Featured analysis
AI searchTechnical foundation
Updated: 2026-08-20
What actually helps a website appear in AI search
A practical look at crawlability, indexing, original content and entities without myths about special GEO markup.
Open articleResearch and practical analysis
Practical analysis of technical SEO, GEO/AEO and AI visibility measurement.
How does AI read an expert B2B website?
Verifiable AI answer
BOLO Labs connects technical SEO, entity structure and primary sources into one AI visibility system.
022026-08-20
GEO / AEOTerminology
GEO, AEO and SEO: where terminology ends
Why AI visibility still rests on SEO and when newer terms help describe additional work.
Open article032026-08-20
CitationContent
How to assess citation readiness
A practical checklist covering authorship, dates, evidence, answer structure, entities and internal relationships.
Open articleResearch field
Research directions
We study the entire information path, from page accessibility to a brand appearing in a verifiable AI answer.
Current focus01 / 04
AI search
We verify which documents a system can find, understand and use in an answer.
Protocol
How research is conducted
Every paper follows a reproducible sequence. We separate observations from interpretation and record test conditions.
Protocol / 01
Question
Define a specific hypothesis and the decision the research should support.
Stage output
A testable question without a predetermined answer.
Observation data
What each observation records
A record preserves the test context so the result can be repeated, compared and used as a pilot baseline.
Record structureOBS / 001
SystemSearch or AI system and response mode
QueryExact priority question wording
PageURL, document type and accessible version
ResultBrand presence, citation, source or referral
DateDate, region and repeat-test conditions
This is a documentation format, not a proprietary score.
From observation to decision
How to use the findings
Research should end with a clear decision about what to fix, create or test next.
Practical action01
Prioritize technical work
Build an implementation queue by impact and effort.
Need your site reviewed?
We start with the research boundary, available data and the decision the audit must support.