Whitespace studies
Most empty space is empty for a reason.
Finding a gap in a patent landscape is easy — plot anything and holes appear. The hard part is telling a real opening apart from a thin corpus, a vocabulary mismatch, or an idea that simply does not work. So every gap is attacked before it is reported.
Hypothesis strength
multiplicativeStrength is the product of its pillars, not their average. One collapsed pillar collapses the score — a beautifully rare gap with no evidence behind it does not get to rank highly.
Validation record
6 attacks plannedFive attacks ran, one could not — and the reason is recorded. A study that quietly skips its own tests would report a stronger result than it earned.
Pipeline
5 stages, audited end to end
Gap taxonomy
10 reasons a space is empty
Validation
6 attacks, 6 diagnostic gates
Handoff
Straight into novelty search
The pipeline
Five stages, and the last one exists to destroy the first four.
Discovery is the cheap half. The validate stage is adversarial by design: its job is to refute what the earlier stages proposed, and a hypothesis is only interesting once it has been through it.
- 1
Frame the field
FIELD_MAPThe scope is written down first — concepts, classifications, explicit exclusions, and the assumptions being made — so the study has a definition you can argue with before any compute is spent. Every edit to it is recorded on an audit trail.
- 2
Cluster the corpus
CLUSTERDocuments from 2000 onward are embedded and split into clusters, and each cluster is graded well-defined, usable, or diffuse. A diffuse cluster is reported as diffuse rather than dressed up as a finding.
- 3
Measure density, rarity, and divergence
SIGNALSFiling density over time, term divergence between clusters, claim-element families, and genuinely rare feature pairs. This is where an absence starts to become measurable instead of anecdotal.
- 4
Read the rare region closely
DEEP_DIVEThe sparse pairs are examined against the documents that surround them, to establish what is actually claimed nearby and what the gap is bounded by.
- 5
Attack the hypothesis
VALIDATEEach candidate opening is then actively attacked — six adversarial search strategies and six diagnostic gates. A hypothesis that survives has been shot at; one that does not is recorded as refuted, with the query that refuted it.
Six gates
Before you call it an opportunity, rule out the boring explanations.
Each gate is a specific reason a region of a landscape can look empty without being available. They return passed, passed with weakening, failed, advisory, or unassessed — and unassessed is reported honestly rather than treated as a pass.
G1 · Data
Is the corpus even dense enough here to support a conclusion?
G2 · Terminology
Does this exist under another name?
G3 · Adjacent claims
Is a neighbouring claim already reading on it?
G4 · Feasibility
Is it empty because it cannot be built yet?
G5 · Commercial
Is it empty because there is no market?
G6 · Regulatory
Is it empty because regulation forecloses it?
Attack strategies
Six ways to try to prove your own finding wrong.
Each attack is a real search with a recorded query and hit count, and each returns clean, weakening, or refuting. A refuting result means the full combination already exists — better to learn that here than in an examination report.
Synonym shifted
SYNONYM_SHIFTEDThe same idea in other words.
Semantic paraphrase
SEMANTIC_PARAPHRASEThe same idea, restructured.
CPC adjacent
CPC_ADJACENTThe neighbouring classifications.
Assignee pivot
ASSIGNEE_PIVOTWhat the obvious filers already hold.
Red team
RED_TEAMA deliberate attempt to refute it.
Literature
LITERATURENon-patent publications.
Gap taxonomy
Ten reasons a space is empty. Only one of them is good news.
A study does not return 'whitespace found'. It returns which kind of emptiness it found, which is the difference between a filing opportunity and a warning that your corpus is too thin to say anything.
Genuine
GENUINESurvived the attacks and the gates. A real opening that appears both unclaimed and worth claiming.
Patent whitespace
PATENT_WHITESPACENothing in the patent record — but the literature or the market may already know about it.
Claim whitespace
CLAIM_WHITESPACEPresent in disclosures but never claimed. Often the most useful kind, and the easiest to miss.
Data whitespace
DATA_WHITESPACEThe gap is in the corpus, not the world. Coverage is too thin here to conclude anything — and the study says so.
Terminology whitespace
TERMINOLOGY_WHITESPACEThe idea exists under different words. An artefact of vocabulary, caught by paraphrase and synonym attacks.
Scientific whitespace
SCIENTIFIC_WHITESPACEPublished in the literature but not carried into patents.
Product whitespace
PRODUCT_WHITESPACEShipping in products without patent coverage.
Technical feasibility
TECHNICAL_FEASIBILITY_WHITESPACEEmpty because it does not work yet. The gate that most often explains a suspiciously clean result.
Commercial whitespace
COMMERCIAL_WHITESPACETechnically open, commercially uninteresting. Nobody filed because nobody would buy it.
Regulatory whitespace
REGULATORY_WHITESPACEBlocked or shaped by regulation rather than by the state of the art.
What happens next
A surviving hypothesis becomes an invention you can search and draft.
Converting a hypothesis rewrites it into the same feature shape the novelty search and drafting flows already consume — with no new model call and no new claims invented at the boundary. The study's own audit trail travels with it: scope, runs, edits, hypotheses, challenges, and notes.
Point it at a field you already know well.
Run a study on a technology area you have opinions about. The gates and the attack log will tell you quickly whether the result is worth anything — including when the honest answer is that the corpus cannot support one.
Trial requests are reviewed by a person, usually within one business day. No card, no auto-renewal.