Q: Clarification on Token Refresh Schedule for Lifetime Tier 1 (Standard)
Hi, Could you please clarify when the 150,000 monthly tokens for the Lifetime Tier 1 (Standard) plan are refreshed? Is it on the 1st of each month or based on the original purchase date?
I agree with the comments that have been made. If we go by the purchase date, the tokens should have already been reset. However, it has now been over a week, and my account still has not received the 150,000 tokens back. I would like an explanation regarding this matter.
It is not based on when you paid but based on when you activated. Tokens are automatically reset on monthly basis, from the day that you have activated your account.
E.g. purchased on the 5th, activated on the 19th, it will be reset on the 19th of each month.
Q: Free trial review
It's not bad, I like the source detector. The AI detector also does it's job somewhat ok-ish.
I did 3 ai detection, about 500 words and 3000 characters each. They used up around 600 to around 500 credits for the detection. For the first one, it was fully AI generated by ChatGPT, I got a 93.70% confirmation rate, and source detector was OpenAI, no questions there. For the second one, I changed it and added mimimal human text, I got a 72.10% AI generated. Again, no issues and works perfectly. But for the last test, I used an AI humanizer tool and immediately, the tool put it as 11.95% AI generated. This was a huge jump so I think the devs might have to work a bit on that. But again, the tool is good enough to use when you need a "quick is this AI check" before you submit something w/o the need to purchase premium plans of GPTZero.
A: Thanks for the detailed review! Our models are continuously evolving to keep pace with new humanizers (which also evolve) so you will see improvements on that front. Again, thanks for considering Polygraf and giving us a shot!
@J_H: I see this similar and have same false/positive results as well. Overal I think the system gets better and hopefully will learn to improve the AI detector and humanizer. Kepp up the good work @Vignesh_PolygrafAI :)
Q: Bug in my profile settings
When going into your account settings-> profile and selecting the "which category best describes you", this bug appears.
Something went wrong! Show error:
right-hand side of 'in' should be an object, got null
"How can I resolve this issue?" (Apologies for this question, the sumo modbot now requires these questions)
Q: Can't you see that your arrogant responses to comments in reviews decrease people's desire to buy your program?
Someone noted that other programs indicate inaccuracies in AI detection when they are checked against each other. Your only response is that those other programs are inaccurate. Someone is upset about the failure to humanize the text. You can only reply that the related tool isn't intended for that purpose. By implication, you, onlooker, read the instructions carefully! You don't see that Polygraf AI has a summary rating of 2.5 out of 5, nor do you see how many people bothered to write anything about it (5). Perhaps you should compare Polygraf AI's marketing results with those of other similar programs and start being more polite to potential customers. Explain rather than criticize.
A: Hi Albert. You are correct that tone is important, and we are not intentionally trying to be that way.
Let’s see if we can clear up our position here: Polygraf AI is not intended as an AI detection evasion or “humanizer” tool. We’re focused on transparency and providing insights on how AI-generated content is perceived on various platforms. The Humanizer is a free, optional beta tool that is designed to assist users in adjusting tone and structure to prevent spam filters and not to trick detection systems. But we also understand the frustration and confusion when expectations don’t match results. The detection space is still developing, and differences between platforms are frequent, even for popular tools. We're trying to improve the communication so that users can more easily understand what each Polygraf feature is for and where its boundaries are.
Thanks for taking the time to comment. All feedback - good or bad - helps us improve our product and our relationship with our users.
I wanted to buy this but the responses have been so rude that I gave up. The deal makes no sense. The best parts of the tool are not included in the deal at all. The annual plan maps to what? No clue? I wanted to buy the deal for everything the founder refused to include in it. It’s really weird how they keep pushing enterprise and ignoring the community concerns.
Same here. I was interested in the product but hesitated because the annual plan is too expensive for me, and I was concerned the LTD lacked useful features. Ultimately, the deciding factor that stopped me from purchasing was the (unedited) responses to Sumolings that seemed shockingly arrogant, aggressive and rude. I'd never speak to someone that! I hope this feedback helps & I wish you well.
