# Meltwater GenAI Lens — AI visibility tracking module inside Meltwater's media intelligence platform. > Source: CitedIndex — https://citedindex.com/meltwater-genai-lens (structured, researched, re-verified) > Facts last verified: 2026-09-18 GenAI Lens is Meltwater's AI visibility tracking module for PR and communications teams, built on prompts run against large language models. It is sold inside Meltwater's wider media-intelligence platform rather than as a standalone tool. | Fact | Value | | --- | --- | | Website | https://www.meltwater.com/en/capabilities/ai-visibility-tracking | | Price | Meltwater uses tailored pricing rather than a one-size-fits-all list. Your quote is customized to your goals, the modules you choose, and the scale of your program. | | Free tier | No | No free plan and no self-serve trial. The only no-cost option is a human-guided demo requested through sales; most contracts run on a 12-month minimum term. ## What it does **Monitors AI answers** · Yes — Core purpose: custom prompts are run against multiple assistants and the returned responses are stored and analysed for brand presence. > GenAI Lens (GAIL) is Meltwater's LLM monitoring solution that tracks how your brand appears across major AI platforms like ChatGPT, Gemini, Perplexity, and Claude. > — https://www.meltwater.com/en/capabilities/ai-visibility-tracking · AI visibility tracking FAQs, 'What is Meltwater´s GenAI Lens and how does it work?' **Optimises your content** · Partly — Recommendations are pitched at topic, source and earned-media level; no page-by-page audit of your own URLs is documented on any product page. > You can identify missing topics that AI isn’t associating with your brand, optimize content to increase AI pickup, and refine your earned media strategy to influence future outputs. > — https://www.meltwater.com/en/products/genai-lens · 'From AI brand monitoring to GEO strategy' accordion panel **Generates content** · Partly — It writes stakeholder-facing summaries and a weekly action plan from its own data, not publishable brand or marketing copy. > Transform raw LLM outputs into competitive strategy with Share of Model benchmarking, sentiment tagging, global geography selections, and AI-generated summaries for stakeholders. > — https://www.meltwater.com/en/capabilities/ai-visibility-tracking · 'Actionable intelligence. Enterprise scale.' accordion, Competitive Analytics item **Publishes to your site** · No — The only outbound action the vendor documents is contacting cited journalists and adding them to media lists; no CMS or website publishing integration appears on the capability, product, tour or developer pages. > Close the loop. Use Meltwater's integrated journalist database to reach out to citing authors and influence the source material that feeds the AI training loop. > — https://www.meltwater.com/en/capabilities/ai-visibility-tracking · 'Multi-LLM AI visibility tracking' section, 'Take action' card **Technical AEO** · Partly — Structured data is named as advice a buyer should act on, but no schema generation, llms.txt handling or crawler-directive tooling is documented anywhere. > Structure content (FAQs, structured data, authoritative information) to increase AI visibility. > — https://www.meltwater.com/en/capabilities/ai-visibility-tracking · AI visibility tracking FAQs, 'How do we influence AI answers?' **Done-for-you service** · Partly — Meltwater staff configure topic folders and competitive benchmarks during onboarding, but no managed PR, content or GEO execution service is sold with this module. > our team helps you set up the right topic folders, competitive benchmarks, and monitoring strategy specific to your brand during onboarding sessions > — https://www.meltwater.com/en/product-tours/ai-visibility-tracking · AI Visibility Tracking FAQs, 'How do I get started with GenAI Lens for my brand?' ## Answer engines **ChatGPT** · Yes — ChatGPT is named first in every engine list the vendor publishes and has its own dedicated FAQ answer on two separate pages. > Yes. GenAI Lens monitors ChatGPT along with other leading AI platforms, including Google Gemini, Perplexity, Claude, and Microsoft Copilot. > — https://www.meltwater.com/en/capabilities/ai-visibility-tracking · AI visibility tracking FAQs, 'Can we monitor ChatGPT brand mentions with Meltwater?' **Perplexity** · Yes — Perplexity appears in the capability FAQ inventory, in the product page platform list and in the developer documentation for the same feature. > Yes. GenAI Lens monitors ChatGPT along with other leading AI platforms, including Google Gemini, Perplexity, Claude, and Microsoft Copilot. > — https://www.meltwater.com/en/capabilities/ai-visibility-tracking · AI visibility tracking FAQs, 'Can we monitor ChatGPT brand mentions with Meltwater?' **Gemini** · Yes — Google Gemini is named in the FAQ inventory and repeated in the multi-model tracking feature list on the product page. > Yes. GenAI Lens monitors ChatGPT along with other leading AI platforms, including Google Gemini, Perplexity, Claude, and Microsoft Copilot. > — https://www.meltwater.com/en/capabilities/ai-visibility-tracking · AI visibility tracking FAQs, 'Can we monitor ChatGPT brand mentions with Meltwater?' **Google AI Overviews** · Yes — Google Search AI Overviews is named in the product page's opening description and again in the covered-platform list, so it is treated as a tracked surface rather than a model. > GenAI Lens AI is a platform designed to help brands track, understand, and improve their visibility in all leading AI platforms, like ChatGPT, Google Search AI Overviews, and Anthropic Claude. > — https://www.meltwater.com/en/products/genai-lens · Hero section, product description paragraph **Google AI Mode** · Yes — Google AI mode is listed as a covered platform, but only as a list entry on the product page: no FAQ or prose sentence repeats it, and no tier detail is given. > Google AI mode > — https://www.meltwater.com/en/products/genai-lens · 'See the sources shaping AI answers' section, covered-platform list (item 4 of 9) **Claude** · Yes — Claude appears in the FAQ engine inventory, in the product page list and in the benchmarking example on the product tour page. > Yes. GenAI Lens monitors ChatGPT along with other leading AI platforms, including Google Gemini, Perplexity, Claude, and Microsoft Copilot. > — https://www.meltwater.com/en/capabilities/ai-visibility-tracking · AI visibility tracking FAQs, 'Can we monitor ChatGPT brand mentions with Meltwater?' **Microsoft Copilot** · Yes — Microsoft Copilot is named in the capability FAQ and repeated in the developer documentation for the AI Visibility feature, though it is absent from the product page platform list. > Yes. GenAI Lens monitors ChatGPT along with other leading AI platforms, including Google Gemini, Perplexity, Claude, and Microsoft Copilot. > — https://www.meltwater.com/en/capabilities/ai-visibility-tracking · AI visibility tracking FAQs, 'Can we monitor ChatGPT brand mentions with Meltwater?' **Grok** · Yes — Grok is named in the capability page tracking bullet, in the product page platform list, and used as the worked example in the benchmarking FAQ. > Monitor and benchmark brand, product, and competitor mentions across leading LLMs, including ChatGPT, Gemini, Claude, Perplexity, Grok, and DeepSeek. > — https://www.meltwater.com/en/capabilities/ai-visibility-tracking · 'Multi-LLM AI visibility tracking' section, 'Track your presence' card **DeepSeek** · Yes — DeepSeek is named in the capability page tracking bullet and repeated as Deepseek in the product page covered-platform list. > Monitor and benchmark brand, product, and competitor mentions across leading LLMs, including ChatGPT, Gemini, Claude, Perplexity, Grok, and DeepSeek. > — https://www.meltwater.com/en/capabilities/ai-visibility-tracking · 'Multi-LLM AI visibility tracking' section, 'Track your presence' card **Meta AI** · Partly — The covered-platform list names Llama, Meta's model family, but no Meltwater page names the Meta AI assistant, so consumer-facing Meta AI coverage stays unconfirmed. > Llama > — https://www.meltwater.com/en/products/genai-lens · 'See the sources shaping AI answers' section, covered-platform list (item 6 of 9) **Coverage in the vendor’s words** · Yes — Six LLMs are named on the capability page and nine platforms on the product page; both lists use open phrasing such as including, and no plan limits engine