Skip to main content

    AI Automation work

    Every engagement where ai automation was part of the build, across all thirty industries we publish in.

    Industry
    Proof type

    4 entries

    Project ShowcaseReal client work that shipped. No performance figures are published, because none have been verified and approved for release.Franchise & Multi-Location

    Field-level ownership: a location record that lets a franchisee fix the hours without renaming the brand

    Listing drift in a franchise is almost never sabotage — it's two people with legitimate reasons to edit the same record and no agreement on who owns which field. This is the governance pattern that splits ownership field by field and detects drift by diffing rather than auditing.

    Local SEOGoogle Business ProfileReporting    Capability ModelA modelled capability, not a client account. Figures illustrate what the model produces and are labelled as modelled wherever they appear.Franchise & Multi-Location

    97.9% of franchise locations have claimed their profile; only 35.9% appear in the Google 3-pack

    The first-generation listings problem is solved and the industry is still selling the solution to it. The gap between claiming a profile and ranking in the pack is the entire opportunity, and none of the work inside it is claiming work.

    Local SEOGoogle Business ProfileReporting    Capability ModelA modelled capability, not a client account. Figures illustrate what the model produces and are labelled as modelled wherever they appear.Franchise & Multi-Location

    Gemini names a specific franchise location 11.0% of the time, ChatGPT 1.2% — and AI answers get the details wrong about a third of the time

    The three assistants disagree by roughly ninefold on how often they will name a specific location, and all of them are reading location data that is wrong about a third of the time. The model funds the accuracy problem, which is controllable, and tracks the recommendation rate, which is not.

    AEO GEOLocal SEOGoogle Business Profile    Capability ModelA modelled capability, not a client account. Figures illustrate what the model produces and are labelled as modelled wherever they appear.Healthcare & Medical

    62% of patients have avoided a provider over a review — and replying to one is a compliance decision

    Reputation is the cheapest media a practice owns and the only channel where the reply itself is regulated. This model treats review operations as a media-efficiency programme with a compliance constraint written into the first line of every template.

    Google Business ProfileLocal SEOReporting