I feel the same way. LTD is missing key features. When I recently asked a question, the response felt quite arrogant. I initially wanted to appreciate this product, but I’m now considering a refund, especially since I'm confident that competitors will soon emerge on Appsumo.
Hi Vignesh, Unfortunately, either I didn't express myself clearly, or you still don't understand. The point is that when you instruct commenters not to do something or explain that a given function is used for something else, you should start by apologising for the unclear instructions and/or poorly designed interface of your program.
And one more thing. If you think I'm picking on you for no reason, I can only repeat: look at your program's ratings, reviews, and sales. That's hardly a success. Best regards, Wojciech
Q: Will premium features ever be added to standard plans?
Will only be interested in purchasing if I have your word that in the future that premium features would released to your standard plans too. Right now everything seems super restrictive.
A: Hi there. Some of the Premium plan features, especially those involving advanced content analysis/generation and deeper AI detection, are extremely GPU-intensive and resource-heavy. We’re actively working on optimizing and deploying token usage efficiency upgrades shortly to make these features (and more) more accessible to other plans, so more users can try everything and grow from there. Since this is still ongoing, we can't commit which (and when) premium features will be available on the standard plan - but feature expansion is on our product roadmap. Thanks for considering Polygraf AI!
A: Right now it is scheduled to be for a year only. If you have a lifetime deal and annual deal together we can have it renew at the same cost. I need to check it with the Appsumo team to see how we can integrate it within their activities. Perhaps add a new package doing it and some advanced tokens too that unlocks some of the other features?
I am confused. How can you have both lifetime and annual renewal on the same account? Or are you saying $278 ($69 + $209) will be the renewal amount? I think its overpriced, and over time there will be more competitive products in the market. I hope you meet your sales requirements from AppSumo. I'm glad I can skip this deal without much second thought unless its $159 the initial annual plan price
Q: Other languages
Is this tool meant to be in other languages, or is its focus mostly on English? I wanted to check Serbian, and even when I add the content created with AI, it shows that it is 99+ human. I need to know this because without support for other languages makes this tool unusable for my needs. Free online alternatives (without marking parts of the text) support Serbian without any problems, so it is strange to me why it only works with English.
A: Hi there, Thanks for your question. Polygraf’s language support presently varies by feature: • AI Detection - Currently optimized for English only (road-map currently includes Spanish and Japanese). • Humanizer - English only at this time (road-map currently includes Spanish and Japanese) • Content Writer - Works with virtually any language that uses UTF-8 characters; customers have successfully generated content in Spanish, French, German, Japanese, Arabic, and more.
In short, the Stealth AI Content Writer is language-agnostic, while the AI Detection and Humanizer features are currently restricted to English for maximum accuracy. Hope this helps, and thanks for trying Polygraf!
I took an article I wrote and enhanced by AI and here are some somewhat useful notes if you are on the fence: - AI Detector: 3030 words = 3904 tokens - AI Highlighter: 3030 words = 9760 tokens - Writing Analysis: 3030 words = 3904 tokens - Content Enhancer: not sure how to use it and token use appears if I paste existing content into the text field. - Humanized Text Detection (not included in LTD): 3030 words = 7808 tokens - Copyright Detection (not included in LTD): 3030 words = 11712 tokens
That's it, three-ish items for $69 bucks! The analysis does not give a percentage just a a color-coded legend and this one-use result has me thinking, 'do I dream of electric sheep?' The writing analysis offers a percentage on Readability, Syntactic Tree Depth, etc. 😑
560479d4138e4533ad828122388178c8PLUSEdited Jun 12, 2025
A: Thanks for your post. We're working on deploying token usage efficiency upgrades shortly, so you should very soon see those reflected in all your analyses - and get more out your monthly tokens on both plans. Thanks again for giving Polygraf a shot - your feedback helps us build a better product.
A: Hi and thank you for digging into the details. I totally get how the comments might come through, so let me clear things up in one place.
