Writefull GPT Detector

Vendor Writefull (ThinqLab Ltd, a Digital Science company) Official site x.writefull.com/gpt-detector How this card is sourced

AIDI-D-0059

Updated ·

Writefull's GPT Detector classified 23 of 54 documents correctly in Weber-Wulff 2023, a 43% binary accuracy that ranked 12th of 14 tools under the paper's spelling "Writeful GPT Detector" (arXiv 2306.15666, Table 5, read 10 November 2026). The vendor is Writefull, operated by ThinqLab Ltd of London within Digital Science, and the tool holds a card in the detector index although it is discontinued: the Wayback capture of 31 December 2024 still serves the tool, the application bundle captured 7 March 2025 serves the same route under the title "Our GPT Detector has been discontinued", and on 10 November 2026 the live route reads "we've decided to take our GPT Detector offline" (x.writefull.com/gpt-detector, read 10 November 2026). How this card is sourced applies the same fourteen fields to a withdrawn tool as to a live one, and the two studies that tested it remain in the record.

What the Writefull GPT Detector detected

The Writefull register entry: field, value, source and read date
FieldValueSource
Content types detectedTextweb.archive.org/web/20241231044606/https:...
Generators coveredGPT-3, GPT-4 (added to the page title after March 2023), ChatGPTweb.archive.org/web/20241231044606/https:...
Input limitsWeb tool on Writefull X (archived 31 December 2024): Paste in your text and click Check; the result is a percentage of likelihood that a text was written by GPT. This can be GPT-3, GPT-4, or ChatGPT. The FAQ states a daily quota that we set to avoid abuse with no figure, and API access to the GPT Detector on request (Contact us at enterprise@writefull.com). No character or word limit and no file upload is published. Discontinued: the route has served a discontinuation notice since the bundle captured 7 March 2025.web.archive.org/web/20241231044606/https:...
Free tierFree to use: Completely free ChatGPT detector and Yes, you can use it for free, with a daily quota that we set to avoid abuse (no figure, archived 31 December 2024); discontinued before 7 March 2025, so no free tier is available at the read dateweb.archive.org/web/20241231044606/https:...
Data retentionArchived detector page (31 December 2024), key features: Safe & secure: Your data is encrypted and not stored. Privacy Notice (last updated May 13, 2025), Retention of your personal data: We only keep your personal data for as long as it is necessary for the purposes for which it was collected, after which it will be destroyed, erased or anonymised. The notice governs account and usage data and names no period for submitted text.writefull.com/privacy
OwnershipWritefull is operated by ThinqLab Ltd, with registered offices at 6 Briset Street, London, EC1M 5NR, UK (Privacy Notice, last updated May 13, 2025), the address the Terms of Use (effective May 13, 2025) give as Writefull c/o Digital Science; the terms name Digital Science UK Ltd as an affiliate, the privacy notice names Digital Science & Research Solutions Inc. as the US affiliate, and the terms are governed by the laws of England. The GPT Detector was a free tool on Writefull X (x.writefull.com), carrying a new badge in the capture of 9 March 2023 (See if a text comes from GPT-3 or ChatGPT) and later GPT-4 in its title. It is discontinued: the capture of 31 December 2024 still serves the tool, the application bundle captured 7 March 2025 serves the route with the title Our GPT Detector has been discontinued, and the live route on 10 November 2026 reads Because of this, we've decided to take our GPT Detector offline. Academic integrity is important to us, and we don't want to offer a tool that no longer works as intended. Weber-Wulff 2023 (as Writeful GPT Detector) and Pegoraro 2023 tested the tool in March 2023.writefull.com/privacy
Independent studies2 recordsStudies index

The tool was a free page on Writefull X, the vendor's set of web widgets for academic writing. The archived page carried the instruction "Paste in your text and click 'Check'" and explained the output: "It gives a percentage of likelihood that a text was written by GPT. This can be GPT-3, GPT-4, or ChatGPT" (archived detector page, captured 31 December 2024, read 10 November 2026). The capture of 9 March 2023, the month both studies ran, titled the page "GPT-3 / ChatGPT Detector" with a "new" badge in the sidebar and promised to add later models: "Once GPT-4.5 or GPT-5 has been released, we will update Writefull's GPT Detector so that it also reliably detects texts by those" (archived page, March 2023, read 10 November 2026). The modality is text only; the card names the GPT family once in its generator count, with GPT-3, GPT-4 and ChatGPT as the named products, and it records no language because the page named none.

