33 linking domains
Emerging
- For
- Marketing and product teams tracking AI citation visibility for their websites
- Price
- Free plan · From $29/mopricing page, read 2026-09-19
- Activity
- Maintainednothing dated on the site
- Company
- founding year not on record
- identify which pages AI systems cite in answers to buyer questions
- discover content gaps where competitors rank but your site doesn't
- monitor AI visibility across multiple sites and track competitor citations
- #8
Airbridge GO
Attributes ad campaigns to subscription revenue for mobile apps.
2.5kActiveFrom $40/mo - #9
ReadMe
Publishes and maintains API documentation with AI-assisted writing, version control, and developer analytics.
40.4kActiveFrom $250/mo - #13
Databox
Connects business data and metrics to AI agents that analyze performance, generate reports, and automate recurring analysis workflows.
58.7kActiveFrom $71/user/mo2012 - #19
Info
Creates customizable link-in-bio pages with analytics, embeddable apps, and AI agent integration via API and MCP.
78ActiveFrom $49 once - #25
Surfer SEO
Analyzes web pages and generates optimization recommendations to improve search rankings and content performance.
99.6knot readFrom $49/mo2017 - #28
MarketMuse
Analyzes content inventory and competitor gaps to recommend topics and content plans for ranking.
98.4knot readFree plan2013
What is Spotlight?
Scans AI systems to identify which website pages get cited in answers, then maps content gaps to improve citation visibility.
Who is Spotlight for?
Marketing and product teams tracking AI citation visibility for their websites
How much does Spotlight cost?
Spotlight has a free plan; paid plans start at $29/mo, per its pricing page on 2026-09-19.
Do people use Spotlight?
Emerging.
Is Spotlight still maintained?
Maintained.
What are alternatives to Spotlight?
In Marketing, by use: Airbridge GO, ReadMe, Databox, Info, Surfer SEO, MarketMuse.
How we read a tool
No votes, no reviews, no vendor claims. Every week a crawler reads each tool's own site and a few public registries, and the words on the card are bands over what it read.
- Use: visits to the site (estimated), installs from npm and PyPI, presence in Chrome's usage report.
- Activity: the newest release on GitHub, npm or PyPI; the newest dated page on the site; open roles on a public jobs board.
- Price: the vendor's own pricing page, read with the date. A figure is printed only when it is on that page.
- The line and the use cases are written by us from the homepage, one row at a time, and refused when they repeat the vendor's marketing.
How AI assistants read each site — the reading vendors ask us about — is on each tool's own visibility page.