We study one thing:
who gets cited in the AI era.
GKM Research is a research firm. We study how AI decides what to cite, then write your expertise into the answers it wants to cite.
Consultants set direction, the AI line delivers scale
Which opportunity is worth taking, in what language, with what risks. Calls that need experience are made by people.
82 standing agents split the work: data, analysis, production, review, measurement, optimization. They never sleep and never miss.
One consultant cannot cover a whole market. AI without judgment writes fluent but useless content.
A domain that has been cited gets cited more easily next time. The earlier you compound, the bigger the gap.
Four things we never do
- No polished numbersEvery figure carries a measurement receipt. Measured and projected are labeled separately.
- No big promisesEstimates are always conservative. Surprises belong in results.
- No invented casesCases are anonymous, industry only. Unmeasured results stay blank.
- No lock-insReports, strategy, and dashboards are yours. Leave anytime.
High-volume keywords have the fiercest competition and the fuzziest intent.
We hunt keywords with high commercial intent, low competition, where the searcher is the decision maker. At 200 to 2,000 monthly searches, each one maps to a purchase or an inquiry.
The human dimension: user behavior, linguistics, group trends, consumer psychology.
The machine dimension: search engine mechanics, structured data, AI citation models, user experience.
The real-world dimension: strategy and business models, industry economics, data analysis, content marketing, industry observation.
Every client analysis flows back to sharpen the next call. A lesson from one client is only promoted to a general rule after at least two clients verify it. Client data stays isolated.
Better than reading our method: seeing your own numbers
A 30-minute call measuring, engine by engine, whether you are being cited today. The audit is free, with no obligation.