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OPTIMISATION · 03Content · Engineering · Per market

GEO

How AI assistants describe your brand, corrected at the source. We produce the files the models actually read (structured data, retrieval directives, model feeds and owned-page edits), checked before they ship and opened as pull requests against your repo. (Full technical detail lives on the For technical teams page.)

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%
GEO · Content · Engineering · Per market | AYAN