The source records that 60-75% of B2B buyers perform technical research before contacting sales. Because this JSON includes no supporting study URL, sample definition, geography, or collection period, the range should be treated as previously published benchmark material rather than a verified market-wide fact.
The apparent metric is the share of buyers undertaking some form of technical research before direct sales contact, but the underlying source would need to define technical research, buyer role, company type, and whether operators, service providers, manufacturers, or a mixed population were included.
A separate source statement says roughly 70% of the decision process occurs before contact. That wording is not enough to establish what a decision process means, how progress was measured, or whether search activity had any causal role.
For broader strategic context, use the oil and gas SEO page. Decision use: compare first-party pre-contact queries, landing-page visits, document interactions, and inquiries under a stated attribution model. Previously published source label: B2B search behavior analysis.
The source also reports that long-tail technical queries have a 15-25% higher conversion rate than broad industry terms. That comparison remains unresolved because the JSON does not define the conversion event, long-tail classification, broad-term comparison group, sample, or analysis period.
Do not infer that query length itself produces stronger outcomes. Instead, separate broad discovery from specific product, application, service, specification, and troubleshooting intent, then compare equivalent outcomes with a consistent event definition.
Decision use: build query reporting that connects each intent group to a defined action such as a qualified inquiry or specification download, and test whether the recorded pattern appears in your own data. Source label preserved from the original: Energy sector search data.