Verbolia's public Statement of Work commits to 10-12 weeks of onboarding, with their developers hand-building a custom theme from scratch. Similar AI's agents do the work directly. Most customers go live in about two weeks. Book a free live gap analysis and we will walk you through the topics your store is missing today and how much revenue they could earn.
For Shopify and BigCommerce we can scan from your public store URL. For Adobe Commerce, WooCommerce, and custom CMS we use your product catalog. Works best for stores with more than 1,000 products and a strong existing brand. No obligation.
Retailers growing organic revenue with Similar AI


RVshareKleinanzeigenSample gap analysis for a lighting retailer with 4,200 products. These topics do not have a page on the store today.
| Topic | Monthly demand | Product count |
|---|---|---|
| led commercial lighting | 590 | 48 |
| round led | 480 | 12 |
| modern led lighting | 320 | 16 |
| remote lighting | 320 | 74 |
| light fixture brushed nickel | 210 | 33 |
| minimalist light fixture | 170 | 33 |
| empire lighting | 140 | 15 |
The Topic Sieve has already rejected topics that would create duplicates. What you see is what we would actually build first.
Verbolia's public Statement of Work commits to a 10-12 week onboarding, during which their front-end developers hand-build a custom theme. Most Similar AI customers go live in around two weeks from sign-off. Pages typically start ranking a week or two after that, though it can take longer to drive meaningful traffic and revenue.
The difference comes from who does the work. When the work is done by agents, the long onboarding goes away. When it is done by a services team, a long onboarding is what funds the services team.
Most tools in this space come with a planning interface, a page builder, a review queue, a template manager. Someone has to operate it day to day: pick topics, manage templates, review output, decide what to retire. That someone is either on your team or a managed-service team we are charging you for.
Similar AI agents handle that work. Your team sees the results in a dashboard, approves what needs approving, and spends the rest of their time on the work only humans can do: brand, seasonal strategy, emerging categories, merchandising judgment. The agents keep the category pages current so your team can keep the business moving.
You get a Similar AI dashboard to see what the agents are doing. Plenty of customers use it day to day. Others just watch their own analytics and revenue reports. Either works.
Most work in this space is measured on acquisition: impressions, clicks, ranked keywords. The number that actually matters is what happens after the click.
Similar AI ties every page it creates to a distinct product selection from your catalog. A shopper searching for “light fixture brushed nickel” lands on a page with the 33 products you actually stock for that query, with the right finish options and the right availability. The Topic Sieve rejects queries where your catalog cannot support a great page, so you end up with pages that convert, not pages that compete with your own.
A programmatic landing page platform that provides an interface for SEO teams to plan, generate, and manage long-tail pages.
Agents do the work. Our team runs them on your behalf, so you do not need a dedicated SEO specialist in-house.
Verbolia positioning sourced from their public website, product pages, and the public Statement of Work for Verbolia Setup and Onboarding. If you have an in-house SEO team that wants to operate a reverse-proxy platform after a 10-12 week onboarding, Verbolia may be the right fit. If you want agents doing the work directly and going live faster, book the call below.
“Leveraging a tool like Similar.ai seemed a solid fit to drive improved ranking, optimized pages, and incremental revenue. Manually creating and managing these pages was extremely challenging.”
Jennifer Skeen, VP of e-commerce, Visual Comfort & Co.
Similar AI works best for stores with more than 1,000 products and a strong existing brand. If that is you, the gap analysis will show real revenue on the table. If not, we will tell you that on the call, and point you somewhere more useful.
Both platforms build long-tail pages from product data. The main practical difference is how the work gets done. Verbolia's public Statement of Work commits to a 10-12 week onboarding, with their developers hand-building a custom theme. Similar AI's agents do the work directly, which is why most customers go live in about two weeks, and why we can retire underperforming pages through the Cleanup Agents without adding human ops overhead.
Similar AI builds the pages that are worth building, not the most pages. The Topic Sieve filters out topics that would create duplicates, and the Cleanup Agents retire pages that stop performing. The focus is on organic revenue per page, and on converting the long-tail traffic those pages attract, not on page count.
Three paths. Reverse proxy (one line of web server config; fastest to live). Server-side API (for teams who want their backend in the loop). Native integration with Shopify, BigCommerce, WooCommerce, WordPress, Ghost, or custom CMS. Verbolia uses reverse proxy only, with pages served from their AWS infrastructure on a subfolder of your domain.
The automated scan identifies the missing category pages. The pages worth building first depend on your margins, your catalog depth, and where you are already investing. That context takes 10 minutes to understand. The call is where the analysis becomes a plan.
Similar AI works best for stores with more than 1,000 products and a strong existing brand. If your store is smaller or newer, the gap analysis is less likely to find meaningful category page opportunities, and we will tell you that on the call.
For Shopify and BigCommerce stores we can run the full gap analysis directly from your public store URL. For Adobe Commerce, WooCommerce, and custom CMS setups we ask for a product catalog (a feed or export) so we can scan your real products. Either way, no install is needed for us to run the full gap analysis before the call.
30 minutes. No obligation. Your numbers, your conversion rate, your average order value.