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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 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

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.

One buyer question. One completed repair.

We build one source-backed page or fix for $490. Choose Live or Handoff before payment. We confirm Ready within 60 minutes during business hours. If anything is missing, a member of our team contacts you directly and finishes it with you. The deadline is 48 elapsed hours after recorded Ready.

If we miss the deliverable or deadline, we initiate a full $490 refund within five business days. You keep the work. You may also request a full refund within 30 days of delivery.

Fix one answer, $490