A4 · Stage 2 — Fix: the fix, in code
Gap Closure· GEOan executable fix package
Being found, included and cited when an AI generates an answer — at answer time, from the live web.
Read the definitionYou have the diagnosis, but no capacity to build the fixes. The Gap Closure doesn't hand you another advice list — it delivers ready-to-insert code and copy.
The Machine equityMachine equity is the business asset that arises from AI systems being able to recognize, understand, recall, recommend — and, on a user's behalf, transact with — a brand. Composed of three layers: rented reach (retrieval visibility), owned memory (trained model recall), and machine buyability (agent-side transactability). Measured honestly only as a portfolio of ranged, per-layer metrics — never as a single blended score.
Read the definition loop
Machine equity is the business asset that arises from AI systems being able to recognize, understand, recall, recommend — and, on a user's behalf, transact with — a brand. Composed of three layers: rented reach (retrieval visibility), owned memory (trained model recall), and machine buyability (agent-side transactability). Measured honestly only as a portfolio of ranged, per-layer metrics — never as a single blended score.
Read the definition- 1 · MEASURE — where you stand and which questions matter (Citation Tracker, Selector)
- 2 · FIX — why the AI skips you, fixed in code (Gap Analysis, Gap Closure)
- 3 · ANCHOR — an unambiguous entity, present where models learn (Entity Anchor, Corpus Campaign)
- 4 · PROVE ↺ — closed-book baseline and the delta at every new model generation (Model Memory Audit, Release Audit)
KG Doctor and the Claim Coherence Engine — the studio's own instruments — serve the entire loop.
AVE Studio doesn't run short-term campaigns: we build our partners' machine equity, across model generations.
Most audits end exactly where implementation should begin: you get a list of findings, and the fixes don't materialize for months. The Gap Closure turns the Gap Analysis results into an immediately executable package. It produces structured-data code — JSON-LD —, ready FAQ copy, an llms.txt file, outlines for new pages, and modifications fitted to your live site's HTML, ready to paste in.
A task card like this is produced for every uncovered gap. You don't get a generic SEO finding — you get a precise instruction: what to build, how to integrate it, how much work it takes, and which buyer questions it addresses.
If the system doesn't know a required piece of data — a company detail, say — a clearly marked fill-in field is left in its place. We don't invent data on your behalf; the system's operating rules rule it out.
The "What the better-performing pages do" section summarizes the measured practice of the pages recommended instead of you: their structured data, content freshness and answer format.
Reports are delivered in Hungarian and English.
◇ marks illustrative data — example readouts, not measured client results.
Every service runs on an application we built in-house for exactly this job — not manual spreadsheets, not general-purpose tools.
A code-and-copy generation system with a built-in quality gate: a report with an overreaching claim cannot ship, and missing data stays a marked field.
01For the developer
Paste-ready code, structured data, technical fixes and page-level modifications, in separately downloadable files.
02For the site editor
Ready copy blocks, FAQ content and page outlines, fitted to precisely marked places on the page.
03For the marketer
Content and presence tasks with a clear sequence and a concrete execution plan.
Executable materials, not generic advice
You get code and copy fitted to your own website's structure. Every file downloads directly from the report.
Invented data cannot get in
Unknown data points remain clearly visible fill-in fields. The system's architecture doesn't allow it to fabricate a missing fact.
Clear limits and effort estimates
The report states precisely what each task solves and what it doesn't promise. It gives an execution order and estimated effort — not a misleading score.
Automated quality check before release
The report cannot be published if it contains an overreaching or disallowed claim. An automated check blocks it.
The exact contents of the package depend on the client and the given measurement's results. We commit to the types of deliverables — code, FAQ, page outlines, llms.txt, HTML modifications and an action plan — not to a fixed count. We give no guarantee of improved rankings or naming rate. Reports are delivered in Hungarian and English. The inputs are the Gap Analysis results and your company description. ---
- How much does gap closure cost?
- The ready-to-paste deliverable package starts from €490 (net). If you want us to implement it (done-for-you), that starts from a further €565: after scoping we quote a fixed price — not an open-ended hourly engagement.
- What do I receive?
- Ready-to-paste fixes: schema code, FAQ blocks, page outlines, an llms.txt file and a developer task sheet your web partner can execute without further interpretation. We do not hand over advice — we hand over work.
- Do I get advice or finished work?
- Finished work. In the deliverable package every asset is paste-ready and your team or developer implements it. In the done-for-you variant we touch the code ourselves, at a fixed pre-agreed price. Neither variant creates a months-long retainer dependency.
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