access. > Monitor and benchmark brand, product, and competitor mentions across leading LLMs, including ChatGPT, Gemini, Claude, Perplexity, Grok, and DeepSeek. > — https://www.meltwater.com/en/capabilities/ai-visibility-tracking · 'Multi-LLM AI visibility tracking' section, 'Track your presence' card ## What it reports **Names the cited sources** · Yes — A dedicated Sources tab ranks the publications, pages and journalists cited in answers about the brand, and each response can be opened to see its citations. > Yes, the Sources tab ranks which publications and content are most frequently cited in AI responses about your brand. > — https://www.meltwater.com/en/product-tours/ai-visibility-tracking · AI Visibility Tracking FAQs, 'Can I see what's actually driving my AI visibility and which content is being cited?' **Competitor tracking** · Yes — A Benchmarking tab puts rival brands beside yours per model, and share of voice comparison is described as the product's headline metric. > The Benchmarking tab shows your visibility score against key competitors across every AI model in one view. > — https://www.meltwater.com/en/product-tours/ai-visibility-tracking · AI Visibility Tracking FAQs, 'How does this help with competitive benchmarking across different AI platforms?' **Brand sentiment** · Yes — Each stored response carries sentiment, key phrases and mentioned organisations, so the attributes an engine attaches to the brand can be inspected directly. > You'll see the exact text each model generated, the sentiment, key phrases, organizations mentioned, and which sources were cited, all in one view. > — https://www.meltwater.com/en/product-tours/ai-visibility-tracking · AI Visibility Tracking FAQs, 'Can I drill into individual AI responses to see exactly what was said?' **Recommendations** · Yes — It goes past reporting: a prioritised action plan is generated weekly, alongside GEO recommendations and content-gap findings drawn from the citation data. > The tool automatically generates a prioritized action plan each week based on what the data reveals about your AI visibility. > — https://www.meltwater.com/en/product-tours/ai-visibility-tracking · AI Visibility Tracking FAQs, 'What are the weekly AI recommendations, and how do they work?' **Wrong answers about you** · Yes — Detecting misinformation and outdated claims in AI answers is presented as a named use, with early risk detection through sentiment and trend analysis. > By identifying misinformation, outdated content, or negative positioning in AI outputs, GenAI Lens enables teams to take corrective action. > — https://www.meltwater.com/en/products/genai-lens · GenAI Lens FAQs, 'How does GenAI Lens help protect brand reputation?' _Not established: AI crawler analytics_ ## Plans and signing up **Prompt or credit allowance** · Partly — Vendor claims hundreds of prompts at once but publishes no per-plan allowance. > Tracks hundreds of prompts, brands, and competitors at once > — https://www.meltwater.com/en/products/genai-lens · 'How GenAI Lens compares to manual AI Visibility Tracking' table, Scalability row **Projects or brands** · Partly — Multi-brand and multi-client work is explicitly the Agency package's purpose, while within a subscription monitoring is organised into topic folders and labels; no per-plan brand count is published. > Built for agencies managing multiple brands, clients, and campaigns > — https://www.meltwater.com/en/pricing · Plan cards, Agency card subtitle **Countries** · Yes — Worldwide market tracking is stated plainly and geography selection is listed as a competitive-analytics control, though no country or language list is published. > Monitor how AI represents your brand worldwide, not just in one region. > — https://www.meltwater.com/en/use-case/ai-visibility · 'AI visibility built for global enterprises' section, 'See your brand across markets' item **How often it checks** · Yes — Runs are scheduled rather than on demand, and the stated interval differs between pages: 48 hours here, a 24-hour cycle and every 24-48 hours elsewhere. > Data is refreshed every 48 hours, ensuring that insights reflect recent changes in AI outputs while maintaining consistency for trend