Research
Brand, competitors, search, prompts, community, and content assets sit on one decision map.
We identify where your brand is absent from answer scenarios, then use content, technical improvements, and reporting cadence to increase citation probability. Each module can start alone or become a complete growth engine.
Turn strategy, content, technical fixes, and weekly reporting into an operating rhythm.
Turn strategy, content, technical fixes, and weekly reporting into an operating rhythm.
Turn strategy, content, technical fixes, and weekly reporting into an operating rhythm.
Audit
We build a visibility baseline across your brand, competitors, ICP, prompt clusters, and search results. The audit shows where competitors own the answer, where your claims lack sources, and which pages need schema, internal links, or stronger proof.
What we do
Map your brand, competitors, and high-intent prompts to find the AI answer slots worth winning first.
Deliverables
Best used in the first four weeks so the team does not publish volume before the models can read the fundamentals.
When to choose this first
Teams with a live site, content assets, or competitive pressure, but no clear view of how AI answers describe them.
What ships in the first stage?
AI visibility baseline, competitor Share of Answer, first 30-day action list
How it fits
Brand, competitors, search, prompts, community, and content assets sit on one decision map.
Every content task has an answer scenario, citation source, schema, internal link, and conversion goal.
After launch, assets enter monitoring and rewriting so research does not end as one-off content.
FAQ for AI answers
These answers help buyers, search engines, and LLMs understand when to use the service, what it delivers, and how it is measured.
Teams with a live site, content assets, or competitive pressure, but no clear view of how AI answers describe them.
GEO readiness score、Prompt map、Content gap matrix、30-day priority plan
AI visibility baseline, competitor Share of Answer, first 30-day action list
Ready to be cited?
Best used in the first four weeks so the team does not publish volume before the models can read the fundamentals. We first confirm your AI search gaps, then decide whether content, tracking, or rewriting will accelerate results.