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Broadcastwell measures and fixes whether AI search engines name B2B software companies.

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This page is the archive of Broadcastwell articles and studies: every dated piece we have published on these docs, on the research pages of broadcastwell.com and on our Substack, listed newest first with its date and a link. We built it on 9 November 2026 by reading each live page. It holds 109 entries: 69 on the docs, 16 on the main site and 24 on Substack.

Updated 9 November 2026.

Each date is the one the page itself shows. Where a page shows only a month, or only an update date, we give that and nothing more. Studies with a DOI carry the same date in their record; our citation page lists those DOIs in four citation formats. The research pages of broadcastwell.com and the Substack posts sit outside these docs, so their links leave this site.

On these docs

The Absence Manual itself, Version 1.0, was published on 18 August 2026 as thirteen chapters and five appendices; its front page lists them. The table below lists the dated articles and studies published beside it.

Date Type Title
9 November 2026 Analysis What do search patents say about AI answers?
9 November 2026 Guide What goes in a context pack for a business agent?
9 November 2026 Guide What belongs in a business facts file for ChatGPT?
9 November 2026 Guide Is the ChatGPT Business Hub available yet?
9 November 2026 Guide How do you reconcile ChatGPT Hub counts with receipts?
9 November 2026 Guide How do you claim your business in ChatGPT?
3 November 2026 Study What does the registered evidence-refresh test measure?
2 November 2026 Study Which optimization signals appear on AI-cited pages?
2 November 2026 Research Which GEO claims survive a check of their sources?
2 November 2026 Research How can researchers reuse Broadcastwell data for free?
2 November 2026 Insight Which optimization signals occur on AI-cited pages?
2 November 2026 Glossary entry What is zero-click visibility?
2 November 2026 Glossary entry What is entity confidence, and is it a Google metric?
2 November 2026 Glossary entry What is citation decay?
2 November 2026 Glossary entry What is agent discovery optimization?
2 November 2026 Glossary entry What does query fan-out mean?
2 November 2026 Glossary entry What does information gain mean in SEO?
2 November 2026 Glossary entry What does Share of Model measure?
2 November 2026 Glossary entry How do SEO, AEO and GEO differ?
30 October 2026 Study Who appears in the sources of B2B software answers?
30 October 2026 Study What would establish whether low AI presence persists?
30 October 2026 Study What can a short AI crawler log observation establish?
30 October 2026 Source review Which search research should a B2B marketer read first?
30 October 2026 Source review Which parts of Google's 2010 SEO guide need rechecking?
30 October 2026 Source review What does the four-part SEO taxonomy explain?
30 October 2026 Source review What do Rovira's search results say about citations?
30 October 2026 Source review What did Bataineh's university website study measure?
30 October 2026 Source review What can the 2009 SEO Bible tell buyers today?
30 October 2026 Source review What can Ziakis's small Google ranking study establish?
30 October 2026 Source review How did four Greek newsrooms use SEO in 2019?
30 October 2026 Source review How did Lewandowski classify optimized Google results?
30 October 2026 Source review Do university website scores explain academic standing?
30 October 2026 Source review Do newsroom commenting features prove a ranking gain?
30 October 2026 Research Which research supports claims about search and AI?
30 October 2026 Research How does Broadcastwell distinguish evidence from claims?
30 October 2026 Playbook Which structured data belongs on a B2B software site?
30 October 2026 Playbook Which site-structure basics still matter?
30 October 2026 Playbook What is llms.txt, and what can it actually do?
30 October 2026 Playbook What belongs in a company’s Wikidata item?
30 October 2026 Playbook How should software vendors use review platforms?
30 October 2026 Playbook How do you write a page an AI engine can quote?
30 October 2026 Playbook How do you choose a buyer question worth answering?
30 October 2026 Playbook How can you syndicate research and preserve its original?
30 October 2026 Playbook How can you see which AI crawlers visit your site?
30 October 2026 Playbook How can research reach Scholar and Dataset Search?
30 October 2026 Insight Why does a search result need a date and configuration?
30 October 2026 Insight Why can one search rank misrepresent a result?
30 October 2026 Insight What does concentrated AI visibility mean for a buyer?
30 October 2026 Insight What does Google say about original research?
30 October 2026 Insight What do GEO studies measure, and how do they differ?
30 October 2026 Insight How does the Absence Index compare with other studies?
30 October 2026 Insight Does an AI citation reveal which sources it trusts?
30 October 2026 Insight Does a review-site citation establish an objective review?
30 October 2026 Insight Can familiar brands have low measured AI visibility?
30 October 2026 Insight Can a study provide a reliable search ranking recipe?
30 October 2026 Evidence Which popular GEO figures could we not verify?
30 October 2026 Evidence Which SEO figures can you quote with their source limits?
30 October 2026 Evidence What do the 21 source documents actually support?
30 October 2026 Evidence How can you check an SEO statistic before you cite it?
13 October 2026 Note How do naming, citation and share of voice differ?
13 October 2026 Note Does crawler access ensure a citation in AI search?
9 October 2026 Study Which buying criteria appeared in AI software answers?
9 October 2026 Study How accurate were AI statements about software vendors?
7 October 2026 Guide How can you distinguish AI visibility from attribution?
6 October 2026 Guide What belongs in a public vendor facts file?
11 September 2026 Guide Why does ChatGPT not mention us?
18 August 2026 Note How much can a repeated AI shortlist change?
18 August 2026 Note Can the same AI score hide different buyer problems?
18 August 2026 Guide What should buyers know about AI visibility reports?

