AI agents that turn products into revenue in days
Our agents create pages, build internal links, and enrich your product data to grow organic revenue. Visual Comfort achieved $2.4 million in new annual revenue and 29x ROI.
New annual revenue for Visual Comfort
ROI achieved
To first revenue
Pages created (self-reported)
Trusted by omnichannel retailers
RVshareKleinanzeigenThree outcomes that matter to your business
Everything we do connects to revenue. No vanity metrics, no rankings without results.
Capture revenue you're missing
Every day without pages for high-intent searches is revenue going to competitors. Similar AI's New Pages Agent identifies missing high-intent queries and creates optimized category pages, which can begin ranking within days.
Prove ROI to leadership
Clear attribution from page to purchase. Make organic investment defensible with metrics leadership cares about.
Free your team for strategic work
Agents handle page creation, linking, and cleanup automatically. Focus on the initiatives only humans can drive.
Typically 5 days to your first revenue increase
Not 5 steps. Not 5 months. Actual revenue arriving within your first week. Here's the timeline:
Connect your store
We pull your product catalog and existing site structure (Shopify, BigCommerce, or other platforms). Typically about 10 minutes of your time.
See the revenue you're missing
The Topic Sieve, a sub-agent within the New Pages Agent workflow, validates search demand and filters for genuine revenue opportunities. It prioritizes topics by revenue potential and rejects low-value topics with documented reasons, so the New Pages Agent focuses on the queries most likely to drive incremental revenue.
Review your first pages
The New Pages Agent creates category pages with auto-matched products and schema markup. The Content Agent generates helpful content, and the Linking Agent adds topical internal links. Edit anything you want, or approve as-is.
Go live
Agents produce ready-to-publish changes delivered to your site via API. You can review all changes before they go live, and the platform is designed to minimize dev work required.
Watch revenue arrive
Pages start ranking. Traffic turns to purchases. Track every conversion from the dashboard. Expand to more pages as you see results.
Built for how people search now
More searches now happen through AI interfaces: ChatGPT, Claude, Perplexity, Google's AI Overviews. This changes everything.
These AI systems use query fan-out, expanding a single user question into dozens of underlying searches. And users themselves are searching conversationally, describing what they need in ways they never could with keyword search.
The result: a surge in long-tail, highly specific queries. The niche needs that were always hard to express, like “pendant lights for a kitchen island that won't overwhelm a small space,” are increasingly gaining a language layer that translates intent into searches. If your site doesn't have pages for these queries, you're largely invisible to the customers most ready to buy.
The New Pages Agent creates optimized category pages that match real search demand by cross-referencing how customers actually search with your product catalog, so you show up where it matters.
Two products, one revenue engine
Whether you're creating new pages or optimizing existing ones, each agent delivers ready-to-publish changes that drive measurable results.
New Pages
The New Pages Agent creates category pages around high-demand topics that your site is missing. Each page comes with relevant products, helpful content, and topical internal links.
- • Revenue-prioritized topic discovery
- • Automatic product matching
- • SEO-optimized content generation
Product Enrichment
Similar AI's Enrichment Agent (currently in Beta) extracts structured data and searchable attributes from your product feed, which can make them discoverable for queries your catalog data doesn't cover.
- • Semantic labels from product data
- • Structured data for AI search
- • Works with your existing product feed
Better product data, better discoverability everywhere
The Enrichment Agent (currently in Beta) adds structured data and semantic labels to your product feed, which can help make every product easier to find, not just on Google, but potentially in AI-powered search experiences as well.
When an AI assistant tries to answer “what's a good pendant light for a small kitchen island?”, it may need to understand which of your products fit. Enrichment gives your products the language AI systems need to recommend them.
- Structured data for every page. The Enrichment Agent (currently in Beta) adds structured data and searchable attributes your products may be missing, without manual tagging.
- Semantic labels. Enrich product attributes with the terms people actually use to describe what they want.
- Site-wide impact. A/B test results show performance improvements across the whole site, not just new pages.
Works with your existing tech stack
Once connected, agents can deliver ready-to-publish changes via API, with the option to review before publishing. Most customers are live without heavy lifting from their engineering team.
We handle 99% of the work
Agents connect to your product feed and search console data. Our team handles configuration and testing. Your engineering team's involvement is minimal: typically just an engineering green-light meeting and deploying one line of code.
Full control, full transparency
Agents don't mean black box. Review and approve changes before they go live, or configure agents to publish autonomously once you trust the results.
Human in the loop
Review, adjust, and override agent changes before they go live, and roll back anytime. Most customers start here.
Fully automatic
Let agents publish as they find opportunities. You can choose to move to auto-publish once you trust the results.
Roll back anytime
Retire underperforming pages. Nothing is permanent. You're always in control.
“The most important benefit is that we were able to deliver seven-figure revenue growth with 29x ROI. Using Similar AI pages also saves significant time and allows us to quickly respond to market trends and consumer behavior.”
Jennifer Skeen
Visual Comfort & Co.
Results you can measure in revenue, not rankings
Every page agents create is tracked from the moment it goes live. See which pages rank, which drive traffic, and which generate revenue. No more guessing whether organic is working.
- Pages ranking within days, revenue within weeks
- Clear attribution from page to purchase
- ROI you can defend to leadership
See what your competitors are missing
Our growth calculator shows you exactly how much revenue you're leaving on the table (based on your real product catalog and real search demand).
Calculate your growth potentialFrequently asked questions
What do Similar AI's agents actually do?
Similar AI offers two main products: the New Pages Agent, which identifies high-intent search queries your site is missing and creates optimized category pages, and the Enrichment Agent (currently in Beta), which extracts structured data and searchable attributes from your product feed to improve discoverability. Additional agents handle internal linking and page cleanup automatically. Together they're designed to grow organic revenue without heavy involvement from your team.
How long does it take to see revenue results?
Similar AI's typical timeline is five days to your first revenue increase - not five months. New category pages can begin ranking within days of going live, and most customers are live on the platform without heavy engineering effort, typically requiring just a green-light meeting and deploying a tag.
What results has Similar AI delivered for customers?
Visual Comfort achieved $2.4 million in new annual revenue and a 29x ROI using Similar AI's agents. The platform is built for omni-channel retailers with 3,000 to 100,000 products who want to grow organic revenue without hiring a large SEO team.
Do I have to let agents publish changes automatically?
No. Similar AI offers a 'human in the loop' mode where you review, adjust, and approve changes before they go live, with the ability to roll back anytime. You can choose to move to fully automatic publishing later, once you trust the results. Nothing is permanent and you're always in control.
Does Similar AI work with AI-powered search experiences like ChatGPT or Perplexity?
Yes. The Enrichment Agent adds structured data and semantic labels to your product feed that help make products discoverable not just on Google but also in AI-powered search experiences like ChatGPT, Claude, Perplexity, and Google's AI Overviews.
Ready to see revenue in days, not months?
Book a demo to see how Similar AI identifies the pages your site needs and starts driving organic revenue within weeks.