Find what's broken.
Ship the fix.
Every engagement starts with a scan and ends with merged PRs your team owns. Whether the fix lives in search, infrastructure, or your agent stack depends on what the scan turns up.
The gap isn't a number on a scorecard.
It's the traffic your market is capturing.
We audited 4,688 service-business sites against our 63-metric answer-engine scorecard, then measured median organic search traffic on both sides of the bar. The sites that clear it capture roughly 14× the organic search traffic — holding in every industry we tested.
Source: TetsuKodai 2026 service-business audit cohort · n = 4,688 audited; organic traffic measured on the n = 2,525 sites with Apollo-verified revenue · study slug aeo-invisibility-impact. See the study →
How an engagement actually runs.
Three steps, no theater. Every engagement starts the same way — with a clear-eyed look at what's actually there before anyone touches a line of code.
- 01
Start with the audit
The free scan on this site is a 17-metric snapshot — enough to see whether AI can read you. The engagement starts where that leaves off: the same scoring engine behind the research above runs your site against the full scorecard — 63 canonical metrics, 120+ signals in all — and extends to whatever matters to your stack: name a thing worth checking and it becomes a signal. Search, infrastructure, or agents, wherever the risk lives.
Duration · 1–2 weeksDeliverable · prioritized findings, ranked by impact - 02
The gap report & walkthrough
We go through it together — one-on-one, not a PDF lobbed over the wall. A comprehensive readout in plain English: exactly what's broken across the stack, how far you trail your industry leader, what the gap is costing you in traffic and revenue, and the order we'd fix it in.
Format · written report + one-on-one walkthroughDeliverable · the gap, quantified, and a punch list - 03
Implementation
We ship the fixes as reviewed PRs your team owns — whatever the audit turned up, on a weekly cadence. Code, tests, and docs, not drive-by recommendations. You own it the day we're done.
Cadence · weekly merged PRsDeliverable · the gap closed — and yours to keep
Infrastructure Engineering
Application architecture, CI/CD, observability, incident response. We harden what you already have and make it boring to operate.
Search & Growth Optimization
Crawl diagnostics, rendering audits, structured data, Core Web Vitals — and answer-engine optimization for when AI is doing the reading.
Custom Agentic AI Solutions
Agent design, eval harnesses, internal tools, workflow automation. We start with the workflow and choose the model last. No demos without evals.
You're already looking at the work.
This site, the comprehensive gap report above, and the scoring engine behind the numbers — Claude subagents running the entire data-analysis pipeline, auditing thousands of businesses and running the statistics — were designed and shipped right here. AEO is one lens. The practice is building and shipping full agentic systems and complete SaaS products, end to end.
Like what you see? You could have a system — or a site — just like it, wired to your data. Let's set it up for your business →
Public floors. No quote-gate.
Every engagement starts with an audit and ships as code you own. Here's where each shape starts — the rest gets scoped in the audit conversation, not buried in a tier grid.
A fixed-scope diagnostic of one stack — crawl, render, schema, infra, or agent evals. You leave with a prioritized punch list, not a sales deck.
We merge the fixes. Scoped straight from the audit and shipped on a weekly cadence as reviewed PRs your team owns the day we're done.
Standing engineering capacity — a monthly rhythm of audits, fixes, and review for teams that want the bar held, not just raised once.
Full deliverables, scope, and timeline get set live — in the audit conversation, on your scan results, or a direct call. No checkout page, no commitment menu.
What it's like on the other side of the fix.
[ Search / AEO client — what they couldn't see, what the scan surfaced, and what changed once the fixes shipped. One or two sentences, in their words. ]
[ Infrastructure client — the reliability or cost problem, what the audit found, and what shipped. Keep it concrete and quantified. ]
[ Agentic AI client — the workflow they automated, why the evals mattered, and the result they got. ]
Seen what it costs?
Let's scope the work.
A short call to figure out what's actually broken, what's worth fixing first, and what it'll run — no deck, no pressure. By the way, the scan is free whether or not we ever talk.
Book a callNot ready to talk? Scan my site free →