Why Polygraf AI stands apart • Accuracy that’s been benchmarked: In head-to-head tests, our detector consistently outperforms GPTZero. Often by double-digit margins – based on third-party analysis as well as public datasets. • Deeper context, not just text: We don’t stop at “AI-written or not.” We surface which model was likely used (not available elsewhere), how much of a passage is AI-generated vs. human-edited, and give granular sentence-level highlights so you can act on real insight (highlight is on annual package). • Same feature set for everyone on AppSumo: What you see in your LTD package is exactly what we ship in our direct-to-consumer standard plan—no hidden paywalls, no throttled token limits. The same applies for the Appsumo Annual package – same thing as Premium package on our website.
About the “enterprise-only” pages you might have seen Some users land on app.polygraf.ai, where we host descriptions of our on-prem/private-cloud modules for banks, insurers, and defense clients. Those pieces (e.g., air-gapped deployment, red-team dashboards) are specialized add-ons. We deploy the endpoints onto those critical ops and then they might connect it to their Polygraf accounts or not. These are therefor not a paywall we’re springing on AppSumo buyers. Everything retail-oriented remains fully unlocked in your offerings.
How to get the full experience 1. Install our free Chrome extension for real-time detection as you browse or write: https://chromewebstore.google.com/detail/polygraf-ai-content-detec/cbngnnhgfljncoliddifmkgklphlojnf?hl=en 2. Dive into the dashboard, run a few tests, and let us know where we can improve. Your feedback feeds our roadmap, and we track every request from the AppSumo community.
I genuinely appreciate you comparing tools before making a decision - digital trust matters, and skeptics make us better. If anything still feels unclear after you try it, ping me here and I’ll jump in personally.
Looking forward to welcoming you to Team Polygraf!
I've tried the humanizer today, and it seems there is now a word limit of 750! After processing, the layout seems weird and a very short text is presented: ela.d.pr/v/sgpvzJ (Screencast)
The humanizer worked (for me) until, but now seems broken. Any idea when it works again?
A: We were deploying a new update . ———— Hi Elias, 750 word limit has been there from the beginning due to accuracy reasons. Previously certain adblockers were eliminating the pop up, yesterday we brought it inside the platform directly (your issue from yesterday was due to this).
The smaller output issue you have experienced earlier was you catching us in between two deployments-it should work now.
As a thank you for your detailed tests, we have sent you a small gift (you will see it inside your account).
We combined the source detector into the ai detector last week.
Source detector is a predictive model finding footprints of dedicated ai foundation model (OpenAI, Claude, Gemini and others). It is now built within the ai detection automatically without extra token spend.
A: All mentioned features (Voiceprint checks, deepfake detection, PII mapping and many more) are accessible only to our enterprise customers. If you would like to try out the enterprise plan, please get in touch with us at: https://polygraf.ai/contact/
For the standard plan at the relevant link; AI Detector Source Detector Writing Analysis AI Highlighter Advanced Copyright Detector Content Humanizer Cognitive Flow Index
features are written.
But the lifetime plan, which you say is the standard plan equivalent; AI Highlighter Advanced Copyright Detector
Are these features included in the lifetime plan here?
Your product looked interesting but you are saying we don’t actually gain access to what makes it interesting. Sorry but this deal makes no sense. You aren’t offering your mvp to users.
Appsumo has many cybersecurity adjacent high level folks here. Your product is something they would love to try out but you have removed their ability to do that by offering them another aI tool which is not what anyone needs. The part that makes this interesting is the exact thing you have removed from the deal….
Our Appsumo offering is part our effort to provide some platform access to consumers. However, if your interest is our advanced cybersecurity/Intelligence offerings for enterprise users, we would love to discuss your requirements and give you a demo - please get in touch with us here https://polygraf.ai/contact/
There seems to be inconsistency between the features listed on your website and your explanation. The website shows "Standard" features as AI Detector, Source Detector, Writing Analysis, AI Highlighter, Advanced Copyright Detector, AI Humanizer, Cognitive Flow Index, while "Premium" includes Content Modification, Reference Generator, and PII Detector. Which is correct?