analysis. > — https://www.meltwater.com/en/products/genai-lens · GenAI Lens FAQs, 'How often is data refreshed?' **Self-serve signup** · No — Every plan CTA is Contact Sales and the module is added to an existing licence by an account manager, so nothing can be started without a sales conversation. > Meltwater does not offer a self-serve free trial, but you can request a free, human-guided demo with one of our product experts. > — https://www.meltwater.com/en/pricing · Pricing FAQs, 'Does Meltwater offer a free trial or demo?' ## Access and integrations **API** · Partly — A documented AI Visibility API returns GenAI Lens prompts, trends and share of voice, but the plan comparison grid ticks API & MCP Integrations only for Enterprise and Agency. > The AI Visibility API lets you programmatically: Fetch your GenAI Lens prompts and prompt folders > — https://developer.meltwater.com/guides/ai-visibility/overview · 'What you can do with the API' section, lead sentence and first bullet **MCP server** · Partly — A remote MCP server exists with Claude and ChatGPT connectors, but it needs an API subscription plus a separate MCP package, and available tools depend on the products bought. > Meltwater MCP is accessible to API customers if they have a Meltwater MCP package in their subscription. > — https://developer.meltwater.com/guides/meltwater-mcp/overview · 'Can I access Meltwater MCP?' admonition box **BI export** · Yes — Exports are stated for GenAI Lens itself, and the developer Integrations guide documents connectors for Power BI, Data Studio and Domo across Meltwater analytics. > GenAI Lens supports standard Meltwater export formats for integration with your existing reporting workflows, business intelligence tools, and stakeholder presentations. > — https://www.meltwater.com/en/capabilities/ai-visibility-tracking · AI visibility tracking FAQs, 'Can I export GenAI Lens data for reporting and analysis?' ## Answer-engine source observations 0 of 4 collected answers have source URL/title annotations naming CitedIndex. These are the latest stored observations per engine, not current consumer-UI results. They do not measure product mentions or establish that a source supports a claim. | Engine | Model | Collected on | Query | CitedIndex in source annotations | Source annotations | Other source hosts (up to 6) | | --- | --- | --- | --- | --- | --- | --- | | ChatGPT | gpt-4o-mini | 2026-09-04 | Meltwater GenAI Lens alternatives | Not assessable — no source annotations | 0 | — | | Claude | claude-haiku-4-5 | 2026-09-04 | Meltwater GenAI Lens alternatives | Directory domain not found in observed annotations | 7 | trakkr.ai, xseek.io, alexbirkett.com | | Gemini | gemini-2.5-flash | 2026-09-04 | Meltwater GenAI Lens alternatives | Directory domain not found in observed annotations | 37 | xseek.io, trakkr.ai, meltwater.com, gartner.com, shadow.inc, cision.com | | Perplexity | sonar | 2026-09-04 | Meltwater GenAI Lens alternatives | Directory domain not found in observed annotations | 20 | xseek.io, agentvisibilitytools.com, aclipp.com, trakkr.ai, alexbirkett.com, merciv.com | ## Provenance Every fact above comes from the vendor. Nothing here is independently corroborated yet. ## Coverage elsewhere Pages about this product that the vendor does not control. The label states how independent each one is. | Source | Kind | Read | | --- | --- | --- | | vendr.com | Independent source | 2026-08-06 | | en.wikipedia.org | Platform record | 2026-08-06 | ## What changed - 2026-09-18 — Capabilities · Free tier · Price - 2026-09-01 — Capabilities · Free tier - 2026-08-31 — Capabilities · Free tier - 2026-08-30 — Capabilities - 2026-08-20 — One-liner - 2026-08-19 — Summary ## Correcting this record Anything marked "Not established" is a question we have not answered — it is not a No. If you represent Meltwater GenAI Lens, or anything here is wrong or out of date, you can supply it with a source: the operations this site accepts from an agent are listed at https://citedindex.com/.well-known/agents.json — that catalogue needs no key to read, and each entry states its own auth. Supplying evidence is free. Nothing that can be bought here changes what a field says, whether a gap is closed, or how this record is scored.