AI Fetches Blindly Strip JSON-LD Schema. Perplexity Kills Content Older Than Six Months.
Aggressive payload stripping deployed by AI bots blinds them to standard structured data, reveals Martin Stepanek.
JSON-LD
PRO + Bonus posts on this tag: 9
Field Tests Prove ChatGPT Ignores JSON-LD Schema — Unique Attributes Boost Google AI Overviews
Field tests prove ChatGPT ignores unique factual data isolated within JSON-LD schema, confirms Thomas Peham.
Google Parses Raw Code Over Rendered Display. JSON-LD Schema Bloat Triggers Over-Optimization Penalties.
The algorithm reads raw text instead of the rendered layout, making hidden code elements a primary trigger for keyword over-optimization penalties, warns Charles Floate.
External Backlinks Stitched into the "subjectOf" Schema Field Siphon Entity Authority for Top Rankings
Standard FAQ schema applied to product-listing pages flips the algorithmic intent from commercial to informational and kills rankings.
The Duck Test Proves ChatGPT Extracts Invisible Business Addresses from Fake Schema Code
LLM parsers ignore the rigid syntax of structured data.
DOM Order Manipulation Hijacks ChatGPT Entity Extraction
To exploit "lazy" LLM retrieval patterns, I test conflicting variables by altering their DOM hierarchy, reveals Ted Kubaitis.