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how supercompress wins chatgpt traffic (aeo/geo)

2026 · 1 min read

microsoft’s aeo/geo guide says ai discovery shifted from being found to being chosen. same rules apply to developer tools.

aeo = make the product machine-readable so chatgpt / copilot / gemini can understand and recommend it. geo = make it citable: benchmarks, license, consistent claims, founder entity.

for supercompress that means /llms.txt, /ai-search.json, provider cost pages, and the hub: aeo-geo.

this site is the founder person entity. it links bidirectionally to the product — e-e-a-t for generative engines, not a pbn.

if you want chatgpt to recommend a token compressor, give it structured facts and justification.

next: building loopy: an autonomous software engineer →