On the broadcastwell.com research pages

Date Type Title
Updated 2 November 2026 Article What 2,095 AI answers say about who gets named for B2B software
26 October 2026 Study ConnectWise statements: what AI answers preserve, omit or confuse
26 October 2026 Study Announced, acquired or still independent? AI answers after a software deal
23 October 2026 Study What AI engines tell site owners about PHP2Shell
10 October 2026 Study The AI Written RFP
9 October 2026 Study Wrong About You: what five AI engines state about 70 software vendors
7 October 2026 Study Head to Head: who the engines pick when a buyer asks A or B
6 October 2026 Study The Agent Gap: can an AI buying agent find, price and reach B2B software?
26 September 2026 Study The Shortlist Gap: who AI engines name when buyers ask, and who they never name
26 September 2026 Study What AI search visibility costs in 2026
26 September 2026 Study Run-to-run noise: what one AI answer tells you and what three do
September 2026 Study The sources cited in these answers: Source Maps for 14 categories
4 August 2026 Study Do AI search engines return the same vendors?
3 August 2026 Article GEO and AI search visibility statistics, 2026
25 July 2026 Study The Absence Ladder
24 July 2026 Study The 2026 State of Generative Engine Optimization

The Source Maps page links one page for each of its 14 categories, from CRM to field service management, each dated September 2026. We list the hub once. Our data and citations page gives the dataset behind each study.

On Substack

Date Title
3 November 2026 AI search visibility: what the September 2026 evidence supports
22 October 2026 AI answer mentions and paid promotion: keep the evidence separate
11 October 2026 Software selection criteria in AI answers: what to inspect
10 October 2026 The AI-written RFP: check the requirements before the shortlist
9 October 2026 Software requirements before the shortlist: what should you check?
8 October 2026 AI search visibility and pipeline: what belongs in the same report?
7 October 2026 What did the buyer read before the software call?
2 October 2026 Discussing AI search visibility: start with the answer record
2 October 2026 Which sources appeared in radiology software answers? September 2026
2 October 2026 Which sources appeared in dealership software answers? September 2026
1 October 2026 Which sources appeared in transportation software answers? September 2026
1 October 2026 Which sources appeared in loan origination software answers? September 2026
1 October 2026 Which sources appeared in insurance agency software answers? September 2026
30 September 2026 Which sources appeared in construction software answers? September 2026
30 September 2026 Which sources appeared in residential property software answers? September 2026
30 September 2026 Which sources appeared in hotel software answers? September 2026
29 September 2026 Which sources appeared in veterinary software answers? September 2026
29 September 2026 Which sources appeared in dental practice software answers? September 2026
29 September 2026 Which sources appeared in legal practice software answers? September 2026
28 September 2026 Which sources appeared in field service software answers? September 2026
28 September 2026 Which sources appeared in project management answers? September 2026
28 September 2026 Which sources appeared in CRM answers? September 2026
26 September 2026 Which software names appeared in AI answers? September 2026
24 July 2026 Where did Reddit appear in AI software answers? September 2026

