BlindnoteGenie is the first tool to automate “blind note” conversion and dynamic pagination for works of narrative non-fiction and scholarly works desiring a more reader-friendly experience.
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Revision Breakage
Modern publishers increasingly favor "invisible" endnotes — citations listed by page number and key phrase rather than superscript numbers. As the Chicago Manual of Style explains:
"Publishers usually assume that the average reader will prefer endnotes… So for any book that's likely to attract a lot of readers, the trend is toward 'invisible' notes — unmarked in the text but listed at the end of the book, usually by page number and key phrase."
CMOS Shop Talk, December 2022But creating these notes has always required an arduous manual process — and every revision cycle breaks them again.
BlindnoteGenie uses patent-pending punctuation-based semantic boundary detection to automate the complete blind note workflow — at the manuscript stage, not after typesetting.
Our algorithm uses punctuation hierarchy to extract meaningful "incipits" (opening phrases) with 97% accuracy. Periods, semicolons, colons, and commas serve as semantic signposts.
Page numbers are implemented as calculated fields, not static values. When margins change or paragraphs are cut, press Ctrl+A, F9 and all 750 page numbers update instantly.
Full support for Chicago (17th Ed.), MLA, APA, Bluebook, and Oxford styles. Handles complex "Ibid" and short-title references automatically.
No InDesign. No typesetting. BlindnoteGenie processes your manuscript at the writing stage, eliminating the multi-handoff workflow entirely.
Processing 750 Endnotes…
Done in 0.4 seconds
Traditional numbered endnotes become reader-friendly blind notes with dynamic page references.
Main text: "We see things not as they are but as we are. Because it is the 'I' behind the 'eye' that does the seeing.'"1
Endnote: 1 Anaïs Nin, The Diary of Anaïs Nin, 1947–1955, ed. Gunther Stuhlmann (New York: Harcourt Brace Jovanovich, 1974), 124.
Main text: "We see things not as they are but as we are. Because it is the 'I' behind the 'eye' that does the seeing.'"
Endnote: 1. Because it is: Anaïs Nin, The Diary of Anaïs Nin, 1947–1955, ed. Gunther Stuhlmann (New York: Harcourt Brace Jovanovich, 1974), 124.
The superscript disappears. The incipit "Because it is" lets the reader find the note without leaving the page. The page number updates dynamically.
For a university press publishing 30–40 scholarly titles annually, BlindnoteGenie is a strategic asset.
| Workflow Metric | Traditional Process | With BlindnoteGenie |
|---|---|---|
| Initial Conversion Time | 50–75 Hours | < 5 Minutes |
| Revision Updates | 25+ Hours per round | Automatic / Instant |
| Transcription Accuracy | High Error Risk | 100% Citation Integrity |
| Editorial Cost | $3,000–$4,500 / Title | Standard License Fee |
| Annual Time Saved (30 titles) | — | 2,250–3,800 hours |
| Annual Cost Savings (30 titles) | — | $90,000–$180,000 |
"What would have required a skilled editor working for two full weeks was accomplished in the time it takes to review a book proposal."
Validated on When Healing Harms (750 Endnotes, UC Press, 2026)Producing scholarly monographs with hundreds of endnotes that demand reader-friendly formatting without sacrificing rigor.
Seeking cleaner text for general audiences while maintaining the complete scholarly apparatus at the back of the book.
Preparing manuscripts for publishers requiring blind notes — without the 50-hour manual conversion.
Converting theses to book format with dynamic pagination that survives every round of revision.
Preparing annotated documents and legal treatises with complex citation structures.
Managing special issues and edited collections with consistency across hundreds of citations from multiple contributors.
On November 14, 2024, Dr. Eric Caplan realized that authors naturally encode semantic boundaries in their citations through punctuation choices.
Rather than treating punctuation as arbitrary formatting or noise to be removed, BlindnoteGenie recognizes that punctuation marks serve as the author's own semantic signposts — indicating where meaningful units of thought begin and end.
This insight led to a patent-pending algorithm that uses punctuation hierarchy to extract semantically complete text segments with 97% accuracy.
BlindnoteGenie is available for enterprise licensing. Contact us for a demo and to discuss how it fits your editorial workflow.
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