer selling in several markets

    Comparing visibility for the same keywords in different countries and languages

    Intended outcomeFilters results by answer engine and country using geo-targeting across 50+ countries and 20+ languages

Who it suits

ecommerceguide editorial

Best for

You want keyword-level tracking of brand mentions, share of voice and citations across ChatGPT, AI Overviews, Perplexity, Gemini and Claude, at $79 per month.

Probably not for

You need traditional SEO features such as backlinks and technical audits, a free plan, or a direct ecommerce platform integration.

Business size
Any stageA single $79 per month plan described as for marketing teams, with unlimited projects and seats, suits brands and agencies of any size.
Vendor targets
Agencies, Enterprise, Small businessesAs stated on the vendor's product page.

LLMrefs pricing

From the vendor

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

Model
Paid
Starting price
$79
Try before buying
Free trial

Works with

AI engines tracked

  • AI Overviews logoAI Overviews
  • CHChatGPT
  • Claude logoClaude
  • Copilot logoCopilot
  • Gemini logoGemini
  • Perplexity logoPerplexity

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

Categories and use cases

Alternatives to LLMrefs

Listings that share this one's category, platforms or use cases. Ordered by how many relationships they share, not by quality or payment.

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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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