AI detectors ranked by named integration surfaces
Walter Writes names 6 of the 8 integration surfaces this ranking counts, more than any other AI detector in the index: a Chrome extension, an LMS route, Zapier, MCP, a REST API and a mobile app, per its extension page and pricing read 8 November 2026 (walterwrites.ai). Five tools name 5 of 8: GPTZero, Copyleaks, Originality.ai, Pangram and Sapling. 52 of the 72 detectors name at least one surface and are ranked (Trinka at 4 of 8, Monica and Passed.ai at 2 of 8 and Ircam Amplify at 1 of 8 joined on 10 November 2026, then Hiya Deepfake Detector at 2 of 8 and McAfee Deepfake Detector at 1 of 8 with the eleventh wave); the other 13 name none and sit in a second table. A REST API is the most common surface, named on 26 cards, and a mobile app, a Word add-in and Zapier the rarest, on 4 cards each; no card names all eight, and no card names Google Docs, Word and Zapier together. The count comes from each card's integrations field as read on the vendor page, so it measures what a vendor states, not whether the integration works.
Updated Vendor pages read 8 and 9 November 2026
Short answer
Walter Writes names 6 of 8 surfaces, read 8 November 2026; GPTZero, Copyleaks, Originality.ai, Pangram and Sapling name 5 each, read 8 November 2026, and rank in that order on study records; Winston AI, Grammarly, Grammarly Authorship and Quetext name 4. Twelve cards name only one surface, seven of them a REST API alone. The eight surfaces are the ones a reader can name without a vendor's help: a Chrome or browser extension, a Google Docs add-on, a Microsoft Word add-in, a named learning platform (Canvas, Moodle, Blackboard, D2L, Schoology, Google Classroom, Sakai or Edsby), Zapier, an MCP server, a documented REST API and a mobile app. A surface counts once however many entries name it, and an entry the vendor's own words withhold from the detector does not count. Sources read 8 and 9 November 2026. No detector score should be the only evidence in a misconduct or hiring decision.
Which AI detectors state the most integration surfaces?
| Rank | Detector | Surfaces named | Which surfaces, source and read date | Best for | Main limitation |
|---|---|---|---|---|---|
| 1 | Walter Writes | 6 of 8 | Chrome extension, LMS, Zapier, MCP, REST API, Mobile app (walterwrites.ai/chrome-extension, read 8 November 2026) | Writers who move between Gmail, Docs, Slack and a phone and want the same check in each | No native LMS plugin: Canvas, Moodle and Schoology are reached through the API; no study record |
| 2 | GPTZero | 5 of 8 | Chrome extension, Google Docs, LMS, Zapier, REST API (gptzero.me, read 8 November 2026) | Teachers working in Google Docs and Classroom with an API for the back office | No Word add-in or mobile app stated; 9 of 18 false accusations in Weber-Wulff 2023 |
| 3 | Copyleaks | 5 of 8 | Chrome extension, Google Docs, LMS, MCP, REST API (copyleaks.com/ai-content-detector, read 8 November 2026) | Institutions on Canvas, Moodle, Blackboard, D2L, Schoology, Edsby or Sakai | No Zapier or mobile app stated; 10 of 10 Spanish human theses flagged in Orenstrakh 2023 |
| 4 | Originality.ai | 5 of 8 | Chrome extension, Google Docs, LMS, MCP, REST API (originality.ai/extensions, read 8 November 2026) | Content teams in Google Docs and WordPress with a Moodle plugin for education | Chrome and Firefox only; no Word, Zapier or mobile app stated |
| 5 | Pangram | 5 of 8 | Chrome extension, Google Docs, LMS, MCP, REST API (pangram.com, read 8 November 2026) | Teachers and editors in Docs, Gmail, Classroom, Canvas, Moodle or Brightspace | No Word add-in, Zapier or mobile app stated; 2 study records |
| 6 | Sapling | 5 of 8 | Chrome extension, Google Docs, Word, MCP, REST API (sapling.ai/integrations, read 8 November 2026) | Teams that want a Word add-in beside the Docs and Chrome routes | No named LMS, Zapier or mobile app; the web tool's policy stores content with no period |
| 7 | Winston AI | 4 of 8 | Chrome extension, LMS, Zapier, REST API (gowinston.ai/ai-content-detector, read 8 November 2026) | WordPress publishers and Classroom teachers who automate with Zapier | No Docs, Word, MCP or mobile app stated; Google Classroom is the one LMS named |
| 8 | PlagiarismCheck | 4 of 8 | Chrome extension, Google Docs, LMS, REST API (plagiarismcheck.org/ai-detector, read 9 November 2026) | Institutions that want the detector in the LMS, in Docs and in a browser extension | 1 study record, rank 13 of 14 in Weber-Wulff 2023; the API token is issued by support |
| 9 | Detecting-AI.com | 4 of 8 | LMS (Moodle), Zapier, MCP, REST API (detecting-ai.com, read 10 November 2026) | Developers and Moodle administrators who want an API, a Zapier app and an MCP server | No study record; no browser extension, Docs or Word add-on |
| 10 | Grammarly | 4 of 8 | Chrome extension, Google Docs, Word, Mobile app (grammarly.com/ai-detector, read 8 November 2026) | Readers who already run Grammarly in the browser, Office, Docs and on a phone | No API, LMS, Zapier or MCP; the detector is a feature inside the writing product; no study record |
| 11 | Grammarly Authorship | 4 of 8 | Chrome extension, Google Docs, Word, LMS (grammarly.com/authorship, read 9 November 2026) | Students writing in Google Docs or Word who expect to show a process record through Canvas | A process record, not a classifier; no API, Zapier, MCP or mobile app stated |
| 12 | Quetext | 4 of 8 | Chrome extension, Google Docs, MCP, REST API (quetext.com/integrations, read 9 November 2026) | Students who want Chrome, Firefox, Edge and a Docs add-on plus an MCP for agents | No Word, LMS, Zapier or mobile app; two language counts on two pages; no study record |
| 13 | Trinka | 4 of 8 | Chrome extension, Word, LMS, REST API (trinka.ai/pricing, read 10 November 2026) | Researchers who want the detector in Word, the browser and an API, with an LMS line for institutions | The LMS line is platform-wide and does not name the detector; the API is priced on request; no study record |
| 14 | QuillBot | 3 of 8 | Chrome extension, Word, Mobile app (quillbot.com/premium, read 8 November 2026) | Writers who want the check in Chrome, Edge, Word, macOS and on a phone | No API, LMS, Docs add-on, Zapier or MCP; no study record |
| 15 | Undetectable AI | 3 of 8 | Chrome extension, Zapier, REST API (undetectable.ai/develop, read 9 November 2026) | Readers who want a Chrome extension and a Zapier step with an API behind them | No Docs, Word, LMS, MCP or mobile app; the same company sells a humanizer; no study record |
| 16 | AI Detector Pro | 3 of 8 | Google Docs, Word, REST API (aidetector.pro/pricing, read 10 November 2026) | Writers who check inside Docs or Word and want an API on the Unlimited plan | API access requires the $49.98-a-month Unlimited plan and bills $0.09 per 4,000-character unit; no study record |
| 17 | Codequiry | 3 of 8 | LMS, MCP, REST API (codequiry.com/detect-ai-written-code, read 9 November 2026) | Computer science departments importing from Canvas, Moodle or Blackboard | Source code only; no browser extension, Docs, Word, Zapier or mobile app |
| 18 | Paperpal | 3 of 8 | Chrome extension, Google Docs, Word (paperpal.com/tools/ai-detector, read 10 November 2026) | Researchers who write in Word, Google Docs or Overleaf | No API; no study record; the 99% claim is the vendor's own |
| 19 | Resemble Detect | 3 of 8 | Chrome extension, MCP, REST API (resemble.ai/products/detect, read 9 November 2026) | Developers who want deepfake checks in Cursor or Claude Code and a browser | No Docs, Word, LMS, Zapier or mobile app stated; no study record |
| 20 | Smodin | 3 of 8 | Chrome extension, Google Docs, REST API (smodin.io/ai-content-detector, read 9 November 2026) | Readers who want a Chrome extension that also checks Google Docs, plus an API | No Word, LMS, Zapier, MCP or mobile app; the extension is a Premium feature; no study record |
| 21 | Surfer | 3 of 8 | Chrome extension, MCP, REST API (docs.surferseo.com/en/articles/9396434-su..., read 9 November 2026) | SEO teams already in Surfer who want the detector inside ChatGPT, an MCP and an API | The Docs extension and WordPress plugin serve the Content Editor, not the detector; API on the $299 plan; no study record |
| 22 | Hive | 2 of 8 | Chrome extension, REST API (thehive.ai/apis/ai-generated-content-clas..., read 8 November 2026) | Platforms moderating images and video through an API with a Chrome extension for spot checks | No Docs, Word, LMS, Zapier, MCP or mobile app; the one study record scored images |
| 23 | AI or Not | 2 of 8 | MCP, REST API (aiornot.com/ai-image-detector, read 9 November 2026) | Developers checking images, voice and video through an API or an MCP server | No browser extension, Docs, Word, LMS, Zapier or mobile app; the one study record scored images |
| 24 | Compilatio | 2 of 8 | LMS, REST API (compilatio.net/en/lms-integration, read 9 November 2026) | Institutions on Moodle, Canvas, Brightspace, Blackboard, Teams or Open LMS | No browser extension, Docs, Word, Zapier, MCP or mobile app; one study record |
| 25 | 2 of 8 | REST API, Mobile app (deepware.ai/us/index.html, read 9 November 2026) | Readers who want an Android app for video checks, with API access by contact | The Play Store page returned 404 and the scanner host was unreachable on 9 November 2026; no study record | |
| 26 | Hiya Deepfake Detector | 2 of 8 | Chrome extension, REST API (Chrome Web Store listing; developer.hiya.com, read 10 November 2026) | Readers who want a free browser voice check and a documented API for the same detection | The API is a business product priced in credits; the extension itself has no endpoint; no study record |
| 27 | Monica | 2 of 8 | Chrome extension, Mobile app (monica.im/tools/ai-content-detector, read 10 November 2026) | Readers who already run the Monica assistant in the browser or on a phone | The detector calls three third-party engines (GPTZero, Copyleaks, ZeroGPT); no API; no study record |
| 28 | Passed.ai | 2 of 8 | Chrome extension, Google Docs (web.archive.org, 7 June 2026, read 10 November 2026) | Teachers with an existing account reading a Google Docs audit | The service is closing; registration is closed; the engine was Originality.ai's; no study record |
| 29 | Proofademic | 2 of 8 | Google Docs, REST API (proofademic.ai/privacy-policy, read 8 November 2026) | Students who check a Google Doc and campuses that wire the API | No browser extension, Word, LMS, Zapier, MCP or mobile app; no study record |
| 30 | TruthScan | 2 of 8 | Chrome extension, REST API (truthscan.com, read 9 November 2026) | Teams checking images on any web page through a Chrome extension with an API behind it | No Docs, Word, LMS, Zapier, MCP or mobile app; the extension checks images, not text; no study record |
