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Sherlock OS — the search marketing operating system.

It models your business first. Then it reasons. Then it optimizes. Then it learns.

Sherlock OS optimizes a business, not a keyword.

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Built by Sherlock SEO Agency · Used daily to run our own agency and its clients

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01 · Business model

what the business must achieve

Goal: 30 qualified leads / month

Offer: emergency call-outs — highest margin

Market: Antwerp + surrounding areas

→

02 · Knowledge model

one shared brain

entity: Acme Plumbing — serves → Antwerp

topic: emergency plumber — 214 queries as evidence

competitor: FixFast — direct, stronger on boilers

→

03 · Continuous measurement

tracked against the goal

Qualified leads: 24 of 30 — on track

“emergency plumber antwerp” #3 → #8

Wasted ad spend €212 — flagged

04 · Autonomous improvement

proposals, not surprises

Rewrite /emergency-plumbing — awaiting approval

Exclude non-converting search terms — applied

Outcome measured → written back to the model

↺ learningEvery measurement, change and outcome enriches the knowledge model — the next proposal starts smarter than the last.
Product illustration — the knowledge loop: business model → knowledge model → continuous measurement → autonomous improvement. Not live data.

It starts at your business, not at keywords

Most tools start at keywords. Sherlock OS starts at your business goals and works down: goals → KPIs → drivers → actions. Search is where those actions land — not where the thinking starts.

SEO is a consequence. Not the starting point.

The living knowledge layer covers products · services · audiences · locations · competitors · propositions · business goals · KPIs · conversions · customer journey · content · entities · relationships.

One shared brain

Sherlock OS builds a digital representation of your business: its business model, its ontology and knowledge graph, its semantic relationships, its authority, its historical decisions and its customer context — the AI memory every agent works from.

Not multiple chatbots. One shared brain — every agent reasons from the same knowledge layer.

Semantic SEO is the engine

Not keyword lists — topical authority, entities, intent clusters, coverage and knowledge gaps, modelled in four layers: concept → keyword → search intent → content.

Every website is an entity definition file.

Relevance beats volume: a zero-volume query that matches exactly what your business means often converts better than a thousand generic clicks.

Measurement is a closed loop

  1. 1 · Business objectives

    What the business must achieve.

  2. 2 · Goals

    Translated into marketing goals.

  3. 3 · KPIs

    The numbers that prove them.

  4. 4 · Metrics

    Measured from your real data.

  5. 5 · Dimensions

    Segmented so they are actionable.

  6. 6 · Actions

    Proposed by agents — executed after your approval.

  7. 7 · Measurement

    Every change tracked against the outcome it promised.

  8. 8 · Learning

    The result feeds the model. The loop closes.

It optimizes business outcomes, not traffic.

It learns — and it remembers

Every measurement, every change and every outcome enriches the model. Judgments, corrections and results persist — so the next proposal starts from everything the last one learned.

Sherlock OS remembers and learns. A chat conversation doesn't.

It knows your market, not just your site

Sherlock OS models competitors as market data: it crawls them, probes the live SERPs, reads search intent from what actually ranks, and maps content gaps and topical authority — so it knows where you stand and where the market is moving.

Why not ChatGPT plus a dashboard plus an SEO tool?

A chat assistant forgets your business between conversations. A dashboard hands you charts. An SEO tool hands you keywords. All three leave the work — and the thinking — to you.

Sherlock OS builds a digital representation of your business and lets specialized agents operate on it.

Sherlock OS doesn't answer questions. It operates your marketing — proposing and executing the next best action, after your approval.

Specialized agents, one cockpit

Research, content, site-edit, review and intake agents each do one job, each with bounded permissions — all operating on the shared knowledge layer. Every action is auditable and reversible.

sherlock os — cockpit
ClientsAgentsWork itemsApprovalsKnowledge

Organic clicks · 28d

12.4k

▲ trending up

Wasted ad spend

€212

▼ flagged for review

Money keywords top 10

34

▲ 2 new this week

signal“emergency plumber antwerp” dropped #3 → #8 — likely cause: competitor published a dedicated service page
agentYour page answers the query in paragraph six. I drafted a fix that answers it in the title and the first line.
work itemRewrite /services/emergency-plumbing — claimed by content agent · awaiting approval

proposed change

/services/emergency-plumbing — rewrite title, add answer-first intro

- Our services — Acme Plumbing

+ Emergency plumber in Antwerp — on site within the hour

+ Burst pipe or blocked drain? Call now, we dispatch 24/7.

ApprovePreview

Reversible — undo stays available.

Product illustration — the cockpit and the agent's approval flow. Not live data.

Under the hood

  • Open to your AI agentsSherlock OS speaks MCP, the open protocol AI assistants use — connect Claude, ChatGPT or your own agents with a scoped API key, under the same permissions and audit trail as everyone else.
  • IntegrationsGoogle Search Console · Google Analytics · Google Ads · Meta Ads · Bing Webmaster Tools · WordPress · SERP & market data
  • Security & permissionsApproval-first: every action starts as a proposal. Agents and integrations get scoped keys — audited and metered. Google connections are read-only. Website edits are bounded, previewed before they run, and reversible.

Request your operator

We onboard a limited number of businesses while Sherlock OS learns from real production use.

Current focus: agencies · multi-location businesses · SMEs

We use your details only to follow up on this request and never share them with third parties.

Agency or partner? Mail info@sherlockseo.com about running Sherlock OS for your clients.

Google API access — what Sherlock OS connects to

Sherlock OS is operated by Sherlock SEO Agency for the agency's own work and the clients it manages. It gathers performance data from the accounts each user explicitly authorizes and assembles it into reports and dashboards, insights and — where permitted — actions.

With your explicit consent, Sherlock OS connects to the following Google APIs to retrieve reporting data for accounts you own or manage. These Google integrations are used for reporting and analysis on the scopes you grant:

  • Google Ads APIread-onlycampaign, keyword and account performance metrics.
  • Google Search Console APIread-onlysearch performance and indexing data.
  • Google Analyticsread-onlywebsite traffic and engagement data.

Sherlock OS can — depending on the permissions granted and the integrations in use — analyse data, make recommendations and carry out actions on the user's behalf. The available capabilities differ per connected service and are always bounded by the authorizations granted. Website content changes are made through WordPress credentials the site owner provides — never through Google APIs.

Privacy & data use

Sherlock OS's use of information received from Google APIs adheres to the Google API Services User Data Policy, including the Limited Use requirements. See our Sherlock OS Privacy Policy and Sherlock OS Terms of Service for details.

Contact

Sherlock SEO Agency — info@sherlockseo.com

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