Is the "AI highlighter" feature included in the Lifetime Tier 1 (Standard) plan? Your website suggests one thing, yet there's conflicting information. According to https://app.polygraf.ai/pricing, the "AI highlighter" is part of the standard plan. However, the AppSumo sale page indicates that this feature is exclusive to the Annual Tier 1 (Premium) plan. This discrepancy is quite confusing.
Hello. Yes, AI Highlighter has been added to the Standard Plan. What you are seeing on the website is correct. It was a part of a recent upgrade, which is why it was not reflected on Appsumo yet - we 're working on updating there as well.
Q: A suggestion for your premium and standard plans
I've signed up for a trial on your website. Even on a trial, many features are still locked behind in a paywall and I can hardly test out many features for myself, as well as ascertain how useful this will be.
So, I'm suggesting that instead of locking premium features behind a plan, simply release them to all plans and increase the cost of tokens to use them to lower usage.
Why this: Many appsumo customers are interested in the annual plan enterprise features but the LTD plans don't offer them. If you guys would allow for stacking of codes for more tokens and all your features are available to use, I think your licenses would be snapped up by tomorrow 😉.
A: Thanks for signing up for a trial, and the constructive feedback. We are working on a bunch of things - including token usage efficiency - and to pass on those efficiency benefits to the users. Once we have that in place, we could possibly consider your suggestion. Thanks again, feedback like yours is what helps us build a better product!
Hi! Bought the tool. Tried “AI Detector”. The results showered 9.98% AI-generated text yet it didn’t show it (AI-generated text) anywhere in the text. Is AI-generated text supposed to be marked accordingly? Or are we just to believe the results?
A: Hi! If you select the AI highlighter feature, when you analyze the text you should see which parts where likely generated using AI. In some cases where the AI-generated sections are insignificant in relation to overall body of submitted content, the former may not be highlighted.
Based on the information from the APPSUMO sales page, it appears that the "AI Highlighter" is exclusively available with the Yearly Premium
Based on your response, does this imply that we must pay double to identify AI-generated text? Since both the "AI Detector" and "AI Highlighter" are needed, is it possible to utilize only the "AI Highlighter" without paying the credit for the "AI Detector"?
Highlighter uses additional module, you don’t need to use AI detection and highlighter twice, you can directly jump to highlighter option.
During the coming days, the token cost for AI highlighting will come down significantly (40-50%) too.
Q: How does this deal compare to the plans on your website in terms of all the features.
Most of the features on the website are not included in the deal. It looks like the purpose of this deal is just to reach out to the large sumo community rather than providing any productive products. There are previous Sumo products such as Linguix, Bramework, and many others offering humanizers, plagiarism checkers, and many other features. I am really confused about the purpose of this deal considering the value it provides to community members. Please include some more cutting-edge features, at least in different tiers, which are sustainable for your team as well as for the LTD for Sumomembers. Otherwise, it is of not much use. Just sharing my thoughts. Cheers.
A: Hi! Our Appsumo offering is part our effort to provide some platform access to consumers. However, if your interest is our advanced cybersecurity/Intelligence offerings for enterprise users, we would love to discuss your requirements and give you a demo - please get in touch with us here https://polygraf.ai/contact/
Listen to the feedback. Everyone keeps saying the same thing and you are ignoring them…
Q: Questions on "2 articles a week"
Could you clarify the offer in the annual plan, particularly "Generate 2 article a week"? What counts as an 'article'? Is there a word count or content type (e.g., blog post, news article, journal article) that defines an article How is the content generated? Can I specify topics, keywords, or style? How much control do I have over the subject, tone, and structure? Are there samples or demos? I want to see examples of articles generated by the feature.
A: Our Annual (premium) plan allows you to create two distinct pieces of content per week with Polygraf Stealth AI. An "article" can be any type of written content, such as blog posts, news articles, or opinion pieces, social media copy and the exact type of content can be tailored to your needs. You can specify industry, topics, keywords, audience and writing style, allowing you to guide the tone, structure, and focus of the articles. While the generated content follows your inputs, Polygraf's AI ensures it maintains a natural flow and high-quality output. Once an article is generated, you have the option enhance, rewrite, modify it – those operations will use monthly tokens. You can learn more about Polygraf Stealth AI at https://polygraf.ai/stealth-ai-writer/
A: Source detection refers to the name of the foundation model, identifies if the content analyzed is an OpenAI ChatGPt, Claude or other foundation models. We have brought it inside the AI detection last week.