| 31 | WasItAI | 2 of 8 | Chrome extension, REST API (wasitai.com, read 9 November 2026) | Readers who check images from Chrome, Edge, Brave, Opera or Firefox | No Docs, Word, LMS, Zapier, MCP or mobile app; the detector is labelled BETA; no study record |
| 32 | GPT-2 Output Detector | 1 of 8 | REST API (huggingface.co/openai-community/roberta-b..., read 9 November 2026) | Developers who run the open-source detector locally | The API is a local Flask server, not a hosted service; no extension, Docs, Word, LMS, Zapier, MCP or mobile app |
| 33 | ZeroGPT | 1 of 8 | REST API (zerogpt.com/faq, read 8 November 2026) | Developers who want an API, with WhatsApp and Telegram bots on the side | No named LMS, extension, Docs, Word, Zapier, MCP or mobile app; the LMS line names no platform |
| 34 | Turnitin | 1 of 8 | LMS (guides.turnitin.com/hc/en-us/articles/284..., read 8 November 2026) | Institutions that see the AI indicator inside the Similarity Report through an LMS | No API, extension, Docs, Word, Zapier, MCP or mobile app for the detector; no AI indicator inside the LMS interface itself |
| 35 | GLTR | 1 of 8 | REST API (github.com/HendrikStrobelt/detecting-fake..., read 9 November 2026) | Developers who run the open-source demo server locally | The server is self-hosted; no extension, Docs, Word, LMS, Zapier, MCP or mobile app |
| 36 | BrandWell | 1 of 8 | Chrome extension (moxby.com/marketplace/ai-content-detector, read 9 November 2026) | Readers who already run the Moxby browser extension | The only surface is a Mod inside a third-party extension; the BrandWell page redirects to it; no API stated |
| 37 | Content Detector AI | 1 of 8 | Browser extension: the Moxby AI Content Detector Mod the address redirects to, for Chrome, Safari, Edge and Firefox (moxby.com, read 9 November 2026) | Readers who want the one surface the redirect target offers | The archived page was a paste-only web tool; the live surface is a third party's Mod |
| 38 | GPTKit | 1 of 8 | REST API: POST /api/detect with a bearer token, OpenAPI 1.0.0-beta (gptkit.ai/api-docs/v1, read 9 November 2026) | Developers on the Team or Institution plan | API access sits on the $10 and $20 plans; no extension, add-on or LMS |
| 39 | Fast-DetectGPT | 1 of 8 | REST API with keys from the fastdetect.net dashboard (fastdetect.net, read 10 November 2026); the repository itself is a local script | Researchers who want to call the method as a service | The API belongs to the hosted demo operator; prices sit behind login; the paper publishes none |
| 40 | Illuminarty | 1 of 8 | REST API (illuminarty.ai, read 9 November 2026) | Developers who want an image API with a stated daily request quota | The browser add-on was announced in March 2023 and not shipped on the pages read; api.illuminarty.ai answered with an empty page |
| 41 | Sightengine | 1 of 8 | REST API (sightengine.com/docs/ai-generated-image-d..., read 9 November 2026) | Platforms calling one API for AI detection and moderation | No extension, Docs, Word, LMS, Zapier, MCP or mobile app; no study record |
| 42 | Codeleaks | 1 of 8 | REST API (copyleaks.com/codeleaks, read 9 November 2026) | Teams already on the Copyleaks API for plagiarism and licence scanning | The AI code verdict was removed from the API submit endpoints on 16 December 2025; no study record |
| 43 | Ircam Amplify | 1 of 8 | REST API: POST /aidetector/v2 with OAuth client credentials, webhooks signed with HMAC-SHA256 (docs.ircamamplify.io, read 10 November 2026) | Labels and distributors integrating a music check into a pipeline | Access by application; no price per track; music only; no study record |
| 44 | Isgen | 1 of 8 | REST API via RapidAPI, AI Detection (isgenai) (isgen.ai/pricing, read 9 November 2026) | Developers who want the detector through a RapidAPI listing | API plans by contact; no extension, add-on or LMS; no study record |
| 45 | JustDone | 1 of 8 | Chrome extension (justdone.com/ai-detector, read 8 November 2026) | Readers who want a Chrome extension and nothing else | No API, Docs, Word, LMS, Zapier, MCP or mobile app stated; no study record |
| 46 | McAfee Deepfake Detector | 1 of 8 | Chrome extension, as a web extension bundled on Windows AI PCs (mcafee.com/ai/deepfake-detector, read 10 November 2026) | Readers who want the alert inside the browser with no upload | Runs only on named Lenovo, HP and Intel Core Ultra PCs; no API, no standalone download; no study record |
| 47 | Phrasly | 1 of 8 | REST API (business.phrasly.ai/docs/ai-detection-api, read 8 November 2026) | Developers on the Business API | No extension, Docs, Word, LMS, Zapier, MCP or mobile app stated; no study record |
| 48 | Pindrop Pulse | 1 of 8 | REST API, Pulse Inspect (pindrop.com, read 9 November 2026) | Contact centres on a named CCaaS platform | CCaaS and meeting platforms are integrations outside the eight counted; no public API documentation was found |
| 49 | Reality Defender | 1 of 8 | REST API (realitydefender.com/api, read 9 November 2026) | Enterprises integrating SDKs, webhooks and Teams or call-centre feeds | SDKs, RealMeeting and RealCall are not among the eight surfaces counted; no extension, Docs, Word, LMS, Zapier, MCP or mobile app |
| 50 | Sensity | 1 of 8 | REST API (docs.sensity.ai, read 9 November 2026) | Forensic teams integrating an API with webhooks, an SDK or an on-premise server | No extension, Docs, Word, LMS, Zapier, MCP or mobile app; access by sales; no study record |
| 51 | SynthID | 1 of 8 | Chrome extension (deepmind.google/models/synthid, read 9 November 2026) | Readers who ask Gemini or Chrome whether a Google AI model made a file | The Chrome surface is Google's own verification, not a detector extension; no API, Docs, Word, LMS, Zapier, MCP or mobile app stated; detects only SynthID watermarks |
| 52 | Turnitin Clarity | 1 of 8 | LMS (guides.turnitin.com/hc/en-us/articles/376..., read 9 November 2026) | Institutions launching Clarity from Canvas, Moodle, Blackboard or D2L through LTI 1.3 | A writing space, not a detector add-in; no API, extension, Docs, Word, Zapier, MCP or mobile app |
Cards that name no surface
| Detector | Why the count is zero | Source, read date |
|---|---|---|
| Scribbr | No integrations entry and no API: the detector page offers a web check with no sign-up and names no extension, add-in, LMS or API | scribbr.com/ai-detector, read 8 November 2026 |
| AIDetectPlus | No integrations entry and no API: the home page offers a widget and signed-in detectors and names no extension, add-in, LMS or API | aidetectplus.com, read 9 November 2026 |
| Writer | No integrations entry and no API: the detector was sunset on 22 December 2025; the legacy API endpoint is marked deprecated and the api field is false | dev.writer.com/api-reference-legacy/conte..., read 9 November 2026 |
| DetectGPT | No integrations entry and no API: a research method and MIT-licensed code with no hosted product; the api field is false | github.com/eric-mitchell/detect-gpt, read 9 November 2026 |
| Binoculars | No integrations entry and no API: a research method with a GitHub repository and a Hugging Face Space demo; the api field is false | github.com/ahans30/Binoculars, read 10 November 2026 |
| StealthWriter | No integrations entry and no API: the FAQ says "StealthWriter is a web-only tool [...] there is no public API" | stealthwriter.ai/faq, read 10 November 2026 |
| Wordtune | No integrations entry and no API on the archived page; the widget's host returned 404 on 10 November 2026 | web.archive.org, 30 March 2025, read 10 November 2026 |
| Check For AI | No integrations entry and no API: an account-based web tool, sunset in July 2023 | web.archive.org, 27 May 2023, read 10 November 2026 |
| Writefull | No integrations entry: the archived FAQ offered API access on request by email with no documentation, and the tool is discontinued; the api field is false | web.archive.org, 31 December 2024, read 10 November 2026 |
| ElevenLabs Classifier | No integrations entry and no API: a web page and an in-app Audio Detector; no classifier endpoint appears in the API reference | elevenlabs.io/docs, read 10 November 2026 |
| FakeCatcher | No integrations entry and no API: Intel publishes no product page, sign-up, download or API | intel.com newsroom, 14 November 2022, read 10 November 2026 |
| Deepfake-O-Meter | No integrations entry and no API: a web platform with a login whose front end calls an undocumented backend; the api field is false | zinc.cse.buffalo.edu/ubmdfl/deep-o-meter, read 10 November 2026 |
| GPT Radar | No integrations entry and no API: an account-based paste tool, withdrawn in 2026 | web.archive.org, 12 July 2026, read 10 November 2026 |
| Grammica | No integrations entry and no API on the archived page; the detector was removed in the 2026 relaunch | web.archive.org, 31 July 2025, read 10 November 2026 |
| IvyPanda | No integrations entry and no API: a paste box on a study-help site | ivypanda.com/tools/gpt-essay-checker, read 10 November 2026 |
| SEO.ai | No integrations entry: the widget posts to an undocumented endpoint with no public API page; the api field is false | tools.seo.ai widget bundle, read 10 November 2026 |
| AI Writing Check | No integrations entry and no API on the archived page; withdrawn in August 2023 | web.archive.org, 17 July 2023, read 10 November 2026 |
| RADAR | No product surface: a GitHub repository, a Hugging Face model and a Space demo whose endpoint the model card calls "our API service hosted on Huggingface Space", read as a research demo rather than a product API (the Binoculars reading); the api field is false | huggingface.co/TrustSafeAI/RADAR-Vicuna-7B, read 10 November 2026 |
| Ghostbuster | No product surface: research code run with the user's own OpenAI key and a paste-only demo page | github.com/vivek3141/ghostbuster, read 10 November 2026 |
One of twelve rankings in the rankings hub, beside file types and input limits. The API feature slice and the LMS integrations slice list the cards behind two of the eight surfaces, and the home board shows every AI detector in the index on the same fourteen fields.
Which AI detectors should you check first?
- Ifyou want the detector in a browser, a phone and an automation step: Walter Writes, 6 of 8, with LMS access through the API only.
- Ifyou teach in Google Docs and Classroom and need an API for the back office: GPTZero or Pangram, 5 of 8 each.
- Ifyou run Canvas, Moodle, Blackboard, D2L, Schoology, Edsby or Sakai: Copyleaks, the widest LMS list, or Compilatio for European platforms including Teams and Open LMS.
- Ifyou write in Word as much as Docs: Sapling, Grammarly, Grammarly Authorship or QuillBot, the four cards naming a Word route.
- Ifyou want an MCP server for Claude, Cursor or Codex: Copyleaks, Originality.ai, Pangram, Sapling, Walter Writes, Quetext, Codequiry, Surfer or AI or Not.
- Ifyou need only an API: seven cards name that surface alone, from Sightengine and Sensity for media to Phrasly and ZeroGPT for text.
What does each card name, tool by tool?

