Website systems
Earn trust before the first call.
Positioning, copy, design, and development shaped around the decision your best customer needs to make.
For owner-led service businesses
I design the site, search foundation, and follow-up systems that turn attention into qualified conversations.
Clear priorities in 2 business days. No full strategy call required.

The connected approach
A nice website can still leak opportunity. A clever automation can still amplify a bad process. I design the customer-facing experience and the operational handoffs as one system.
Explore the four layersFour layers, one outcome
Website systems
Positioning, copy, design, and development shaped around the decision your best customer needs to make.
Lead flow
Connect forms, calendars, inboxes, and your CRM so qualified leads are acknowledged, routed, and visible.
Search + AI visibility
Technical SEO, useful content structure, and consistent business signals for search results and AI answers.
Measurement
Trace the path from source to qualified inquiry, then improve the parts that move the business forward.
Public artifacts · measured build
No borrowed logos or invented ROI. Here is one public automation system and one measured teardown of this website, each labelled with exactly what the evidence can support.
How do you test whether an AI agent’s stated reasoning actually drives its answer? Sourena designed and implemented a Python workflow that makes that question testable.
Did the stated reasoning actually matter to the answer?
Capture → intervene → rerun → score → export.
The system captures an agent’s reasoning, applies controlled changes, reruns the agent, compares answers, flags possible faithfulness problems, and exports structured results.
A concrete example of turning an ambiguous problem into an automated, inspectable workflow with repeatable outputs.The live site was inspected on August 3, 2026. This release candidate fixes the crawl, credibility, and inquiry gaps found in that review.
Lighthouse 13.4.1 mobile lab · local production build · Chrome 150 · August 4, 2026. Lab scores can vary and are not field-user results. Open audit receipt.
Opportunity model
Use your own numbers to model the value of a modest improvement in close rate. This is an illustration, not a forecast.
1.5 additional customers × $2,500 average value
Find the leak worth fixingFrom friction to flow
You work directly with the engineer doing the strategy and the build. No account-manager relay, mystery handoff, or black-box implementation.
I map how people discover, evaluate, contact, and hear back from your business. The biggest leak becomes the first priority.
You get a clear scope, success measures, content plan, system map, and timeline before implementation begins.
I design the experience, engineer the site, connect the workflow, and test the handoffs—including the awkward edge cases.
You receive analytics, documentation, source code, and a measured baseline. Then we improve from evidence, not guesswork.
Clear starting points
Real projects vary. These ranges make it easier to decide whether a conversation is useful.
Website sprint
For a strong business with a weak or outdated digital front door.
Lead system sprint
For teams losing momentum between a website visit and a real sales conversation.
Search visibility
For businesses ready to compound their presence in local search and AI-assisted discovery.
Fixed scope and milestones. Third-party software, paid media, and content production are quoted separately when needed.
Founder-led delivery
Sourena is a Toronto-based software engineer and AI researcher who builds full-stack applications, automation systems, and applied AI tools.
His public work spans software engineering, trustworthy AI, cybersecurity, and smart-contract optimization. At Ariadne, he brings that systems mindset to practical business problems: understand the workflow, build the right system, and make the result measurable.
Work directly with SourenaDesign, code, and workflow decisions stay connected to the business problem.
Automations include visibility, failure alerts, and a practical manual path.
You receive the accounts, code, documentation, and data your system depends on.
Qualified conversations matter more than traffic screenshots and vanity charts.
Straight answers
If your question is more specific, put it in the teardown form. I’ll answer it directly.
sourena.khanzadeh@gmail.comOwner-led service businesses with a valuable inquiry, a small team, and a customer journey that includes a quote, consultation, or booking. If one new customer is meaningful and manual follow-up is slowing the team down, there is usually a useful system to build.
Answer engine optimization makes your business easier for AI-assisted search tools to understand and cite. It is not a trick or a separate magic channel. I start with the same durable foundations search engines recommend: crawlable pages, clear factual content, real expertise, consistent business information, and useful structured data where it fits.
No honest provider can guarantee a ranking, citation, or sales result. I can guarantee a defined scope, careful implementation, transparent measurement, and full ownership. We agree on the signals to improve—qualified inquiries, response time, booking rate, or visibility—then measure what changed.
Yes. Your business owns the source code, content, accounts, domain, and data. The handoff includes documentation and Git history, so another capable engineer can understand and maintain the work.
Usually not. The first step is understanding what already works. I prefer connecting the smallest reliable set of tools over adding another dashboard. If something should be replaced, you will see the tradeoff before we decide.
A focused website typically takes four to six weeks. A connected lead system is usually five to eight weeks. Content readiness, feedback speed, and third-party integrations can change that range; your proposal will make dependencies explicit.
Your practical starting point
Share your site if it is live—or describe what you plan to launch—and the part of the customer journey that feels stuck. I’ll return a concise teardown with three priorities, two quick wins, and an honest view of what is—or is not—worth rebuilding.
No guaranteed rankings. No 40-page auto-generated report. Just a useful first read.