How Carbon Removal Startups Frame Novelty for Higher Sales
Linking present actions to future possibilities proves more effective than causal claims
1Temporal framing strategy
The study examines how carbon removal ventures use temporal grammars of novelty—connecting present actions to future possibilities—as a framing strategy. This approach, rooted in George Herbert Mead's philosophy, helps articulate novelty without relying on causal explanations. Ventures employing this method show higher sales volumes compared to those using explicit causal language.
2Newer technologies benefit
Startups deploying newer, often unproven technologies achieve higher sales when they frame their work using temporal grammars. This contrasts with ventures that rely on detailed causal claims about how specific features will produce outcomes, which negatively correlates with sales performance.
3Website language analysis
Researchers analyzed the language used on carbon removal company websites, applying dictionary, dependency parsing, and large language model approaches. The study traced how temporal grammars of novelty are employed and linked this usage to actual sales data, revealing a clear pattern of effectiveness.
4Present-future connection
Effective framing involves linking current activities—such as designing, building, or deploying technologies—to future possibilities at scale. This approach makes novel technologies appear more credible to potential buyers, as it emphasizes the transformative potential rather than untested causal mechanisms.
5Causal language pitfalls
The study found that detailed causal language—explanations of why or how specific features will produce outcomes—does not aid sales and may even hinder them. Over-specified causal certainty appears less credible to buyers compared to narratives that pair present action with future promise.
6Novelty without causality
The research challenges conventional views of novelty by demonstrating it can be effectively framed as referential rather than causal. This insight comes from observing how environmental entrepreneurs successfully communicate unproven technologies without relying on mechanistic explanations.
7Managerial implications
For carbon removal entrepreneurs, the findings suggest emphasizing what their technologies are doing now and what they could enable in the future, rather than making precise causal claims. This temporal framing strategy appears more persuasive to potential buyers in this emerging market.
8Broader applications
While focused on carbon removal, the study's insights about temporal framing of novelty may apply to other sectors where entrepreneurs must communicate unproven technologies. The findings could influence how startups across cleantech and other emerging fields position their innovations to investors and customers.