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OPTIMISATION · 03Content · Engineering · Per market

GEO

Generative Engine Optimisation. The artefacts models actually consume — schemas, directives, feeds, owned-page edits — generated, validated and shipped to your repo.

Capabilities
JSON-LD schemas

Brand, Product, Organization, Review. Validated against Schema.org with diff-ready PRs.

llms.txt directives

Allow, cite, reject. Spec your retrieval scope to model crawlers.

MCP feeds

Live brand-attribute feeds for Anthropic / OpenAI MCP-compatible surfaces.

Owned-page briefs

Topic, claim, proof, voice. Briefs that close the gap, not generate filler.

Retailer copy

PDP and listing copy aligned to your brand truth — across third-party retail.

Validation harness

Before-merge tests for retrieval shape, schema validity, MCP response stability.

Sample output · Week 14
SCHEMAS
JSON-LD · validated
24
MCP FEEDS
3 markets · 2 models
6 LIVE
CLOSURE
Probe → verify median
7d
PR-READY
Merged without rework
92%
AYAN

AI Brand Intelligence — instrumented. Probe, attribute, generate, deploy, verify. The loop that keeps your brand consistent across every model.

Product
Trust
Company
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