I noticed that a customer left feedback saying, "Don't see the point of this tool... I wanted to test it out; here’s what I found:" In your response, you mentioned that accessing improved humanizer features requires a premium subscription.
Is that accurate? Does this mean lifetime members won't have access to the upgraded humanizer functionality? From your reply, it seems like lifetime members are basically on the free plan but just receive more credits. Is my understanding correct?
Q: Clarification on Token Refresh Schedule for Lifetime Tier 1 (Standard)
Hi,
Could you please clarify when the 150,000 monthly tokens for the Lifetime Tier 1 (Standard) plan are refreshed? Is it on the 1st of each month or based on the original purchase date?
Thanks!
Yagub_PolygrafAI
Jul 19, 2025A: It is every month on the day that you activated your account.
E.g. purchased on the 5th, activated on the 19th, it will be reset on the 19th of each month.
Share Polygraf AI
I agree with the comments that have been made. If we go by the purchase date, the tokens should have already been reset. However, it has now been over a week, and my account still has not received the 150,000 tokens back. I would like an explanation regarding this matter.
Good question.
It is not based on when you paid but based on when you activated. Tokens are automatically reset on monthly basis, from the day that you have activated your account.
E.g. purchased on the 5th, activated on the 19th, it will be reset on the 19th of each month.
Q: Free trial review
It's not bad, I like the source detector. The AI detector also does it's job somewhat ok-ish.
I did 3 ai detection, about 500 words and 3000 characters each. They used up around 600 to around 500 credits for the detection. For the first one, it was fully AI generated by ChatGPT, I got a 93.70% confirmation rate, and source detector was OpenAI, no questions there. For the second one, I changed it and added mimimal human text, I got a 72.10% AI generated. Again, no issues and works perfectly. But for the last test, I used an AI humanizer tool and immediately, the tool put it as 11.95% AI generated. This was a huge jump so I think the devs might have to work a bit on that. But again, the tool is good enough to use when you need a "quick is this AI check" before you submit something w/o the need to purchase premium plans of GPTZero.
Vignesh_PolygrafAI
Jun 17, 2025A: Thanks for the detailed review! Our models are continuously evolving to keep pace with new humanizers (which also evolve) so you will see improvements on that front. Again, thanks for considering Polygraf and giving us a shot!
Share Polygraf AI
@J_H: I see this similar and have same false/positive results as well. Overal I think the system gets better and hopefully will learn to improve the AI detector and humanizer. Kepp up the good work @Vignesh_PolygrafAI :)
Q: Bug in my profile settings
When going into your account settings-> profile and selecting the "which category best describes you", this bug appears.
Something went wrong! Show error:
right-hand side of 'in' should be an object, got null
"How can I resolve this issue?" (Apologies for this question, the sumo modbot now requires these questions)
Vignesh_PolygrafAI
Jun 17, 2025A: Thanks for bringing this to our attention - our engineering team is looking into the issue and we will revert to you shortly.
Share Polygraf AI
Hi J_H, this issue should be resolved now. Thanks for bringing it to our attention!
Q: History Function [BETA] wants to delete the selected history.
History Function [BETA] I would like your help to improve it so that users can select specific items to delete or choose to delete all.
Vignesh_PolygrafAI
Jun 17, 2025A: Hello, this is an upcoming feature under the 'History' tab. Our engineering team is working on it, and it will be available in the near term.
Share Polygraf AI
Q: Can't you see that your arrogant responses to comments in reviews decrease people's desire to buy your program?
Someone noted that other programs indicate inaccuracies in AI detection when they are checked against each other. Your only response is that those other programs are inaccurate. Someone is upset about the failure to humanize the text. You can only reply that the related tool isn't intended for that purpose. By implication, you, onlooker, read the instructions carefully! You don't see that Polygraf AI has a summary rating of 2.5 out of 5, nor do you see how many people bothered to write anything about it (5). Perhaps you should compare Polygraf AI's marketing results with those of other similar programs and start being more polite to potential customers. Explain rather than criticize.
Vignesh_PolygrafAI
Jun 11, 2025A: Hi Albert. You are correct that tone is important, and we are not intentionally trying to be that way.
Let’s see if we can clear up our position here: Polygraf AI is not intended as an AI detection evasion or “humanizer” tool. We’re focused on transparency and providing insights on how AI-generated content is perceived on various platforms. The Humanizer is a free, optional beta tool that is designed to assist users in adjusting tone and structure to prevent spam filters and not to trick detection systems. But we also understand the frustration and confusion when expectations don’t match results. The detection space is still developing, and differences between platforms are frequent, even for popular tools. We're trying to improve the communication so that users can more easily understand what each Polygraf feature is for and where its boundaries are.
Thanks for taking the time to comment. All feedback - good or bad - helps us improve our product and our relationship with our users.
Share Polygraf AI
I wanted to buy this but the responses have been so rude that I gave up. The deal makes no sense. The best parts of the tool are not included in the deal at all. The annual plan maps to what? No clue? I wanted to buy the deal for everything the founder refused to include in it. It’s really weird how they keep pushing enterprise and ignoring the community concerns.
Same here. I was interested in the product but hesitated because the annual plan is too expensive for me, and I was concerned the LTD lacked useful features. Ultimately, the deciding factor that stopped me from purchasing was the (unedited) responses to Sumolings that seemed shockingly arrogant, aggressive and rude. I'd never speak to someone that! I hope this feedback helps & I wish you well.
I feel the same way. LTD is missing key features. When I recently asked a question, the response felt quite arrogant. I initially wanted to appreciate this product, but I’m now considering a refund, especially since I'm confident that competitors will soon emerge on Appsumo.
Hi Vignesh,
Unfortunately, either I didn't express myself clearly, or you still don't understand. The point is that when you instruct commenters not to do something or explain that a given function is used for something else, you should start by apologising for the unclear instructions and/or poorly designed interface of your program.
And one more thing. If you think I'm picking on you for no reason, I can only repeat: look at your program's ratings, reviews, and sales. That's hardly a success.
Best regards,
Wojciech
Q: Will premium features ever be added to standard plans?
Will only be interested in purchasing if I have your word that in the future that premium features would released to your standard plans too. Right now everything seems super restrictive.
Vignesh_PolygrafAI
Jun 15, 2025A: Hi there. Some of the Premium plan features, especially those involving advanced content analysis/generation and deeper AI detection, are extremely GPU-intensive and resource-heavy. We’re actively working on optimizing and deploying token usage efficiency upgrades shortly to make these features (and more) more accessible to other plans, so more users can try everything and grow from there. Since this is still ongoing, we can't commit which (and when) premium features will be available on the standard plan - but feature expansion is on our product roadmap. Thanks for considering Polygraf AI!
Share Polygraf AI
Q: Value for Sumo members
An annual plan priced at $159 (now $209) for one year of access, is it possible to have the same renewal amount for AppSumo customers in the future.
Yagub_PolygrafAI
Jun 12, 2025A: Right now it is scheduled to be for a year only.
If you have a lifetime deal and annual deal together we can have it renew at the same cost. I need to check it with the Appsumo team to see how we can integrate it within their activities. Perhaps add a new package doing it and some advanced tokens too that unlocks some of the other features?
Share Polygraf AI
I am confused. How can you have both lifetime and annual renewal on the same account? Or are you saying $278 ($69 + $209) will be the renewal amount? I think its overpriced, and over time there will be more competitive products in the market. I hope you meet your sales requirements from AppSumo. I'm glad I can skip this deal without much second thought unless its $159 the initial annual plan price
Q: Other languages
Is this tool meant to be in other languages, or is its focus mostly on English?