Walter Writes
- Verdict
- Fits readers who want the detector in the browser, the terminal, an automation and a phone at once.
- Value
- 6 of 8 surfaces: Chrome extension, LMS, Zapier, MCP, REST API, Mobile app. The card's integrations field reads: Chrome extension (Gmail, Docs, LinkedIn, Notion, Slack, ChatGPT, Claude); Walter MCP for Claude; Walter MCP for Codex; Free GPTs on ChatGPT; Zapier; Mobile app (iOS and Android); LMS via API (Canvas, Moodle, Schoology; native plugin not published); API field: available, https://docs.walterwrites.ai/api-reference/detector (walterwrites.ai/chrome-extension, read 8 November 2026).
- Best for
- Writers who move between Gmail, Docs, Slack and a phone and want the same check in each.
- Main limitation
- No native LMS plugin: Canvas, Moodle and Schoology are reached through the API; no study record.

GPTZero
- Verdict
- Fits classrooms that live in Google Docs, Classroom and Canvas, with Zapier and an API behind them.
- Value
- 5 of 8 surfaces: Chrome extension, Google Docs, LMS, Zapier, REST API. The card's integrations field reads: Chrome Extension (Gmail, Google Docs, Classroom, social media); Google Docs; Google Classroom; Canvas; Zapier; API; API field: available, https://docs.gptzero.me/ (gptzero.me, read 8 November 2026).
- Best for
- Teachers working in Google Docs and Classroom with an API for the back office.
- Main limitation
- No Word add-in or mobile app stated; 9 of 18 false accusations in Weber-Wulff 2023.

Copyleaks
- Verdict
- Fits institutions that need the widest LMS list in the index plus a Docs add-on, extension, MCP and API.
- Value
- 5 of 8 surfaces: Chrome extension, Google Docs, LMS, MCP, REST API. The card's integrations field reads: Canvas; D2L; Moodle; Blackboard; Schoology; Edsby; Sakai; Google Classroom; Browser extension (Chrome, Edge, Firefox); Google Docs Add-on; WordPress add-on; MCP access; API field: available, https://docs.copyleaks.com/resources/sdks/python (copyleaks.com/ai-content-detector, read 8 November 2026).
- Best for
- Institutions on Canvas, Moodle, Blackboard, D2L, Schoology, Edsby or Sakai.
- Main limitation
- No Zapier or mobile app stated; 10 of 10 Spanish human theses flagged in Orenstrakh 2023.

