✦Product roadmap

AI-ready today. Smarter tomorrow.

Spotlight ships two things together: AEO citation tracking so you know when AI mentions you, and a ⌘K widget so visitors find answers on your site. Here's where each is headed.

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MVP● Live now

Make Your Website AI-Ready

crawl β†’ track β†’ search

The idea

β€œEvery website should show up when AI answers customers' questions β€” and help those visitors find answers when they arrive. Almost none do either. Spotlight fixes that.”

One product, one install. The AEO dashboard monitors leading AI tools to show you when your site gets cited β€” and when a competitor gets cited instead. The ⌘K widget lets visitors type a question in plain language, jump to the right page, and see the exact passage highlighted.

Why it matters

AI is answering your customers' questions right now. If you're not cited, you're invisible β€” and visitors who do reach your site still can't find answers because most search bars match keywords, not meaning. AEO tracks your visibility. The widget fixes discovery.

What's included

βœ“AI citation tracking across leading AI tools
βœ“Keyword / prompt tracking β€” see which queries trigger citations
βœ“Competitor benchmarking β€” see who gets cited instead of you
βœ“AEO score with weekly history
βœ“Natural language search widget (⌘K)
βœ“Jumps to the exact page and highlights the answer
βœ“Suggested questions for new visitors
βœ“IndexedDB caching β€” instant on repeat visits
βœ“One script tag to install
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v1Coming soon

Guided Answers + More AI Sources

steps β†’ walk β†’ expand

The idea

β€œWhen the answer spans multiple pages, give visitors a guided path β€” not a wall of text. And track your visibility across every AI tool your customers use.”

Two tracks in parallel. The widget gains guided answers: complex questions become step-by-step walkthroughs with scroll-and-highlight sync. AEO gains broader reach: citation tracking expands to Claude, Copilot, and Grok, plus daily scan history with trend graphs so you can see the impact of content changes over time.

Why it matters

Visitors shouldn't have to mentally parse multi-page answers β€” a guided path does that for them. And your customers use many different AI tools. As AI tools multiply, knowing where you're cited (and where you're not) becomes the new SEO.

What's included

β—‹More AI sources: Claude, Copilot, Grok
β—‹Daily scan history + citation trend graphs
β—‹AI extracts steps from multi-page answers
β—‹Clickable step list β€” each step jumps to the right spot
β—‹Progress indicator as visitors work through steps
β—‹Full walkthrough UI β€” scroll + highlight sync
β—‹Shareable guided tour links
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v2Vision

Voice Walkthrough

hands-free navigation

The idea

β€œSometimes both hands are busy, or you're on the go, or you just want to ask out loud. Your site should be able to answer.”

Speak your question. Spotlight narrates the answer and guides visitors through your content hands-free. Say "next step" and it moves. Say "repeat that" and it does. They follow along in the page while Spotlight reads ahead.

Why it matters

Anyone who has ever wished they could just ask out loud and have something answer β€” this is for them. A cook following a recipe, a technician setting up hardware, a traveler reading your FAQ.

What's included

β—‹Voice input β€” no keyboard needed
β—‹Audio narration of step-by-step answers
β—‹"Next", "back", "repeat", "skip" voice commands
β—‹Hands-free navigation through any content
✦
FutureOn the roadmap

Future Platform Features

search β†’ guide β†’ act

The idea

β€œSearch is the foundation. The next layer turns Spotlight into a more interactive product that guides visitors, takes actions, and gives you deeper insight into what they need.”

These features build on the guided answers layer and go further β€” making the widget an active participant in your visitors' journey rather than a passive search box. Scale limits are also raised significantly: up to 500 pages indexed and 5,000 AI answers per month.

What's planned

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AEO API & webhooks

Pull citation scores, trigger rescans on deploy, push content updates without a recrawl β€” all via REST API.

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Guided tours

Multi-step walkthroughs that walk visitors through your content, page by page. Shareable tour links included.

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Multi-step workflows

Complex answers that span multiple pages broken into a clear, navigable step sequence β€” no reading walls of text.

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Web actions

Configurable actions from your dashboard: send feedback, share a page, contact support β€” surfaced right inside the widget.

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Analytics

See what visitors search for, what they can't find, and where they drop off β€” so you can fill the gaps.

Higher-tier customers will get access as these shipSee pricing β†’

✦ The destination

"Every website, visible to AI β€” and impossible to leave without an answer."

Cited by AI before they arrive. Answered by your site when they do.

Install Spotlight today β†’