Limits were stated without numbers. The FAQ answered "Is the GPT Detector free to use?" with "Yes, you can use it for free, with a daily quota that we set to avoid abuse", and "Do you have an API of the GPT Detector?" with "Yes, you can also use our API to automatically detect content generated by GPT-3, GPT-4 or ChatGPT. Contact us at enterprise@writefull.com for more information" (archived detector page, 31 December 2024, read 10 November 2026). No character or word limit, no file upload and no API documentation were published, so the input limit and API price fields stay empty and the card records the API as not available: it was offered by email and the product is gone. Two detectors tested beside Writefull in March 2023 are Check For AI, also withdrawn, and ZeroGPT, which Pegoraro 2023 placed highest among the online tools and which remains live.

Limits and plans

The detector was never sold. The archived FAQ called it a "Completely free ChatGPT detector" with the unquantified daily quota above, so the free tier field records a free tool with a per-day period and no figure, and the free words per month and free checks per day rank fields stay empty. Writefull's live subscription page renders its prices by script and the server HTML prints only "Loading Pricing..." (my.writefull.com/plans, read 10 November 2026); the plans belong to the Word and Overleaf writing products, so the card carries no plan table.

On retention, the archived detector page made a direct statement under "Safe & secure": "Your data is encrypted and not stored" (archived detector page, 31 December 2024, read 10 November 2026). The live Privacy Notice, last updated May 13, 2025, states: "We only keep your personal data for as long as it is necessary for the purposes for which it was collected, after which it will be destroyed, erased or anonymised", and it names no period for submitted text (privacy notice, read 10 November 2026). The card does not rank the archived statement: the tool is discontinued and the live notice governs, the reading the index gave Writer's archived page, so the retention field is empty and both statements are quoted here and in the second table of the data retention ranking (ruling of 10 November 2026). Ownership comes from the same notice, which says "Writefull is operated by ThinqLab Ltd, with registered offices at 6 Briset Street, London, EC1M 5NR, UK", and from the Terms of Use effective May 13, 2025, which give the notice address as "Writefull c/o Digital Science", name Digital Science UK Ltd as an affiliate and apply the laws of England (terms of use, read 10 November 2026).

What the vendor claims

No accuracy percentage was published. FAQ (archived 31 December 2024): The higher the percentage, the more likely, but there is no absolute threshold. The more creative the language used in a GPT-plagiarized text, the more difficult it is to recognize the 'voice' of GPT-3, GPT-4, or ChatGPT in it. The 2023 page promised Once GPT-4.5 or GPT-5 has been released, we will update Writefull's GPT Detector so that it also reliably detects texts by those.
web.archive.org/web/20241231044606/https:..., read

Writefull published no accuracy percentage. The archived FAQ answered the threshold question directly: "The higher the percentage, the more likely, but there is no absolute threshold. The more creative the language used in a GPT-plagiarized text, the more difficult it is to recognize the 'voice' of GPT-3, GPT-4, or ChatGPT in it. And a GPT-text's language creativity depends on many things, like the parameters set and the prompt entered" (archived detector page, 31 December 2024, read 10 November 2026). No false positive rate accompanied it, so the claim gap field is empty and the figures on this card come from the studies below.

The discontinuation notice is the vendor's fullest caveat. The live route reads: "AI-generated text is now almost indistinguishable from human writing. New models produce more varied and complex text, with better fine-tuning through prompts. This makes it harder to tell whether a text was written by AI or a human. Research by OpenAI and other third parties, as well as our own analysis, has shown that AI detection tools have high error rates. They often misidentify human-written text as AI-generated and vice versa", and then: "students who speak English as a second language or use a more formulaic or concise writing style are more likely to be incorrectly flagged as using AI. All AI detectors face the same challenge. As AI improves, detection methods become less accurate, making them unreliable for assessing academic integrity. Because of this, we've decided to take our GPT Detector offline. Academic integrity is important to us, and we don't want to offer a tool that no longer works as intended" (x.writefull.com/gpt-detector, read 10 November 2026). The card carries both passages as the vendor caveat.

What independent studies found

  1. AIDI-S-0001Weber-Wulff 20232023

    Writeful GPT Detector: 23 of 54 documents correct (43% binary accuracy, rank 12 of 14, Table 5); 1 false accusation in 18 human-written documents (5.6%, Table 9); 18 of 36 AI documents undetected (50.0%, Table 10). Tested March 7 to 28, 2023.

  2. AIDI-S-0018Pegoraro 20232023

    Writefull GPT Detector: true positive rate 21.6% on ChatGPT responses and true negative rate 99.3% on human responses on a ChatGPT and human Q&A benchmark, March 2023 (Table I).

