Case studies and research
Claude and ElevenLabs: connect MCP for images, voice and video
Set up ElevenLabs MCP in Claude, prepare images, footage, narration and music, then finish in Studio. Includes connection commands and output checks.
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Shogo Mizushima
Develops AgentSignal, a tool for measuring AI crawler visits and AI-referred traffic, and diagnosing AIO readiness. Writes about measurement and practical improvements for AI search using observed data.
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Case studies and research
Claude and HeyGen: set up MCP to create avatar explainers
Connect Claude and HeyGen through MCP, authenticate, prepare a script and create an avatar explainer. Includes voice, caption and MP4 checks.
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Case studies and research
Claude and Higgsfield: combine Seedance footage, images and music
Connect Claude to Higgsfield, request a Seedance character clip and combine footage, music and graphics in Remotion. Includes CLI and MCP setup.
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Case studies and research
Animate images with Claude, GPT Image and ElevenLabs
Create artwork with GPT Image, animate it with Claude and add ElevenLabs narration. Follow asset paths, transparency checks, MCP setup and export steps.
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Case studies and research
Claude and Remotion: make visuals and sound with code
Install the Remotion plugin for Claude Code, build a text-and-shapes video, add a Node.js sound cue and render an MP4. Includes paths and troubleshooting.
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Case studies and research
Claude Code and HyperFrames: make a video and add Lyria music
Set up Claude Code and HyperFrames, add Lyria music, preview a composition and export an MP4 with commands and a 15-second starter prompt.
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Case studies and research
Claude video generation: seven Opus 5.5 workflows compared
Compare seven Claude video workflows. Start with motion graphics written by Claude Code alone, with no external video generation or MCP, then find setup guides for HyperFrames, Remotion, image animation, Higgsfield, HeyGen and ElevenLabs.
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Connecting AI and the web
WebMCP forms can now pass: reading the Lighthouse 13.5 audit changes
Lighthouse is a tool for auditing websites. This update makes a site's form coverage for WebMCP easier to interpret in the audit output.
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AI shopping and booking
51% of US consumers use AI shopping tools. How much has product selection changed?
That does not mean AI placed 51% of orders. It is the share of US consumers who reported using at least one AI-powered shopping tool during the past month.
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AI shopping and booking
Same AI, different doors: why Amazon blocked Muse while Shopify offers a connection
Amazon has reportedly blocked Meta's AI agent, Muse. Meanwhile, Shop's official help lists Muse as an example of a supported AI platform.
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AIO and AI search
Airbyte reported a $100,000 ChatGPT-originated deal: the content changes behind its AIO work
Airbyte reported one $100,000 contract originating from ChatGPT. The team analyzed over 500 prompts and revised content into direct answers, lists, and steps.
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AIO and AI search
AI-referred inquiries up 51%: Arizona College of Nursing’s local AIO approach
Arizona College of Nursing reported 51% more AI-referred enrollment inquiries and 26% more visits in 90 days. The team examined questions across 24 markets and developed tuition comparisons and local FAQs.
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AIO and AI search
AI-referred signups up 37%: how OpusClip made AIO measurement continuous
OpusClip reported 37% more AI-referred signups and 20% more traffic. The team combined seven-day rolling averages with human checks of AI answers.
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AIO and AI search
LLM-attributed traffic up 82%: Aleph’s one-theme-a-month content approach
Aleph reported 82% more LLM-attributed traffic and citation share rising from 1.5% to 5.3% over two months. The team selected one monthly theme and developed feature-specific buyer guides.
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AIO and AI search
AI-search pipeline up 15%: what CRS tracked with Google Analytics and Looker
CRS reported a 15% increase in AI-search pipeline, a pre-sale measure rather than closed revenue. The team used Google Analytics and Looker to connect referrals with leads and deals.
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AIO and AI search
Over 90% answer accuracy: MongoDB’s reference-Q&A approach to LLM optimization
MongoDB reported over 90% accuracy for monitored questions about its products. Reference question-and-answer pairs helped identify incorrect AI explanations and documentation gaps.
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AIO and AI search
Over 300 AI citations in a month: Ramp’s two company-size comparison pages
Ramp reported more than 300 AI citations across two comparison pages in one month. Separate pages addressed accounts-payable requirements for small and large businesses.
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AIO and AI search
48% AI visibility: Kiteworks matched customer questions to three content formats
Kiteworks reported 48% AI visibility across key security and compliance topics after five months. Its content included practical guides, trend reports, and vendor comparisons.
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AIO and AI search
AI visibility up 800% in a priority category: Hone’s focused blog initiative
Hone reported 800% growth in priority-category AI visibility and citation share rising from nearly zero to 7%. The case describes a targeted blog initiative focused on one category.
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AIO and AI search
From fifth to second: One Identity’s external-citation approach to LLM optimization
One Identity reported its average competitive position in AI improving from approximately fifth to second. The team examined third-party comparison pages cited in AI answers.
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