The five-business program pairs search visibility and ranking monitoring with optional AI implementation and staff training.
© photo by suedeai.ai
WEST PALM BEACH, Fla. — Suede AI, also known as Suede Labs AI, has opened a five-business cohort offering search optimization and ranking monitoring, with optional AI integrations that customers can watch at work.
Led by developer, author and speaker Jason Colapietro, the program helps businesses improve their presence in search results and AI-generated answers. Companies can also engage Suede engineers to connect AI tools to existing business systems and train their teams to use them.
The search work covers search engine optimization (SEO), answer engine optimization (AEO) and generative engine optimization (GEO). Services include technical website repairs, content development and public relations support. Suede also reviews how a business, its people and its expertise are connected across websites and public records, helping search engines and AI systems identify the organization accurately.
Ongoing monitoring tracks search rankings and how businesses appear in AI answers. Clients can review changes over time, distinguish meaningful movement from routine fluctuation and see which fixes deserve attention next.
For businesses selecting AI integration, Suede starts with the daily work: how leads arrive, how sales calls are handled and where administrative tasks slow people down. Engineers identify bottlenecks, connect the relevant tools and set measurable objectives for each workflow. Applications include lead qualification, call review, sales support and recurring administrative work.
Clients can see their assigned agents in Suede AI Agent Studio, follow workflows as they run and review the actions and outputs. That visibility gives managers a practical way to oversee the systems working on their behalf.
Training supports both managers and employees. Managers learn where AI fits, who is responsible and how to evaluate results. Employees learn how to direct the tools, check their work and handle exceptions that require human approval.
Colapietro’s open-source Suede Creator SEO AI Skills support Claude Code and OpenAI Codex across SEO, marketing, business operations and software delivery. The collection won an Anthropic skills competition and is included by default in OpenAI’s Codex plugin marketplace as the SEO plugin. It has recorded more than 40,000 invocations and has been used by more than 40 SEO companies.
His engineering record includes contributions merged into 43 external repositories, including Jest, Adobe React Spectrum and Backstage, alongside a separate public Linux kernel contribution. He has published five books, including Proof as Infrastructure: Designing Durable Systems Without Trust Assumptions.
Suede is also accepting free website audit requests through 11:59 p.m. Eastern on September 20, 2026, regardless of cohort availability. Each audit includes website problems, prioritized recommendations and technical code for the business’s engineers or existing SEO provider to review and implement.
“Even if we’re full, you should still be able to tell your SEO firm what needs fixing,” Colapietro said. “We’ll give you the problems, the recommended fixes and the full technical code for your engineers at no cost.”
To request an audit, business owners can email their website URL and a brief description of where progress has stalled to support@suedeai.ai.
About Suede Labs AI
Suede Labs AI builds AI software, creator tools and business services. Founded by Jason Colapietro and based in West Palm Beach, Florida, the company focuses on search visibility, AI workflows and digital provenance.