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Batch discovery
Scan high-value topics, real queries, competitive mentions, and trusted-source opportunities all day.
GEO Expert
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Before
User phrasing varies endlessly; manual keyword lists miss high-value queries and emerging needs.
Teams struggle to learn which facts, structures, and sources AI prefers—good content methods don't scale fast.
Low visibility, no-mention gaps, and knowledge holes sit in reports instead of becoming content and publish tasks.
After
Track real queries, brand mentions, competitor answers, and citation sources at scale—surfacing opportunities manual search misses.
Rank P0/P1/P2 by business value, competition, and knowledge readiness—then generate content plans, schedules, and tasks.
Generate or rewrite content from brand facts and trusted sources—evaluating structure, evidence, readability, and citation readiness.
Track visibility, mention rate, and citation sources—turning no-mention and low-score queries into knowledge tasks automatically.
Autonomous agent loop

01
Scan high-value topics, real queries, competitive mentions, and trusted-source opportunities all day.

02
Prioritize by value and gaps, then auto-link content, schedules, owners, and budgets.

03
Generate or rewrite citable content and push publish and distribution within approval bounds.

04
Track PAWC visibility, brand mentions, citation rates, and specific source changes.

05
Turn low-score and unmentioned queries into knowledge fill and next-round content tasks.
Opportunity reasoning | Continuous scanning
The agent reads queries, answers, sources, and brand mentions in bulk—prioritizing P0/P1/P2 investment.


Effect evolution | Traceable
Track PAWC visibility, citation rate, and specific sources—writing effective content patterns back into the next strategy.

Brand knowledge | Active execution
When queries go unmentioned or score low, generate content, assets, or knowledge tasks directly.
Application cases

The agent keeps identifying purchase and usage queries, ranks by value, generates content and schedules, and adjusts as mentions and citations change.

When the brand isn't mentioned, the agent links product docs, cases, and trusted sources—generating knowledge and publish tasks.
Bring your brand, category, and target user questions—see how the agent finds gaps, builds plans, and drives citation growth.