Intent
The job the searcher expects to complete, with mixed intent called out.
Keyword opportunity research
SEOForge turns a market, product and audience into a defensible opportunity backlog. Each candidate carries intent, business fit, SERP composition, current site coverage, difficulty evidence and a recommended next artifact.
Opportunity shortlist
oauth vs api key
intent · comparison
rotate api credentials
intent · how-to
api key security
intent · guide
Customer problem
Volume-heavy lists ignore whether a query serves the buyer, duplicates an existing page or sits inside a SERP the site can credibly compete in.
Input → finished output
Input: developer security product, US market, engineering managers, repository docs + blog.
Output: a ranked opportunity packet led by “OAuth vs API key,” recommended as a comparison article with an implementation decision tree.
Research workflow
Define audience, market, product motions and exclusions
Evidence, owner and next state remain visible.
Expand seed topics using customer language and provider observations
Evidence, owner and next state remain visible.
Inspect intent, SERP features and representative ranking pages
Evidence, owner and next state remain visible.
Compare candidates with the existing site and active calendar
Evidence, owner and next state remain visible.
Score business fit, evidence confidence, effort and differentiation
Evidence, owner and next state remain visible.
Route the approved opportunity into a content brief
Evidence, owner and next state remain visible.
Decision surface
The job the searcher expects to complete, with mixed intent called out.
Connection to a real audience, product capability and conversion path.
Timestamped provider observations, visible SERP features and site coverage.
Duplicates, weak-fit traffic and unsupported claims removed from the queue.
Human review
Approve the opportunity, change its content type, defer it or reject it. Approval reserves capacity for briefing; it does not publish content.
Capacity and measurement
Plans bound provider lookups, active markets and production capacity. After publishing, the opportunity is measured by query coverage, qualified engagement and conversions—not volume forecasts alone.
Questions
No. Intent, business fit, current authority, SERP composition, differentiation, effort and confidence also matter.
Yes. Imported candidates go through the same evidence and duplication review.
No. Competitor coverage is one observation; the proposed page must serve your audience with an original purpose.
The prioritized opportunity, intended page type, audience, scope and capacity reservation.
No. Forecasts are planning inputs, not promises of impressions, clicks or revenue.
Paid deployment · human authority
Choose a paid plan to connect your site, markets and provider capacity to the Content Growth pipeline.