Broadcastwell Research
What AI answers reveal.
Our published Claim Registry contains 83 dated entries, each linked to its evidence. It is an inventory of claims, not a count of independent studies. Read the Claim Registry.
Follow the evidence to its source
Read the report, trace a dated claim or download the public data without a fee or form. Observed answers on stated dates are not a ranking or a guarantee of future answers.
The evidence and editorial-refresh field test is registered. No outcomes exist yet.
PHP2Shell: published company statements and dated AI answers. The Statement Index.
Statement records: what companies said about an acquisition or an incident, and what the five engines repeated. Deal Record, October 2026, All statement records.
Open studies of buyer requirements, vendor mentions, seller prices and variation between repeated answers. Reports and data are CC BY 4.0.
Study 7. CC BY 4.0.
The AI Written RFP
Prepared by the Broadcastwell team
2,003 category criteria from 2,093 eligible source answers across fourteen software categories. Exact evidence, explicit vendor associations and dated page comparisons. Team review: in progress.
Every figure comes from the published method, v1.1.
Study 6, 9 October 2026, CC BY 4.0
Wrong About You
118 provisional wrong or stale statements about 70 software vendors, checked against their own public pages. Team review is in progress.
Study 1, September 26, 2026
Mentions
Which checked vendors appeared, which did not, and how the question changed the observed answer.
The Shortlist Gap: who AI engines name when buyers ask, and who they never name
Study 2, September 26, 2026
Prices
Published seller prices, their sources, and the scope behind each offer.
What AI search visibility costs in 2026
Study 3, September 26, 2026
Repeatability
What changed when the same question was repeated on the same engine.
Run-to-run noise: what one AI answer tells you and what three do
Source Maps, 14 categories, September 2026
14
The 20 pages cited most in each category's answers, what each page is, and which Index vendors it lists.
The sources cited in these answers
The September Index and Volume I use different samples and methods. Read the base, observation dates and uncertainty in each study before comparing results. These are different samples, not a trend.
Earlier research
The team answers questions about AI search visibility in the open on Broadcastwell Exchange.
Observed answers on stated dates, not a ranking. This is not a judgment of product quality.