Ship and verify

Ship the fix, then verify it

Ship and verify closes the AEO loop. Each sprint holds up to 4 tasks tagged engineering, content or crawlability. When a task ships, Bull AI Labs re-reads the page as ChatGPT-User and marks it done when the signal passes again.

Tasks per sprint: Up to 4
Task types: 3; Engineering, content, crawlability
Verification: Re-fetch

Run a free diagnosis

Sprints built from evidence

Tasks come from saved probe evidence. A live-read coverage gap always produces one engineering task, so measured problems never go unactioned.

Verification by re-fetch

After a task ships, the verify step fetches the page again with the same agent and the same measures. You get a pass or a clear reason it still fails.

One-click fixes

For common fixes, the platform drafts the change for you so your team can ship it faster.

FAQ

Questions people ask

How do I know an AEO fix worked?

Bull AI Labs re-reads the page as ChatGPT-User after you ship and marks the task done when the signal passes.

Keep reading

LLM LabRead Two-fetch diffRead Prompt BenchRead Answer OwnershipRead Ship and verifyRead PricingRead

Updated 2026-10-13. Sources: Bull AI Labs probe runs, saved per diagnosis · bullai.tech/methodology