Mine the Demand
Continuous query harvesting across sources, sized for your market. Two weeks to the first full map.
Grapes Worldwide's Keyword agent mines search demand at scale, clusters queries by intent, flags cannibalisation and volatility, and scores every opportunity before a brief is written.
Put Keyword Research on AutopilotSearch engines love us. More importantly, so do clients. From industry leaders to ambitious challengers, we make sure they reach the right audience. For us, SEO isn’t just rankings, it’s real impact.
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Keyword research usually dies in a spreadsheet built six months ago. Our Keyword agent keeps it alive: continuous query mining across your market, clustering by intent rather than string similarity, cannibalisation and volatility watched weekly, and every opportunity scored for revenue and effort before it earns a brief. Strategists stop maintaining lists and start making decisions.
Demand harvested continuously from search, AI engines, communities, and your own site data, far beyond what manual tools surface.
Queries grouped by what the searcher actually wants, so one page serves one intent instead of five pages fighting for five variants.
Ranking turbulence watched per cluster, so strategy adapts when the results page changes character, not after traffic falls.
Pages competing for the same intent found automatically, with the consolidation call prepared before traffic splits deepen.
Every cluster scored for demand, difficulty, revenue proximity, and fit, producing a ranked list that respects commercial reality.
The living map of which page owns which intent, kept current as content ships and the market moves.
Winning opportunities hand off to the Content Agent as structured briefs: intent, proof points, structure, and target outcomes attached.
Five stages, one goal: a demand map that stays current and scores what to do next. Run for B2B and consumer brands across five countries.
Continuous query harvesting across sources, sized for your market. Two weeks to the first full map.
Queries grouped by what buyers want, with cluster-to-page ownership assigned.
Demand, difficulty, and revenue proximity combined into a ranked backlog.
Volatility and cannibalisation tracking live, with alerts tuned to your risk appetite.
Winning opportunities flow to the Content Agent as structured, evidenced briefs.
The Keyword agent runs sub-agents across the demand workflow: miners harvest queries around the clock, clusterers keep intent groups current, volatility watchers per cluster flag when the results page changes character, and scorers keep the backlog ranked as the market moves. At Grapes, every agent workflow ends at a human desk, where your strategist owns the rankings and approves every brief.
Agents harvest new demand from search, AI engines, and community sources weekly.
Your strategist curates the sources.
Agents keep clusters current as language and demand shift.
Strategists approve new cluster formation.
Agents find pages fighting for the same intent and draft the consolidation call.
Your strategist decides merge or differentiate.
Agents flag cluster-level turbulence and SERP character shifts.
The strategist owns the response plan.
Agents keep the backlog ranked on demand, difficulty, and revenue proximity.
Your PM sets the commercial weights.
Agents turn approved opportunities into structured briefs with evidence attached.
Writers and strategists approve every brief.
What changes for you
AI multiplies our output. It never replaces our judgment.
The questions CXOs ask us before signing, answered straight.
It runs keyword research as a living system: continuous query mining, intent-based clustering, cannibalisation and volatility detection, and opportunity scoring that ranks what to act on by demand, difficulty, and revenue proximity. Strategists receive a ranked, evidence-backed backlog instead of maintaining a spreadsheet.
Tools return lists; the agent returns decisions. It clusters by intent rather than string similarity, catches pages cannibalising each other, watches volatility per cluster, scores opportunities against your commercial reality, and hands approved winners to the Content Agent as structured briefs. The tool is lookup; the agent is the analyst.
Finding multiple pages competing for the same intent, which splits authority and confuses engines about what to rank. The agent spots overlaps from live traffic and ranking data, drafts the consolidation call, and tracks that the fix worked, before the split costs you the cluster.
Yes; mining captures question and conversational demand from AI engines alongside classic search, and clusters them into the same intent map, so your content programme serves both the results page and the answer engines from one plan.
On demand, difficulty, and revenue proximity: how many people want it, how hard the cluster is to win given your authority, and how close the intent sits to revenue. Weights are agreed with you, so the ranking reflects your strategy rather than a generic formula.
Directly: approved opportunities flow to the Content Agent as structured briefs with intent, target outcomes, proof points, and structure attached. The handoff is a contract, so writers start from evidence instead of archaeology.
Because scored demand beats opinion: 5 times online sales for Siyaram's and 7 times conversion uplift were built on knowing exactly which intent to serve next, across five offices.