How this page was scored
The eight criteria every Broadcastwell ranking page uses, read on each company's own site on 17 September 2026, plus one row specific to this page.
Method
Method published, and at least one complete question set public: a study dataset, an index, a public sample or a named case.
Open data
Open data published with a DOI.
Engines
Engine coverage stated by name.
Price
Entry price published and buyable without a call.
Refund
Refund or guarantee terms published.
B2B cases
Named B2B software case studies on the site.
Reviews
Third party reviews, with the count.
Machine readable
The buyer's own AI can read the results, through an account, an export or a connector.
Yes means a reader can verify it on the company's own site. Partial means part of it is published, for example a price that is published but sold only through a call. No means the company's own site does not publish it. Not verified means the cell was not read for this page, and it never counts as a Yes.
The method criterion, defined tightly: Yes means the method is published and at least one complete question set is public, in a study dataset, an index, a public sample or a named case. Partial means a method is described but no question set is public. No means neither.
Reviews come from the shared scorecard, read on Clutch and G2 on 16 September 2026. Companies that are not on the scorecard show Not verified for reviews.
Who is included: a company whose own site publishes AI Overviews or AI Mode material, meaning a method, a study with numbers, or a case. Naming AI Overviews in an engine list is not enough. The row specific to this page records the type of material, one factual sentence about it and its URL.
One cell was re-read on 17 September 2026: Citant's price, which this ledger had printed as a monthly pilot figure, is printed as its pricing page states it.