Originality.ai
- Verdict
- Fits publishers who check in Docs through the extension and automate through the API or MCP.
- Value
- 5 of 8 surfaces: Chrome extension, Google Docs, LMS, MCP, REST API. The card's integrations field reads: Chrome Extension (Google Docs, Writing Replay); Firefox Extension; Google Classroom (via Chrome extension); Moodle Plugin 2.0; API; MCP; Bulk Scan; API field: available, https://docs.originality.ai/api-v2-0-new (originality.ai/extensions, read 8 November 2026).
- Best for
- Content teams in Google Docs and WordPress with a Moodle plugin for education.
- Main limitation
- Chrome and Firefox only; no Word, Zapier or mobile app stated.

Pangram
- Verdict
- Fits education buyers who want three named LMS routes and an MCP server from one vendor.
- Value
- 5 of 8 surfaces: Chrome extension, Google Docs, LMS, MCP, REST API. The card's integrations field reads: Chrome extension; Firefox extension; Google Docs; Gmail; Google Classroom; Canvas; Moodle; Brightspace (D2L); MCP server; API field: available, https://docs.pangram.com/quickstart (pangram.com, read 8 November 2026).
- Best for
- Teachers and editors in Docs, Gmail, Classroom, Canvas, Moodle or Brightspace.
- Main limitation
- No Word add-in, Zapier or mobile app stated; 2 study records.

Sapling
- Verdict
- Fits office workers who write in Word as much as Docs and want an API with a zero-retention flag.
- Value
- 5 of 8 surfaces: Chrome extension, Google Docs, Word, MCP, REST API. The card's integrations field reads: Chrome extension AI Content Detector for ChatGPT; Word add-in; Browser extensions (Chrome, Firefox, Edge, Opera, Brave) for the writing product; Google Docs; Gmail; Outlook; 73 integrations including Zendesk, Salesforce, Slack, Notion, WordPress; MCP server; API field: available, https://sapling.ai/docs/api/detector/ (sapling.ai/integrations, read 8 November 2026).
- Best for
- Teams that want a Word add-in beside the Docs and Chrome routes.
- Main limitation
- No named LMS, Zapier or mobile app; the web tool's policy stores content with no period.

Winston AI
- Verdict
- Fits publishers who want Zapier and WordPress beside the extension and API.
- Value
- 4 of 8 surfaces: Chrome extension, LMS, Zapier, REST API. The card's integrations field reads: Chrome Extension; Google Classroom; WordPress; Zapier; API; GPT apps in ChatGPT; API field: available, https://docs.gowinston.ai/api-reference/introduction (gowinston.ai/ai-content-detector, read 8 November 2026).
- Best for
- WordPress publishers and Classroom teachers who automate with Zapier.
- Main limitation
- No Docs, Word, MCP or mobile app stated; Google Classroom is the one LMS named.

Grammarly
- Verdict
- Fits readers who want the check inside the writing tool they already use, with no API behind it.
- Value
- 4 of 8 surfaces: Chrome extension, Google Docs, Word, Mobile app. The card's integrations field reads: Browser extension (Chrome, Safari, Firefox, Edge); Grammarly for MS Office; Grammarly for Google Docs; Desktop (Windows, Mac); Mobile (iPhone, iPad, Android) (grammarly.com/ai-detector, read 8 November 2026).
- Best for
- Readers who already run Grammarly in the browser, Office, Docs and on a phone.
- Main limitation
- No API, LMS, Zapier or MCP; the detector is a feature inside the writing product; no study record.

Grammarly Authorship
- Verdict
- Fits students who will be asked for process evidence inside Docs, Word or Canvas.
- Value
- 4 of 8 surfaces: Chrome extension, Google Docs, Word, LMS. The card's integrations field reads: Google Docs (Grammarly browser extension for Chrome and Edge); Microsoft Word (Grammarly desktop app for Windows and Mac); Grammarly docs and the Grammarly Editor (Authorship agent runs automatically); Canvas LMS submissions (product page); Superhuman Go (product page FAQ); Grammarly for Education admin panel, Authorship Analytics tab (grammarly.com/authorship, read 9 November 2026).
- Best for
- Students writing in Google Docs or Word who expect to show a process record through Canvas.
- Main limitation
- A process record, not a classifier; no API, Zapier, MCP or mobile app stated.

Quetext
- Verdict
- Fits readers who want a browser extension, a Docs add-on, an MCP server and a metered API from one free plan.
- Value
- 4 of 8 surfaces: Chrome extension, Google Docs, MCP, REST API. The card's integrations field reads: Chrome AI Detector extension; Chrome Plagiarism Checker extension; Firefox add-on; Microsoft Edge extension; Google Docs add-on (Google Workspace Marketplace); Quetext MCP (app.quetext.com/mcp, 8 tools including create_ai_detection_report); REST API v2; Bulk Scan (up to 100 documents); URL Checker; API field: available, https://www.quetext.com/developers-api (quetext.com/integrations, read 9 November 2026).
- Best for
- Students who want Chrome, Firefox, Edge and a Docs add-on plus an MCP for agents.
- Main limitation
- No Word, LMS, Zapier or mobile app; two language counts on two pages; no study record.

Codequiry
- Verdict
- Fits code courses that need LMS import, an MCP server and an API for source code.
- Value
- 3 of 8 surfaces: LMS, MCP, REST API. The card's integrations field reads: Canvas (bulk import); Moodle (bulk import); Blackboard (bulk import); LTI LMS integration; Desktop client; Command-line client (Plagiarism Terminal); MCP server (Claude, Cursor); SSO/SAML; ZIP upload; API field: available, https://codequiry.com/usage/api (codequiry.com/detect-ai-written-code, read 9 November 2026).
- Best for
- Computer science departments importing from Canvas, Moodle or Blackboard.
- Main limitation
- Source code only; no browser extension, Docs, Word, Zapier or mobile app.

QuillBot
- Verdict
- Fits writers inside the QuillBot suite, with Word and mobile but no API.
- Value
- 3 of 8 surfaces: Chrome extension, Word, Mobile app. The card's integrations field reads: Google Chrome extension; Microsoft Edge extension; macOS app; Word add-in; Android keyboard and app; iOS keyboard and app (quillbot.com/premium, read 8 November 2026).
- Best for
- Writers who want the check in Chrome, Edge, Word, macOS and on a phone.
- Main limitation
- No API, LMS, Docs add-on, Zapier or MCP; no study record.

Smodin
- Verdict
- Fits readers who check web pages and Docs in the browser and developers on the API.
- Value
- 3 of 8 surfaces: Chrome extension, Google Docs, REST API. The card's integrations field reads: Chrome extension (check text on any web page, Google Docs); REST API (api.smodin.io, AI Detection and AI Detection V2 endpoints); File upload (.txt, .doc, .docx, .pdf); API field: available, https://docs.smodin.io/reference/v2-ai-detection-single (smodin.io/ai-content-detector, read 9 November 2026).
- Best for
- Readers who want a Chrome extension that also checks Google Docs, plus an API.
- Main limitation
- No Word, LMS, Zapier, MCP or mobile app; the extension is a Premium feature; no study record.

Surfer
- Verdict
- Fits SEO teams on Surfer's higher plans who want the detector in ChatGPT, an MCP and an API.
- Value
- 3 of 8 surfaces: Chrome extension, MCP, REST API. The card's integrations field reads: Surfer API V1 (AI Detector and Humanizer endpoints; Peace of Mind or Enterprise plan); Keyword Surfer Chrome extension (Humanizer and AI detector inside ChatGPT); Surfer MCP; Surfer dashboard Humanizer tool (AI Detector % below the text box); Google Docs extension and WordPress plugin (Content Editor, not the detector); API field: available, https://docs.surferseo.com/en/articles/5700335-surfer-api-introduction (docs.surferseo.com/en/articles/9396434-su..., read 9 November 2026).
- Best for
- SEO teams already in Surfer who want the detector inside ChatGPT, an MCP and an API.
- Main limitation
- The Docs extension and WordPress plugin serve the Content Editor, not the detector; API on the $299 plan; no study record.

