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Visibility in Gemini is closely linked to visibility in Google AI Overviews.", "url": "https://answerlift.io/integrations/gemini" }, { "@type": "ListItem", "position": 5, "name": "Google AI Overviews", "description": "Generative summaries that appear at the top of some Google Search results pages. Powered by Gemini. Brands appearing in AI Overviews gain prominent placement above traditional organic results.", "url": "https://answerlift.io/integrations/gemini" } ] }, { "@type": "ItemList", "@id": "https://answerlift.io/#integrations", "name": "AnswerLift Integrations", "description": "Platforms and tools that integrate with AnswerLift.", "numberOfItems": 4, "itemListElement": [ { "@type": "ListItem", "position": 1, "name": "Model Context Protocol (MCP)", "description": "Native MCP integration for Claude Desktop and Cursor. 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High AI visibility means a brand is frequently mentioned, cited, and described positively in AI responses to buyer research questions." } }, { "@type": "Question", "name": "Why does AI visibility matter for my business?", "acceptedAnswer": { "@type": "Answer", "text": "A growing proportion of buyer research now happens through AI assistants rather than traditional search. When buyers ask AI systems for product or service recommendations, brands with high AI visibility appear in those answers. Brands with low AI visibility are invisible to those buyers regardless of their SEO performance." } }, { "@type": "Question", "name": "How is AI visibility different from traditional SEO?", "acceptedAnswer": { "@type": "Answer", "text": "Traditional SEO measures rankings on search engine results pages — ranked lists of URLs. AI visibility measures presence in generated text responses where there are no URLs, just brand mentions and descriptions. The signals that drive AI visibility (citation quality, authoritative sources, structured information) partially overlap with SEO signals but require a distinct approach." } }, { "@type": "Question", "name": "Which AI engines does AnswerLift track?", "acceptedAnswer": { "@type": "Answer", "text": "AnswerLift tracks ChatGPT (OpenAI), Perplexity, Claude (Anthropic), and Gemini (Google), as well as Google AI Overviews. These systems collectively represent the majority of AI-mediated buyer research." } }, { "@type": "Question", "name": "How does AnswerLift generate visibility scores?", "acceptedAnswer": { "@type": "Answer", "text": "AnswerLift runs a set of buyer-intent prompts against each AI engine. For each response it records whether the brand was mentioned, its rank when mentioned, the sentiment of the description, and which sources were cited. These signals are aggregated into a composite visibility score from 0 to 100." } }, { "@type": "Question", "name": "How are the visibility prompts generated?", "acceptedAnswer": { "@type": "Answer", "text": "Prompts are generated from the company's profile using a two-stage AI pipeline. Stage 1 produces a plan of prompt types. Stage 2 expands each into specific query strings reflecting genuine buyer research questions for that industry and company type. Users can review, edit, and add to the generated prompt set." } }, { "@type": "Question", "name": "How often does AnswerLift run visibility checks?", "acceptedAnswer": { "@type": "Answer", "text": "Checks can be triggered manually at any time. Scheduled checks run on the cadence set for each company: daily (available on Professional and Enterprise plans) or weekly (available on all plans). The scheduled sweep runs automatically at 02:00 UTC." } }, { "@type": "Question", "name": "What is the AnswerLift Index?", "acceptedAnswer": { "@type": "Answer", "text": "The AnswerLift Index is a free public leaderboard showing AI visibility scores for brands across industries. It is updated monthly and is accessible without an account at https://answerlift.io/index. It runs prompts against four AI engines with three repetitions per prompt per engine." } }, { "@type": "Question", "name": "Can AnswerLift detect when an AI says something inaccurate about my brand?", "acceptedAnswer": { "@type": "Answer", "text": "Yes. The sentiment and accuracy monitoring feature flags responses where the AI's description of a brand contradicts publicly available information. This allows teams to identify and address hallucinations before they spread and influence buyer decisions." } }, { "@type": "Question", "name": "What is a GEO action plan?", "acceptedAnswer": { "@type": "Answer", "text": "A GEO (Generative Engine Optimisation) action plan is a prioritised list of specific steps to improve a brand's presence in AI-generated answers. Each step includes the rationale, effort estimate, expected outcome, and tools. AnswerLift generates ranked GEO action plans after each visibility run." } }, { "@type": "Question", "name": "What is an AEO content kit?", "acceptedAnswer": { "@type": "Answer", "text": "An AEO (Answer Engine Optimisation) content kit is a structured content page designed to be cited by AI engines. It differs from standard content in its directness, structure for machine extraction, and alignment with the specific questions AI users ask. AnswerLift generates AEO content kits directly from the platform." } }, { "@type": "Question", "name": "How many companies can I track?", "acceptedAnswer": { "@type": "Answer", "text": "The number of companies depends on your plan tier. Starter plans include a limited number. Professional plans allow more. Enterprise plans are unlimited. All plans start with a 14-day free trial. See https://answerlift.io/pricing for current limits." } }, { "@type": "Question", "name": "Does AnswerLift require a credit card to start a trial?", "acceptedAnswer": { "@type": "Answer", "text": "No. The 14-day free trial begins immediately on sign-up without a credit card. Full feature access is available during the trial period." } }, { "@type": "Question", "name": "Can multiple people use the same AnswerLift workspace?", "acceptedAnswer": { "@type": "Answer", "text": "Yes. Workspace owners can invite team members with role-based access. Seat limits depend on the plan: Starter allows 1 seat, Professional allows up to 10, Enterprise is unlimited." } }, { "@type": "Question", "name": "What is Nova?", "acceptedAnswer": { "@type": "Answer", "text": "Nova is AnswerLift's in-app conversational AI assistant. Nova has full context of a workspace's company data, visibility scores, and reports, and can answer questions about competitive positioning, trigger visibility checks, and summarise reports in natural language." } }, { "@type": "Question", "name": "What is MCP integration?", "acceptedAnswer": { "@type": "Answer", "text": "MCP (Model Context Protocol) is an open standard for connecting AI tools to external data. AnswerLift's MCP integration allows Claude Desktop, Cursor, and other MCP-compatible tools to query AnswerLift data directly as part of their workflow, without switching to the AnswerLift web application. Available on Enterprise plans." } }, { "@type": "Question", "name": "How does AnswerLift handle false negatives in AI responses?", "acceptedAnswer": { "@type": "Answer", "text": "The platform runs a secondary text-search check on every AI response independent of the primary LLM analysis. When the text check confirms a brand is present but the LLM analysis reported it as absent, the platform corrects the result and adjusts the associated score and sentiment to avoid incorrectly penalising brands." } }, { "@type": "Question", "name": "Can I customise the prompts AnswerLift uses?", "acceptedAnswer": { "@type": "Answer", "text": "Yes. Auto-generated prompts can be edited, deleted, and supplemented with custom prompts. Prompt slot limits depend on the active plan tier." } }, { "@type": "Question", "name": "How long is visibility history retained?", "acceptedAnswer": { "@type": "Answer", "text": "History retention depends on the plan: 30 days on Starter, 90 days on Professional, and 12 months on Enterprise. Trial accounts retain history for the duration of the trial period." } }, { "@type": "Question", "name": "Does AnswerLift integrate with other tools?", "acceptedAnswer": { "@type": "Answer", "text": "Enterprise plans support webhooks for real-time event notifications and MCP for AI tool integration (Claude Desktop, Cursor). A full REST API is available for custom integrations. See https://answerlift.io/integrations for details." } } ] } ] }