Signal

Earn endorsement, never self-label sponsored

Agents reportedly penalize a self-applied 'Sponsored' tag and reward legitimate platform endorsements, so the durable play is earning genuine editor's-pick or verified-seller status, not faking badge markup.

AffectsChoiceEvidenceReportedConfidenceHighImpact3/3Last verified

Per-platform status

Where a platform documents relevant behavior, its status and source are shown. Undocumented platforms show "unknown" - honest unknowns, never invented.

PlatformStatusNotesSource
ChatGPTUnknownNot documented by this platform.-
Gemini / Google AI ModeUnknownNot documented by this platform.-
PerplexityUnknownNot documented by this platform.-
CopilotUnknownNot documented by this platform.-
ClaudeUnknownNot documented by this platform.-

Evidence and sources

This signal is typed reported (High confidence).

How to act on this

Remove any self-applied sponsored/ad styling from agent-visible pages and pursue only endorsement or verified-seller programs you genuinely qualify for.

Notes

Based on ACES (arXiv:2508.02630), a controlled agent-shopping simulation, not measured real-world sales.

[ newsletter ]