Undetectable AI
- Verdict
- Fits readers who want a free extension and a Zapier automation from one vendor.
- Value
- 3 of 8 surfaces: Chrome extension, Zapier, REST API. The card's integrations field reads: Chrome extension; Zapier; REST API (ai-detect.undetectable.ai); API field: available, https://help.undetectable.ai/en/article/detector-api-1cf74il/ (undetectable.ai/develop, read 9 November 2026).
- Best for
- Readers who want a Chrome extension and a Zapier step with an API behind them.
- Main limitation
- No Docs, Word, LMS, MCP or mobile app; the same company sells a humanizer; no study record.

AI or Not
- Verdict
- Fits developers who want media checks through an API and an MCP server for Claude, Cursor or Codex.
- Value
- 2 of 8 surfaces: MCP, REST API. The card's integrations field reads: REST API (api.aiornot.com/v2); MCP server (Claude, Cursor, Codex); AI or Not: Live Voice for Zoom; Reverse image search report; API field: available, https://docs.aiornot.com/ (aiornot.com/ai-image-detector, read 9 November 2026).
- Best for
- Developers checking images, voice and video through an API or an MCP server.
- Main limitation
- No browser extension, Docs, Word, LMS, Zapier or mobile app; the one study record scored images.

Compilatio
- Verdict
- Fits European institutions that want six named LMS routes and an API.
- Value
- 2 of 8 surfaces: LMS, REST API. The card's integrations field reads: Moodle; Canvas; Brightspace (D2L); Blackboard (Learn and Learn Ultra); Microsoft Teams; Open LMS; Cineca; LTI custom integration; SSO; REST API (plagiarism, AI and altered text detection); API field: available, https://www.compilatio.net/en/plagiarism-detection-api/ (compilatio.net/en/lms-integration, read 9 November 2026).
- Best for
- Institutions on Moodle, Canvas, Brightspace, Blackboard, Teams or Open LMS.
- Main limitation
- No browser extension, Docs, Word, Zapier, MCP or mobile app; one study record.

Hive
- Verdict
- Fits moderation teams that want an API and a browser extension from one vendor now trading as Deploy.
- Value
- 2 of 8 surfaces: Chrome extension, REST API. The card's integrations field reads: Hive AI Detector Chrome extension; X Bot; Hive Detect (hivedetect.ai); Enterprise Application (no-code); Hive moderation dashboard; API field: available, https://docs.thehive.ai/docs/ai-generated-content-detection (thehive.ai/apis/ai-generated-content-clas..., read 8 November 2026).
- Best for
- Platforms moderating images and video through an API with a Chrome extension for spot checks.
- Main limitation
- No Docs, Word, LMS, Zapier, MCP or mobile app; the one study record scored images.
Deepware
- Verdict
- Fits readers checking suspect video on a phone, with both surfaces unreachable on the read date.
- Value
- 2 of 8 surfaces: REST API, Mobile app. The card's integrations field reads: Android app (Google Play listing com.zemana.deepware; the store page returned 404 on 9 November 2026); API key access and offline SDK by contact; Scan by link from YouTube, Facebook and Twitter; API field: available, https://deepware.ai/us/faq/index.html (deepware.ai/us/index.html, read 9 November 2026).
- Best for
- Readers who want an Android app for video checks, with API access by contact.
- Main limitation
- The Play Store page returned 404 and the scanner host was unreachable on 9 November 2026; no study record.

Proofademic
- Verdict
- Fits readers who want a Docs route and a campus API.
- Value
- 2 of 8 surfaces: Google Docs, REST API. The card's integrations field reads: Google Docs (scope requested to analyze a chosen document); Developer platform API for campus systems; API field: available, https://docs.proofademic.ai (proofademic.ai/privacy-policy, read 8 November 2026).
- Best for
- Students who check a Google Doc and campuses that wire the API.
- Main limitation
- No browser extension, Word, LMS, Zapier, MCP or mobile app; no study record.

TruthScan
- Verdict
- Fits operations teams that want image checks in the browser and text, image and PDF checks through an API.
- Value
- 2 of 8 surfaces: Chrome extension, REST API. The card's integrations field reads: REST API (detect-text.truthscan.com) with a WebSocket endpoint and webhook notifications; Separate APIs for PDF, image, audio and video detection, plus an image detection client SDK; Chrome extension (image checks on any page); Dashboard with batch ZIP upload and CSV export; TruthScan Capture (beta): live photo retake link for flagged submissions; Word, PDF and Google Docs document processing for enterprise users (FAQ); API field: available, https://truthscan.com/truthscan-ai-text-detection-api-documentation (truthscan.com, read 9 November 2026).
- Best for
- Teams checking images on any web page through a Chrome extension with an API behind it.
- Main limitation
- No Docs, Word, LMS, Zapier, MCP or mobile app; the extension checks images, not text; no study record.

WasItAI
- Verdict
- Fits readers who want an image check from a browser extension with an API for volume.
- Value
- 2 of 8 surfaces: Chrome extension, REST API. The card's integrations field reads: Chrome browser extension (and Chromium browsers such as Edge, Brave and Opera); Firefox browser extension; Safari extension (coming soon); API field: available, https://wasitai.com/api/documentation (wasitai.com, read 9 November 2026).
- Best for
- Readers who check images from Chrome, Edge, Brave, Opera or Firefox.
- Main limitation
- No Docs, Word, LMS, Zapier, MCP or mobile app; the detector is labelled BETA; no study record.

GPT-2 Output Detector
- Verdict
- Fits developers who host the RoBERTa detector themselves.
- Value
- 1 of 8 surfaces: REST API. The card's integrations field reads: no integrations entry; API field: available, https://huggingface.co/openai-community/roberta-base-openai-detector (huggingface.co/openai-community/roberta-b..., read 9 November 2026).
- Best for
- Developers who run the open-source detector locally.
- Main limitation
- The API is a local Flask server, not a hosted service; no extension, Docs, Word, LMS, Zapier, MCP or mobile app.

Turnitin
- Verdict
- Fits institutions whose only route is the LMS-launched Similarity Report.
- Value
- 1 of 8 surfaces: LMS. The card's integrations field reads: LMS (Moodle, Blackboard, Canvas, etc.) via the Similarity Report; no AI indicator embedded in the LMS user interface; Microsoft Teams (Feedback Studio integration only) (guides.turnitin.com/hc/en-us/articles/284..., read 8 November 2026).
- Best for
- Institutions that see the AI indicator inside the Similarity Report through an LMS.
- Main limitation
- No API, extension, Docs, Word, Zapier, MCP or mobile app for the detector; no AI indicator inside the LMS interface itself.

ZeroGPT
- Verdict
- Fits developers on the API; the bots are not among the eight surfaces.
- Value
- 1 of 8 surfaces: REST API. The card's integrations field reads: LMS or enterprise systems via API (no named LMS); WhatsApp bot; Telegram bot; API field: available, https://app.theneo.io/olive-works-llc/zerogpt-docs/zerogpt-business-api (zerogpt.com/faq, read 8 November 2026).
- Best for
- Developers who want an API, with WhatsApp and Telegram bots on the side.
- Main limitation
- No named LMS, extension, Docs, Word, Zapier, MCP or mobile app; the LMS line names no platform.

GLTR
- Verdict
- Fits developers who host GLTR themselves.
- Value
- 1 of 8 surfaces: REST API. The card's integrations field reads: no integrations entry; API field: available, https://github.com/HendrikStrobelt/detecting-fake-text (github.com/HendrikStrobelt/detecting-fake..., read 9 November 2026).
- Best for
- Developers who run the open-source demo server locally.
- Main limitation
- The server is self-hosted; no extension, Docs, Word, LMS, Zapier, MCP or mobile app.

BrandWell
- Verdict
- Fits Moxby users; the detector reaches them only through that extension.
- Value
- 1 of 8 surfaces: Chrome extension. The card's integrations field reads: Moxby browser extension (Chrome, Safari, Edge, Firefox) via the AI Content Detector Mod; URL fetch and file upload (archived BrandWell page); WriteWell AI writer and humanizer (archived page); RankWell editor: configured detection and review tools (live page) (moxby.com/marketplace/ai-content-detector, read 9 November 2026).
- Best for
- Readers who already run the Moxby browser extension.
- Main limitation
- The only surface is a Mod inside a third-party extension; the BrandWell page redirects to it; no API stated.