I wanted to check Serbian, and even when I add the content created with AI, it shows that it is 99+ human. I need to know this because without support for other languages makes this tool unusable for my needs. Free online alternatives (without marking parts of the text) support Serbian without any problems, so it is strange to me why it only works with English.
Vignesh_PolygrafAI
Jun 13, 2025A: Hi there, Thanks for your question. Polygraf’s language support presently varies by feature:
• AI Detection - Currently optimized for English only (road-map currently includes Spanish and Japanese).
• Humanizer - English only at this time (road-map currently includes Spanish and Japanese)
• Content Writer - Works with virtually any language that uses UTF-8 characters; customers have successfully generated content in Spanish, French, German, Japanese, Arabic, and more.
In short, the Stealth AI Content Writer is language-agnostic, while the AI Detection and Humanizer features are currently restricted to English for maximum accuracy. Hope this helps, and thanks for trying Polygraf!
Share Polygraf AI
Q: A Quick Update of Token Use
Sumolings,
I took an article I wrote and enhanced by AI and here are some somewhat useful notes if you are on the fence:
- AI Detector: 3030 words = 3904 tokens
- AI Highlighter: 3030 words = 9760 tokens
- Writing Analysis: 3030 words = 3904 tokens
- Content Enhancer: not sure how to use it and token use appears if I paste existing content into the text field.
- Humanized Text Detection (not included in LTD): 3030 words = 7808 tokens
- Copyright Detection (not included in LTD): 3030 words = 11712 tokens
That's it, three-ish items for $69 bucks! The analysis does not give a percentage just a a color-coded legend and this one-use result has me thinking, 'do I dream of electric sheep?' The writing analysis offers a percentage on Readability, Syntactic Tree Depth, etc. 😑
Vignesh_PolygrafAI
Jun 13, 2025A: Thanks for your post. We're working on deploying token usage efficiency upgrades shortly, so you should very soon see those reflected in all your analyses - and get more out your monthly tokens on both plans. Thanks again for giving Polygraf a shot - your feedback helps us build a better product.
Share Polygraf AI
I think he is talking about percentage of the content analysis rather than the percentage of tokens.
Q: Feature Set
Team Polygraf AI,
Reading through the comments has me more confused, are there features missing? For $69, it is worth comparing to my current tool GPTZero.
Cheers!
Yagub_PolygrafAI
Edited Jun 12, 2025A: Hi and thank you for digging into the details. I totally get how the comments might come through, so let me clear things up in one place.
Why Polygraf AI stands apart
• Accuracy that’s been benchmarked: In head-to-head tests, our detector consistently outperforms GPTZero. Often by double-digit margins – based on third-party analysis as well as public datasets.
• Deeper context, not just text: We don’t stop at “AI-written or not.” We surface which model was likely used (not available elsewhere), how much of a passage is AI-generated vs. human-edited, and give granular sentence-level highlights so you can act on real insight (highlight is on annual package).
• Same feature set for everyone on AppSumo: What you see in your LTD package is exactly what we ship in our direct-to-consumer standard plan—no hidden paywalls, no throttled token limits. The same applies for the Appsumo Annual package – same thing as Premium package on our website.
About the “enterprise-only” pages you might have seen
Some users land on app.polygraf.ai, where we host descriptions of our on-prem/private-cloud modules for banks, insurers, and defense clients. Those pieces (e.g., air-gapped deployment, red-team dashboards) are specialized add-ons. We deploy the endpoints onto those critical ops and then they might connect it to their Polygraf accounts or not. These are therefor not a paywall we’re springing on AppSumo buyers. Everything retail-oriented remains fully unlocked in your offerings.
How to get the full experience
1. Install our free Chrome extension for real-time detection as you browse or write:
https://chromewebstore.google.com/detail/polygraf-ai-content-detec/cbngnnhgfljncoliddifmkgklphlojnf?hl=en
2. Dive into the dashboard, run a few tests, and let us know where we can improve. Your feedback feeds our roadmap, and we track every request from the AppSumo community.
I genuinely appreciate you comparing tools before making a decision - digital trust matters, and skeptics make us better. If anything still feels unclear after you try it, ping me here and I’ll jump in personally.
