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 just a number on a scorecard.
It's the traffic your market is capturing.
We audited 6,156 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 ≈ 6,156 audited; organic traffic measured on the n = 2,525 sites with Apollo-verified revenue · study slug aeo-invisibility-impact · all-sources cross-validation, 2026-06-17. 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 AEO scan is a 17-metric snapshot — enough to see whether AI can read you, with the indexability slice of the full audit included free. The full audit goes the distance: the audit runs and collects over 120 signals — performance metrics, the on-page signals that drive answer engines, live traffic data from DataForSEO, and revenue data from Apollo.io. The complete scorecard comes with the paid one-on-one.
Duration · 1–2 weeksDeliverable · prioritized findings, ranked by impact - 02
Competitive gap analysis
We go through it together, one-on-one. Every scorecard metric explained — what it does, why it matters, how to fix it. Then we place you against your real competition, narrowed to your location, on traffic and on grade. You leave knowing exactly where you stand.
Format · scorecard walkthrough + market placement, one-on-oneDeliverable · every metric explained and fixable — and where you rank locally - 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.
Everything on this page — the site itself, the competitive gap analysis above, and the scoring engine behind the numbers — was designed and built in-house. AEO is a single application of that capability. The broader practice is designing and shipping full agentic systems and complete SaaS products, end to end.
The same can be built for you — a system, or a site, wired to your data. Start the conversation →
Point the engine at your whole market.
The same engine behind the study above doesn't only grade pages. Aim it at your competitive landscape and it runs the analysis end to end — then synthesizes the findings into articles a human can actually read in a few minutes, not a sixty-tab spreadsheet. We have the infrastructure. You get the brief.
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.
Not ready to talk? Scan your site free →