Two records in the studies index tested the tool, both in March 2023. Weber-Wulff 2023 ran it between March 7 and March 28, 2023 on 54 documents and reports 23 correct (43%, rank 12 of 14), 1 false accusation in 18 human-written documents (5.6%) and 18 of 36 AI documents undetected (50.0%) (arXiv 2306.15666, Tables 5, 9 and 10, read 10 November 2026). The roster question lists all 14 tools with the same three figures, and this card closes its "no card" row.

Pegoraro 2023 accessed the online tools between 23 and 28 March 2023 and records the Writefull GPT Detector at a 21.6% true positive rate on ChatGPT responses and a 99.3% true negative rate on human responses, on a benchmark where no tool passed a 47.3% true positive rate (arXiv 2304.01487, Table I, read 10 November 2026). The two results agree in direction: the tool rarely accused a human writer and missed half or more of the AI text it was shown.

The fields follow the index rules. The false positive value is 1 of 18 (5.6%) from Weber-Wulff 2023 (arXiv 2306.15666, Table 9, read 10 November 2026), with Pegoraro's 99.3% true negative rate (arXiv 2304.01487, Table I) quoted in the base because the paper prints no count. The false negative value is 50.0%, the printed undetected share, with Pegoraro's 21.6% true positive rate quoted and its complement not taken. Robustness takes no value from Weber-Wulff 2023 for any card, and Pegoraro ran no attack. The Weber-Wulff record also counts as the card's one non-English record, because 9 of the 18 human documents were machine-translated into English from seven other languages. Every test ran on the 2023 tool against GPT-3.5-era text; the vendor withdrew it before a newer test could.

Where the Writefull GPT Detector appears in the index

Writefull ranks on two study records in independently tested detectors, at 5.6% in the false positive ranking, at 50.0% in the false negative ranking, in the second table of data retention with the archived page's "not stored" statement quoted and no period ranked, and at one record in languages evidence for the machine-translated class of Weber-Wulff 2023, each read in the data file on 10 November 2026. It does not appear in the free tier, language, input limit or claim gap rankings, because the vendor published no quota figure, no language list, no limit and no accuracy claim.

Every detector card on the register shows Writefull with the same fields as the live tools, so a reader who meets a Writefull percentage in a 2023 or 2024 file can see what two studies of that period measured and why the vendor withdrew the tool. The discontinuation sits beside the other withdrawals on which AI detectors were shut down, and the "not stored" statement is one of the cases on do AI detectors store your text.

Questions about the Writefull GPT Detector

Is the Writefull GPT Detector still available?

No. The route at x.writefull.com/gpt-detector served the tool in the capture of 31 December 2024 and "Our GPT Detector has been discontinued" in the bundle captured 7 March 2025; on 10 November 2026 it reads "we've decided to take our GPT Detector offline", per the live page and archived captures read 10 November 2026.

How accurate was the Writefull GPT Detector in independent tests?

Weber-Wulff 2023 scored it at 23 of 54 documents (43%), rank 12 of 14 (Table 5); Pegoraro 2023 recorded a 21.6% true positive rate and a 99.3% true negative rate (Table I), each read in the primary paper on 10 November 2026.

What was Writefull's false positive rate?

1 of 18 human-written documents (5.6%) in Weber-Wulff 2023 (Table 9), and a 99.3% true negative rate on human responses in Pegoraro 2023 (Table I), read in the primary papers on 10 November 2026.

Why did Writefull discontinue the GPT Detector?

Because, in its own words, "AI detection tools have high error rates" and "As AI improves, detection methods become less accurate, making them unreliable for assessing academic integrity", per the live notice at x.writefull.com/gpt-detector read 10 November 2026.

Did Writefull store the text you checked?

The archived detector page of 31 December 2024 stated "Your data is encrypted and not stored"; the privacy notice of May 13, 2025 keeps personal data "for as long as it is necessary" and names no period for submitted text, both read 10 November 2026.

Sources and revisions

Sources

  1. x.writefull.com/gpt-detectorRead 10 November 2026
  2. web.archive.org/web/20241231044606/https:...Read 10 November 2026
  3. web.archive.org/web/20230309015145/https:...Read 10 November 2026
  4. web.archive.org/web/20250307170046/https:...Read 10 November 2026
  5. writefull.com/privacyRead 10 November 2026
  6. writefull.com/termsRead 10 November 2026
  7. my.writefull.com/plansRead 10 November 2026
  8. arxiv.org/pdf/2306.15666Read 10 November 2026
  9. arxiv.org/abs/2304.01487Read 10 November 2026

Revision log

  1. Card created2026-11-10: retention period set to not ranked at the merge (an archived statement for a discontinued tool

Corrections log

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