JustDone
- Verdict
- Fits readers who check in Chrome and need no other route.
- Value
- 1 of 8 surfaces: Chrome extension. The card's integrations field reads: Chrome Extension (justdone.com/ai-detector, read 8 November 2026).
- Best for
- Readers who want a Chrome extension and nothing else.
- Main limitation
- No API, Docs, Word, LMS, Zapier, MCP or mobile app stated; no study record.

Phrasly
- Verdict
- Fits developers who want the API and nothing else.
- Value
- 1 of 8 surfaces: REST API. The card's integrations field reads: no integrations entry; API field: available, https://business.phrasly.ai/docs/ai-detection-api (business.phrasly.ai/docs/ai-detection-api, read 8 November 2026).
- Best for
- Developers on the Business API.
- Main limitation
- No extension, Docs, Word, LMS, Zapier, MCP or mobile app stated; no study record.

Reality Defender
- Verdict
- Fits enterprises that integrate through an API and SDKs rather than a desktop add-in.
- Value
- 1 of 8 surfaces: REST API. The card's integrations field reads: SDKs for Python, TypeScript, Go, Rust and Java; REST API with webhooks; RealMeeting for Microsoft Teams (live audio and video); RealCall in the IVR and live contact-centre calls; RealScan browser review; Social media URL submission (Facebook, Instagram, Twitter/X, YouTube, TikTok, Threads); API field: available, https://docs.realitydefender.com/api-reference/quickstart (realitydefender.com/api, read 9 November 2026).
- Best for
- Enterprises integrating SDKs, webhooks and Teams or call-centre feeds.
- Main limitation
- SDKs, RealMeeting and RealCall are not among the eight surfaces counted; no extension, Docs, Word, LMS, Zapier, MCP or mobile app.

Sensity
- Verdict
- Fits investigators who integrate at evidence ingestion through the API.
- Value
- 1 of 8 surfaces: REST API. The card's integrations field reads: REST API v2 (api.sensity.ai) with signed upload URLs, webhooks and CSV export; SDK; Web app at platform.sensity.ai with teams, roles and an analytics dashboard; URL submission from X, Instagram, TikTok, Facebook, LinkedIn, Reddit, Pinterest, YouTube, Vimeo, Dailymotion and Twitch; On-premise server, workstation and USB dongle deployments; Integration at evidence ingestion inside forensic environments (home page); API field: available, https://docs.sensity.ai/ (docs.sensity.ai, read 9 November 2026).
- Best for
- Forensic teams integrating an API with webhooks, an SDK or an on-premise server.
- Main limitation
- No extension, Docs, Word, LMS, Zapier, MCP or mobile app; access by sales; no study record.

Sightengine
- Verdict
- Fits developers who want everything in one API call.
- Value
- 1 of 8 surfaces: REST API. The card's integrations field reads: REST API (api.sightengine.com/1.0/check.json, models=genai, combinable with deepfake and moderation models in one call); Web demo with drag-and-drop and clipboard paste; Dashboard with detection history and detailed reports (free account); Callbacks viewable and testable from the dashboard (September 2026); Feedback API for submitting results to improve the models; Companion tools: C2PA Checker, EXIF and metadata viewer; API field: available, https://sightengine.com/docs/ai-generated-image-detection (sightengine.com/docs/ai-generated-image-d..., read 9 November 2026).
- Best for
- Platforms calling one API for AI detection and moderation.
- Main limitation
- No extension, Docs, Word, LMS, Zapier, MCP or mobile app; no study record.

SynthID
- Verdict
- Fits readers checking for a Google watermark from Chrome or the Gemini app.
- Value
- 1 of 8 surfaces: Chrome extension. The card's integrations field reads: Gemini app, Google Search and Chrome (ask whether an image, video or audio clip was created or altered by Google AI); SynthID Detector portal (synthid.com); Hugging Face Transformers v4.46.0+ (SynthID Text logits processor and Bayesian detector); GitHub reference implementation (google-deepmind/synthid-text); Content Credentials (C2PA) shown alongside SynthID results in Gemini; GetReal Security (detection partner announced May 2025) (deepmind.google/models/synthid, read 9 November 2026).
- Best for
- Readers who ask Gemini or Chrome whether a Google AI model made a file.
- Main limitation
- The Chrome surface is Google's own verification, not a detector extension; no API, Docs, Word, LMS, Zapier, MCP or mobile app stated; detects only SynthID watermarks.

Turnitin Clarity
- Verdict
- Fits institutions that want the writing space inside the LMS.
- Value
- 1 of 8 surfaces: LMS. The card's integrations field reads: LTI 1.3 in Canvas, Moodle, Blackboard and D2L (recommended for the optimal experience); Turnitin website (Turnitin online, without an LMS); Turnitin Feedback Studio (Similarity Report, AI Writing Report, grading and feedback); Turnitin Originality add-on (AI writing detection inside the Writing Report); AI assistant powered by Anthropic Claude 4.5 Haiku; grammar feedback by Amazon Nova 2 Lite; citations checker by Claude 4.5 Haiku; Sub-account enablement; data export under New Standard Assignments (guides.turnitin.com/hc/en-us/articles/376..., read 9 November 2026).
- Best for
- Institutions launching Clarity from Canvas, Moodle, Blackboard or D2L through LTI 1.3.
- Main limitation
- A writing space, not a detector add-in; no API, extension, Docs, Word, Zapier, MCP or mobile app.

Resemble Detect
- Verdict
- Fits developers who want the detector inside a coding agent and a browser.
- Value
- 3 of 8: a Deepfake Detection Chrome extension, MCP for Cursor and Claude Code, and a REST API with Python, Node.js and JavaScript SDKs (resemble.ai/products/detect, read 9 November 2026).
- Best for
- Engineering teams wiring detection into their own pipelines.
- Main limitation
- Microsoft Teams, Zoom, Webex and Google Meet are stated as meeting surfaces outside the eight counted; no indexed study tested Resemble Detect.

Illuminarty
- Verdict
- Fits developers who can work from a stated request quota without documentation.
- Value
- 1 of 8: a REST API with 10,000 requests a day on Basic, 40,000 on Pro and unlimited on Enterprise (illuminarty.ai, read 9 November 2026).
- Best for
- Small teams checking images at a known daily volume.
- Main limitation
- No documentation page was found and api.illuminarty.ai answered with an empty page on 9 November 2026; the browser add-on announced in 2023 is not shipped.

Codeleaks
- Verdict
- Fits teams that already send code through the Copyleaks API and want to know what it still returns.
- Value
- 1 of 8: the Copyleaks v3 scans endpoints accept source code files and URLs for plagiarism and licence scanning (copyleaks.com/codeleaks, read 9 November 2026).
- Best for
- Platforms with repository-agnostic scanning from GitHub, GitLab and Stack Overflow.
- Main limitation
- The AI code detection verdict was withdrawn from the API on 16 December 2025 per the release notes, so the one counted surface no longer returns the feature the card is named for.

Pindrop Pulse
- Verdict
- Fits contact centres whose platform Pindrop names.
- Value
- 1 of 8: Pulse Inspect is described as an "API-driven batch-processing platform"; Verizon, Genesys, Five9, Amazon Connect, Cisco and NICE, and Zoom, Webex and Teams, are stated as platforms outside the eight surfaces the ranking counts (pindrop.com, read 9 November 2026).
- Best for
- Enterprises adding voice deepfake scoring to an existing telephony stack.
- Main limitation
- No public API documentation page was found on 9 November 2026; no price, no free tier, no study record.

PlagiarismCheck
- Verdict
- Fits institutions that want one suite reaching the LMS, Google Docs, a browser extension and an API.
- Value
- 4 of 8 surfaces: a TraceGPT Chrome extension, a Google Docs add-on, LMS integrations (Canvas, Moodle, Google Classroom, Schoology, Brightspace, Blackboard and Populi) and a REST API at /api/v1/chat-gpt/ (plagiarismcheck.org/ai-detector, plagiarismcheck.org/for-developers, read 9 November 2026).
- Best for
- Schools on one of the six counted LMS platforms that also want a Docs add-on.
- Main limitation
- The one record, Weber-Wulff 2023, ranked the detector 13th of 14 with 19 of 36 AI documents undetected; the API token is issued by support to a registered account rather than self-served.