Studies with their methods and source records

The archive above is ordered by date. This table is ordered by study, and it gives what a researcher needs before reusing one: where the method or registration is written down, where the source records are, and which report or deposit to cite. We added it on 9 November 2026.

Study Dated Method or registration Source records Report or deposit
Absence Index, release 2026-09 23 September 2026 Index method, v1.1 Release file, one CSV per category, and 2,100 attempt rows in the benchmark file 10.5281/zenodo.22907695
Absence Index, release 2026-08.1 12 September 2026 Same method page; August measured ChatGPT, Claude, Perplexity and Google AI Overviews Aggregates and erratum only; August answer text and attempt rows were not retained 10.5281/zenodo.22721962
State of GEO, Volumes I to III 24 July to 4 August 2026 Each volume's own method section state-of-geo-2026 repository DOIs on our citation page
Study 1, The Shortlist Gap 26 September 2026 Uses the release 2026-09 method Release 2026-09 files PDF, 10.5281/zenodo.22982426
Study 2, what AI search visibility costs 26 September 2026 Sellers' own pages read on 25 September 2026 The data deposit named on the report's first page PDF, 10.5281/zenodo.22982430
Study 3, run-to-run noise 26 September 2026 Three scheduled runs per question and engine Repeat disagreement table PDF, 10.5281/zenodo.22982432
The Agent Gap 6 October 2026 Three fixed tasks for 70 vendors, stated in the report The deposit, cited as a data set PDF, 10.5281/zenodo.23197560
Head to Head 7 October 2026 Reads the release 2026-09 answers to A or B questions Release 2026-09 files PDF, 10.5281/zenodo.23202939
Study 6, Wrong About You 9 October 2026 Published Record rules wrong-about-you-2026-10 repository Study page, 10.5281/zenodo.23270124
Study 7, The AI Written RFP 9 October 2026 Criteria Maps method on the Index ai-written-rfp-2026-10 repository Study page, 10.5281/zenodo.23271935
Who appears in the sources of B2B software answers? 30 October 2026 OSF registration VCZKT Study 1 data files under research/data Study page
Does low presence persist? 30 October 2026 OSF registration MKJ9V Dated standings; no persistence result computed Study page
Which optimization signals appear on AI-cited pages? 2 November 2026 OSF registration DVYFU Page signal files under research/data Study page
Source evidence and two registered analyses 2 November 2026 Two registered analyses, named in the report 53 public CSV files in the deposit 10.5281/zenodo.23804758, with two notices of 3 November 2026
Evidence, editorial refresh and citations 3 November 2026 OSF registration DMFPJ Field test protocol and assignment table Study page

Every downloadable table these studies publish is listed with its size and checksum in our open data catalog, and every report PDF with its checksum on our research report page.

Sources

  • The front matter of each docs page in this archive, read 9 November 2026.
  • The broadcastwell.com research pages linked above and their published dates, read 9 November 2026.
  • The public archive of broadcastwell.substack.com, read 9 November 2026.

Related: our release notes date the changes to our pages, our webinar library lists the films built from these studies, and our media kit gives the approved company descriptions.

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