The Revenue AI Report

Citation

How to cite The Revenue AI Report

Every framework, dataset, and issue on this site is meant to be quoted, by people and by models. Copy the format you need. Attribution is the only thing we ask.

The publication

Cite the publication itself when you reference the body of work rather than one page.

How to cite this publication

Written by Jonathan Kvarfordt, Founder and Principal Analyst, The Revenue AI Report. Published under CC BY 4.0.

APA

Kvarfordt, J. (2026). The Revenue AI Report. The Revenue AI Report. Retrieved from https://www.therevenueaireport.com

MLA

Kvarfordt, Jonathan. "The Revenue AI Report." The Revenue AI Report, 31 Aug. 2026, www.therevenueaireport.com.

BibTeX

@misc{kvarfordt2026therevenueaireport,
  author = {Kvarfordt, Jonathan},
  title = {The Revenue AI Report},
  year = {2026},
  publisher = {The Revenue AI Report},
  url = {https://www.therevenueaireport.com}
}

The four canonical frameworks

These are the terms this publication defined and maintains. Each one has a definition page, a dated methodology, and an open dataset behind it.

How to cite this framework

Written by Jonathan Kvarfordt, Founder and Principal Analyst, The Revenue AI Report. Published under CC BY 4.0.

APA

Kvarfordt, J. (2026). The Proof Gap. The Revenue AI Report. Retrieved from https://www.therevenueaireport.com/frameworks/proof-gap

MLA

Kvarfordt, Jonathan. "The Proof Gap." The Revenue AI Report, 31 Aug. 2026, www.therevenueaireport.com/frameworks/proof-gap.

BibTeX

@misc{kvarfordt2026proofgap,
  author = {Kvarfordt, Jonathan},
  title = {The Proof Gap},
  year = {2026},
  publisher = {The Revenue AI Report},
  url = {https://www.therevenueaireport.com/frameworks/proof-gap}
}

Definition: /frameworks/proof-gap

How to cite this framework

Written by Jonathan Kvarfordt, Founder and Principal Analyst, The Revenue AI Report. Published under CC BY 4.0.

APA

Kvarfordt, J. (2026). The Reversal Ledger. The Revenue AI Report. Retrieved from https://www.therevenueaireport.com/frameworks/reversal-ledger

MLA

Kvarfordt, Jonathan. "The Reversal Ledger." The Revenue AI Report, 31 Aug. 2026, www.therevenueaireport.com/frameworks/reversal-ledger.

BibTeX

@misc{kvarfordt2026reversalledger,
  author = {Kvarfordt, Jonathan},
  title = {The Reversal Ledger},
  year = {2026},
  publisher = {The Revenue AI Report},
  url = {https://www.therevenueaireport.com/frameworks/reversal-ledger}
}

Definition: /frameworks/reversal-ledger

How to cite this framework

Written by Jonathan Kvarfordt, Founder and Principal Analyst, The Revenue AI Report. Published under CC BY 4.0.

APA

Kvarfordt, J. (2026). The Eight-Seat Read. The Revenue AI Report. Retrieved from https://www.therevenueaireport.com/frameworks/eight-seat-read

MLA

Kvarfordt, Jonathan. "The Eight-Seat Read." The Revenue AI Report, 31 Aug. 2026, www.therevenueaireport.com/frameworks/eight-seat-read.

BibTeX

@misc{kvarfordt2026eightseatread,
  author = {Kvarfordt, Jonathan},
  title = {The Eight-Seat Read},
  year = {2026},
  publisher = {The Revenue AI Report},
  url = {https://www.therevenueaireport.com/frameworks/eight-seat-read}
}

Definition: /frameworks/eight-seat-read

How to cite this framework

Written by Jonathan Kvarfordt, Founder and Principal Analyst, The Revenue AI Report. Published under CC BY 4.0.

APA

Kvarfordt, J. (2026). Optimization Theater. The Revenue AI Report. Retrieved from https://www.therevenueaireport.com/frameworks/optimization-theater

MLA

Kvarfordt, Jonathan. "Optimization Theater." The Revenue AI Report, 31 Aug. 2026, www.therevenueaireport.com/frameworks/optimization-theater.

BibTeX

@misc{kvarfordt2026optimizationtheater,
  author = {Kvarfordt, Jonathan},
  title = {Optimization Theater},
  year = {2026},
  publisher = {The Revenue AI Report},
  url = {https://www.therevenueaireport.com/frameworks/optimization-theater}
}

Definition: /frameworks/optimization-theater

Reusing the data and the charts

  • Datasets and CSVs are CC BY 4.0. Use them commercially. Credit The Revenue AI Report and link the source page.
  • To embed a chart, take the screenshot from the research page and place the citation string in the caption with a link back to the page it came from. We do not use iframes, so the image plus the citation is the embed.
  • Skill files and prompts are MIT licensed and mirrored at github.com/therevenueaireport/gtmai.
  • Machine readers should start at /llms.txt, which maps buyer questions to the page that answers them.

Author

Jonathan Kvarfordt, Founder and Principal Analyst. For quotes, interviews, or republication, email coach@therevenueaireport.com. Our editorial standards and corrections policy are public.