Detecting-AI.com
- Verdict
- Fits developers who want the detector as an API, an MCP server and a Zapier action, plus a Moodle connector.
- Value
- 4 of 8 surfaces: a Moodle connector (API-based, server-side key), a Zapier app with three actions, a remote MCP server (detect_ai_text) and a REST API at api.detecting-ai.com (detecting-ai.com, detecting-ai.com/api-docs, read 10 November 2026).
- Best for
- Automation builders and Moodle sites that want AI detection as a service call.
- Main limitation
- No browser extension, Google Docs or Word add-on; no study in the index tested Detecting-AI.com, and its 99% (accuracy) and under-1% false positive claims carry no base.

AI Detector Pro
- Verdict
- Fits writers who want the check inside Google Docs or Word, with an API behind a subscription.
- Value
- 3 of 8 surfaces: a Google Docs plugin, a Word (Office 365) plugin and a REST API billed per use on the Unlimited plan (aidetector.pro/pricing, aidetector.pro/developers, read 10 November 2026).
- Best for
- Individuals editing in Docs or Word who want the scan where they write.
- Main limitation
- The API needs the Unlimited plan ($49.98 a month) and bills $0.09 per unit of up to 4,000 characters; no study in the index tested AI Detector Pro.

Paperpal
- Verdict
- Fits researchers who want the detector inside Word, Google Docs and Overleaf through a browser extension.
- Value
- 3 of 8 surfaces: an MS Word add-in, Google Docs through the Chrome and Edge extension, and the Chrome extension itself, which also runs on Overleaf (paperpal.com/tools/ai-detector, read 10 November 2026).
- Best for
- Manuscript authors who move between Word and Overleaf.
- Main limitation
- No API is documented; no study in the index tested Paperpal; the vendor's 99% (accuracy) figure carries no base.

Content Detector AI
- Verdict
- Fits readers who want to know what the redirect target offers; the original tool named no surface.
- Value
- 1 of 8 surfaces: the Moxby browser extension (Chrome, Safari, Edge, Firefox) through the AI Content Detector Mod that contentdetector.ai redirected to on 9 November 2026 (moxby.com/marketplace/ai-content-detector, read 9 November 2026); the archived page of 11 May 2026 was a paste-only web tool.
- Best for
- Readers tracing where the tool went.
- Main limitation
- The surface belongs to the redirect target, the same Mod that BrandWell's page resolves to, not to the archived product that three studies tested.

GPTKit
- Verdict
- Fits developers who want an OpenAPI-documented endpoint from the detector with 0 of 114 false positives.
- Value
- 1 of 8 surfaces: a REST API, POST /api/detect with a bearer token and GET /api/detect/{detection_id}, documented at OpenAPI 1.0.0-beta (gptkit.ai/api-docs/v1, read 9 November 2026); API Access is listed on the Team and Institution plans.
- Best for
- Small teams pooling credits across up to 8 or 20 members.
- Main limitation
- No extension, add-on or LMS integration; the API is sold inside the $10 and $20 monthly plans rather than per word.
Fast-DetectGPT
- Verdict
- Fits researchers who want the open method as a hosted call rather than a local run.
- Value
- 1 of 8 surfaces: a REST API with API keys from the fastdetect.net dashboard (fastdetect.net/#/apidoc, read 10 November 2026); the GitHub repository offers a local demo script and a separate Glimpse extension for proprietary scoring models.
- Best for
- Experiments that need the detector behind an endpoint.
- Main limitation
- The API is the hosted demo operator's, with plan names and a requests-per-month unit behind login and no amounts published; the paper and repository document no API.

Isgen
- Verdict
- Fits developers who want the 80-language detector through a marketplace API.
- Value
- 1 of 8 surfaces: a REST API listed on RapidAPI as AI Detection (isgenai); the pricing page says "For Custom Usage or API Plans, Contact us" (isgen.ai/pricing, rapidapi.com, read 9 November 2026).
- Best for
- Developers who already buy through RapidAPI.
- Main limitation
- API plans are by contact; no extension, add-on or LMS; no study in the index tested Isgen.

Trinka
- Verdict
- Fits researchers who want the check inside Word and the browser, with an API and an institutional LMS route.
- Value
- 4 of 8 surfaces: a browser plug-in for Chrome, Firefox and Edge, a Word add-in and native app, LMS and SSO integration for institutions (Canvas, Moodle, Blackboard, D2L) and an AI Content Detector API on the developer portal (trinka.ai/pricing, developer.trinka.ai, read 10 November 2026).
- Best for
- Manuscript authors who write in Word and institutions on one of the four named LMSs.
- Main limitation
- The LMS line is a statement about the Trinka platform rather than the detector; the API page says "For pricing, please contact us"; no study in the index tested Trinka.

Monica
- Verdict
- Fits readers who want the detector inside an assistant they already run.
- Value
- 2 of 8 surfaces: the Chrome and Edge browser extension and the Android and iOS apps, the surfaces the detector page links (monica.im/tools/ai-content-detector, read 10 November 2026); desktop apps and Monica Code are assistant surfaces the count does not add.
- Best for
- Checking text from the browser or a phone without opening a web tool.
- Main limitation
- The page states that the detector combines GPTZero, Copyleaks and ZeroGPT calls, no API is documented, and no study in the index tested Monica.

Passed.ai
- Verdict
- Fits existing customers who want the document audit inside Google Docs for the rest of their term.
- Value
- 2 of 8 surfaces: the Passed.ai Chrome extension, which integrates with Google Docs for the Document Audit, History Report and Replay Tool (web.archive.org, 7 June 2026, read 10 November 2026).
- Best for
- A Google Docs writing-process audit from an account that still has a term to run.
- Main limitation
- Every page served a closing notice on 10 November 2026 and registration is closed; the detector was Originality.ai's engine and no study tested Passed.ai itself (passed.ai, read 10 November 2026).

Ircam Amplify
- Verdict
- Fits developers who want AI music detection as an authenticated endpoint with webhooks.
- Value
- 1 of 8 surfaces: a REST API (POST /aidetector/v2 and GET /aidetector/v2/{id} with one-hour OAuth tokens), signed webhooks, storage upload URLs and ISRC input for partners (docs.ircamamplify.io, read 10 November 2026); the home page's "RESTful API/ SDK" names an SDK with no documentation.
- Best for
- Catalogue-scale scans of up to 20 files per request.
- Main limitation
- Access is by application and approval, no per-track price is published, and no study in the index tested AIMD (ircamamplify.com, read 10 November 2026).

Hiya Deepfake Detector
- Verdict
- Fits readers who want the voice check in the browser and, for businesses, the same detection through a documented API.
- Value
- 2 of 8 surfaces: the Chrome extension (Chrome Web Store, version 1.2.2) and the Audio Intelligence API, which serves the AI Voice Detection the extension is "Powered by" at api.hiya.com/audiointel/{region}/v1 (Chrome Web Store listing, developer.hiya.com, read 10 November 2026).
- Best for
- A one-second voice check on a playing video, or an authenticity call from a business application.
- Main limitation
- The API is credits-metered with no public price and the extension has no endpoint of its own; no study in the index tested either.

