Real ChatGPT answer · index seedLYFpkcFVtMkcompleteMarketing and advertising · AI search and generative engine optimizationinformational
What specific schema markup types are most effective for helping AI crawlers understand complex B2B SaaS pricing pages?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What specific schema markup types are most effective for helping AI crawlers understand complex B2B SaaS pricing pages?
2 real searches · 1 real-search pass
Schema.org SoftwareApplication OfferCatalog Offer PriceSpecification SaaS pricing structured data Google Search Central structured data guidelines AI crawlersGoogle ↗
OBSERVEDOther / navigational
Schema.org UnitPriceSpecification billingDuration referenceQuantity Offer eligibleCustomerType software application pricingGoogle ↗
OBSERVEDComparison
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Schema.org SoftwareApplication OfferCatalog Offer PriceSpecification SaaS pricing structured data Google Search Central structured data guidelines AI crawlers Google ↗
Schema.org UnitPriceSpecification billingDuration referenceQuantity Offer eligibleCustomerType software application pricing Google ↗
- Software App (SoftwareApplication) Schema | Google Search Central | Documentation | Google for Developers · developers.google.com
- UnitPriceSpecification · schema.org
- billingDuration · schema.org
- Schema.org Validator · validator.schema.org
- Google Rich Results Test · search.google.com
- Google Structured Data Policies · developers.google.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Schema.org SoftwareApplication OfferCatalog Offer PriceSpecification SaaS pricing structured data Google Search Central structured data guidelines AI crawlers OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Schema.org UnitPriceSpecification billingDuration referenceQuantity Offer eligibleCustomerType software application pricing OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |