The buyer stops being a person reading a page and becomes software reading data, which changes what influences the decision.
Presentation matters less
Photography, layout and copy influence a human browsing and influence an agent hardly at all, which shifts value toward the underlying facts.
This does not eliminate brand, since the consumer still chooses which agent and frequently reviews its recommendations, but it narrows the surface.
Data accuracy becomes commercial
An agent comparing options relies on specifications, availability, delivery and policy data, and inaccuracy here removes you from consideration silently.
There is no equivalent of a customer noticing an error and asking, since the agent simply selects elsewhere.
Policy becomes a comparison factor
Returns terms, warranty and delivery commitments become directly comparable when expressed as data, which is a change from being buried in terms.
Retailers with genuinely better terms benefit and those relying on them being unread do not.
Availability accuracy matters more
An agent that recommends an unavailable item fails its user, which makes retailers with unreliable stock data less likely to be selected repeatedly.
This penalises exactly the data quality problems most retailers already have.









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