McAfee Deepfake Detector
- Verdict
- Fits readers who want a browser alert that needs no click, on a PC that ships with it.
- Value
- 1 of 8 surfaces: "The Deepfake Detector web extension shows you exactly which parts of the audio are fake", preinstalled on select Lenovo AI PCs (2024) and HP OmniBook PCs (2025) and sold on Intel Core Ultra 200V PCs (mcafee.com/ai/deepfake-detector, mcafee.com newsroom, 3 January 2025, read 10 November 2026); the browser is not named, so the surface is counted as the extension.
- Best for
- Alerts while watching video, with the inference on the PC's NPU.
- Main limitation
- No API, no manual upload and no standalone download exist; the extension runs only on the named hardware; no study in the index tested it.
How we ranked
- Field sorted
- Count of the eight named integration surfaces the card's integrations list states: Chrome or browser extension, Google Docs, Microsoft Word, an LMS (Canvas, Moodle, Blackboard, D2L, Schoology, Google Classroom, Sakai, Edsby), Zapier, MCP, a documented REST API, a mobile app
- Direction
- Higher first
- Tie rule
- More study records first, then name
- Qualification
- At least one of the eight surfaces named on a vendor page; an entry the vendor's own words withhold from the detector does not count
- Qualified
- 52 of 72 detectors
Field sorted: the number of the eight named integration surfaces each card's integrations field states, compiled on 9 November 2026 from the vendor pages recorded on the cards (read 8 November 2026 for the first sixteen cards and 9 November 2026 for the twenty-two added that day). The eight surfaces: a Chrome or browser extension; a Google Docs add-on or extension; a Microsoft Word add-in; a named learning platform (Canvas, Moodle, Blackboard, D2L or Brightspace, Schoology, Google Classroom, Sakai or Edsby); Zapier; an MCP server; a documented REST API (the card's API field); a mobile app on iOS or Android. Direction: more ranks higher. Tie rule: more study records on the card first, then product name alphabetically, which is why GPTZero (12 records since Pegoraro 2023 was added on 9 November 2026) leads the five cards at 5 and Walter Writes stands alone at 6. Qualification rule: at least one of the eight surfaces named on a vendor page; a card whose integrations field is empty, or names only things outside the eight (bots, SDKs, a self-hosted demo), scores zero and is listed apart. Three entries are excluded on the vendor's own wording and the exclusions are recorded in the index data file: Surfer's Google Docs extension and WordPress plugin serve its Content Editor and "not the detector"; TruthScan's "Word, PDF and Google Docs document processing" is a file-type statement; ZeroGPT's "LMS or enterprise systems via API (no named LMS)" names no platform. 34 of 38 qualified on 9 November 2026; 38 of 72 qualify after the fifth wave, Resemble Detect at 3 of 8 and Illuminarty, Codeleaks and Pindrop Pulse at 1 of 8. Full rules: methodology page; no record in the studies index measures integrations, and the API slice and LMS slice list the cards behind two of the surfaces.
Why numbers differ between sources
Three pages added 9 November 2026 read the integrations field from other angles: the LMS coverage ranking counts the named LMS platforms that this ranking folds into one surface, the offline question reads the on-premise and self-hosted entries, and the Canvas without Turnitin question reads the Canvas names.
A vendor can name the same surface three ways and the count stays at one: GPTZero lists a Chrome extension "(Gmail, Google Docs, Classroom, social media)", then Google Docs, then Google Classroom as separate lines (gptzero.me, read 8 November 2026), which this ranking reads as three surfaces, extension, Docs and LMS, not five. Sapling lists "73 integrations including Zendesk, Salesforce, Slack, Notion, WordPress" for its writing product (sapling.ai, read 8 November 2026); none of those is one of the eight, so the line adds nothing to the count while the Word add-in, Docs, Chrome, MCP and API lines do. Reality Defender names SDKs in five languages, webhooks, RealMeeting for Teams and RealCall for call centres (realitydefender.com, read 9 November 2026) and scores 1, because only the API is among the eight. The API slice counts 39 cards with an available API and the LMS slice counts 14 cards naming a platform; both read the same fields this ranking reads, so the three pages agree card by card.
Twelve cards name a Google Docs route among the surfaces counted here, an add-on, an extension or a Docs integration; the Google Docs question, added 9 November 2026, lists them and records that no card states a pasted share link as an input.
The mobile app surface counted here is the whole of the mobile apps view: five cards name an iOS or Android app, and the view quotes what each page says the app is, read 10 November 2026.
Questions about AI detector integrations
Which AI detector has the most integrations?
Walter Writes names 6 of the 8 surfaces this ranking counts, a Chrome extension, LMS access through its API, Zapier, MCP servers for Claude and Codex, a REST API and iOS and Android apps, per its pages read 8 November 2026 (walterwrites.ai). GPTZero, Copyleaks, Originality.ai, Pangram and Sapling name 5 each.
Which AI detectors have a Chrome extension?
20 of the 72 cards name a Chrome or browser extension, from Walter Writes and GPTZero to JustDone and BrandWell, whose only named surface is a Mod inside the Moxby extension (moxby.com, read 9 November 2026). Extensions differ in what they check: TruthScan's and WasItAI's check images on a page, Smodin's checks text on any page including Google Docs, and Sapling's runs inside ChatGPT.
Which AI detectors work inside Google Docs?
10 cards name a Google Docs add-on or extension: Grammarly, Pangram, GPTZero, Copyleaks, Sapling, Originality.ai, Proofademic, Grammarly Authorship, Smodin and Quetext, per the vendor pages read 8 and 9 November 2026 and linked in the table. Surfer's Google Docs extension serves its Content Editor "not the detector" and is not counted (docs.surferseo.com, read 9 November 2026).
Which AI detectors integrate with Canvas, Moodle or Blackboard?
11 cards name a learning platform: Copyleaks (eight platforms), Compilatio (Moodle, Canvas, Brightspace, Blackboard, Teams, Open LMS, Cineca), Pangram, GPTZero, Turnitin, Turnitin Clarity, Codequiry, Originality.ai (Moodle plugin), Winston AI (Google Classroom), Grammarly Authorship (Canvas) and Walter Writes (Canvas, Moodle and Schoology through the API), per the pages read 8 and 9 November 2026. The LMS integrations slice lists each platform per card.
Which AI detectors have an MCP server?
9 cards name an MCP server on the vendor page: Pangram, Copyleaks, Sapling, Originality.ai, Walter Writes, Codequiry, AI or Not, Surfer and Quetext, read 8 and 9 November 2026. Quetext's lists 8 tools including create_ai_detection_report (quetext.com, read 9 November 2026); AI or Not's names Claude, Cursor and Codex as clients (aiornot.com, read 9 November 2026).
Which AI detectors have a mobile app?
4 cards: QuillBot (Android and iOS keyboard and app), Grammarly (iPhone, iPad, Android), Walter Writes (iOS and Android) and Deepware (an Android app whose Play Store page returned 404 on 9 November 2026), per the vendor pages read 8 and 9 November 2026. No other card names a phone app.
Does a longer integrations list mean a better detector?
No. The count records what a vendor names, read on a dated page, and nothing on this page measures whether a check inside Docs or Canvas gives the same result as the web tool. Walter Writes, first with 6, has no study record; Turnitin, with 1, has 5 (ranking by independent testing). Read the surfaces beside the false positive and data retention rankings.
How often is this ranking updated?
The count is computed from the index data file at every build, so a card's row moves the day its integrations field is re-read; the next scheduled recheck of every card is 8 December 2026 (methodology). The ranking was created on 9 November 2026 at index version 2026.11.13 from pages read 8 and 9 November 2026.
Sources and revisions
Sources
- Walter Writes Chrome extension and pricingwalterwrites.ai/chrome-extension
- GPTZerogptzero.me
- Copyleaks AI detectorcopyleaks.com/ai-content-detector
- Originality.ai extensionsoriginality.ai/extensions
- Pangrampangram.com
- Sapling integrationssapling.ai/integrations
- Winston AI detectorgowinston.ai/ai-content-detector
- Grammarly AI detectorgrammarly.com/ai-detector
- Grammarly Authorshipgrammarly.com/authorship
- Quetext integrationsquetext.com/integrations
- Codequiry AI code detectioncodequiry.com/detect-ai-written-code
- Smodin AI detectorsmodin.io/ai-content-detector
- Surfer humanizer and AI detector help articledocs.surferseo.com/en/articles/9396434-su...
- Compilatio LMS integrationcompilatio.net/en/lms-integration
- AI or Not image detector and MCPaiornot.com/ai-image-detector
- TruthScantruthscan.com
- Moxby AI Content Detector Mod (BrandWell)moxby.com/marketplace/ai-content-detector
- Reality Defender APIrealitydefender.com/api
- Deepwaredeepware.ai/us/index.html
- Sensity documentationdocs.sensity.ai
Revision log
- Ranking created at index version 2026
- Four wave 5 cards added, resemble detect joins at 3 of 8, illuminarty, codeleaks and pindrop pulse at 1 of 8, 38 of 42 qualify
- Eleven wave 6 records added
- Lms coverage ranking, offline question and canvas question linked (seventh wave)
- Eighth-wave pages linked
- Nine wave 9 cards added
- Twelve wave 10 cards added
- Nine wave 11 cards added
- Twelfth-wave pages linked
). Illuminarty, one of four cards added in the same wave, joined with its one image record from Ha and Passananti 2024, so 18 of 72 cards now qualify.: register plate](/img/independently-tested-480.webp)