Looking forward to welcoming you to Team Polygraf!
Share Polygraf AI
Q: Humanizer (work in progress?!)
Hi,
I've tried the humanizer today, and it seems there is now a word limit of 750! After processing, the layout seems weird and a very short text is presented: ela.d.pr/v/sgpvzJ (Screencast)
The humanizer worked (for me) until, but now seems broken. Any idea when it works again?
Kind Regards
Elias
Yagub_PolygrafAI
Edited Jun 12, 2025A: We were deploying a new update .
————
Hi Elias,
750 word limit has been there from the beginning due to accuracy reasons. Previously certain adblockers were eliminating the pop up, yesterday we brought it inside the platform directly (your issue from yesterday was due to this).
The smaller output issue you have experienced earlier was you catching us in between two deployments-it should work now.
As a thank you for your detailed tests, we have sent you a small gift (you will see it inside your account).
Cheers,
Y
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Q: Where is source detector?
Hello, you say that the features included in all plans are
AI detector
Source detector
Writing analysis
Content humanizer
Cognitive flow index
But I can't find any Source detector to see the plagiarism level of a text. Only Copyright detection, but I need to upgrade to use it.
Could you tell me where this Source detector feature is?
Thanks in advance.
Yagub_PolygrafAI
Jun 12, 2025A: Hi Miguel,
We combined the source detector into the ai detector last week.
Source detector is a predictive model finding footprints of dedicated ai foundation model (OpenAI, Claude, Gemini and others). It is now built within the ai detection automatically without extra token spend.
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Q: Defense capabilities
Do we gain access to the core defense and privacy focused benefits of the tool?
- Voiceprint checks
- Deepfake detection
- PII mapping
Anar_PolygrafAI
Jun 9, 2025A: All mentioned features (Voiceprint checks, deepfake detection, PII mapping and many more) are accessible only to our enterprise customers. If you would like to try out the enterprise plan, please get in touch with us at: https://polygraf.ai/contact/
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Appsumo listing gives access to what is available to individual retail account types.
Lifetime deal = Standard plan
Annual deal = Premium plan
Plan features and details can be seen on https://app.polygraf.ai/pricing
For the standard plan at the relevant link;
AI Detector
Source Detector
Writing Analysis
AI Highlighter
Advanced Copyright Detector
Content Humanizer
Cognitive Flow Index
features are written.
But the lifetime plan, which you say is the standard plan equivalent;
AI Highlighter
Advanced Copyright Detector
Are these features included in the lifetime plan here?
Your product looked interesting but you are saying we don’t actually gain access to what makes it interesting. Sorry but this deal makes no sense. You aren’t offering your mvp to users.
Appsumo has many cybersecurity adjacent high level folks here. Your product is something they would love to try out but you have removed their ability to do that by offering them another aI tool which is not what anyone needs. The part that makes this interesting is the exact thing you have removed from the deal….
Our Appsumo offering is part our effort to provide some platform access to consumers. However, if your interest is our advanced cybersecurity/Intelligence offerings for enterprise users, we would love to discuss your requirements and give you a demo - please get in touch with us here https://polygraf.ai/contact/
There seems to be inconsistency between the features listed on your website and your explanation. The website shows "Standard" features as AI Detector, Source Detector, Writing Analysis, AI Highlighter, Advanced Copyright Detector, AI Humanizer, Cognitive Flow Index, while "Premium" includes Content Modification, Reference Generator, and PII Detector. Which is correct?
Is the "AI highlighter" feature included in the Lifetime Tier 1 (Standard) plan? Your website suggests one thing, yet there's conflicting information. According to https://app.polygraf.ai/pricing, the "AI highlighter" is part of the standard plan. However, the AppSumo sale page indicates that this feature is exclusive to the Annual Tier 1 (Premium) plan. This discrepancy is quite confusing.
Hello. Yes, AI Highlighter has been added to the Standard Plan. What you are seeing on the website is correct. It was a part of a recent upgrade, which is why it was not reflected on Appsumo yet - we 're working on updating there as well.
Q: A suggestion for your premium and standard plans
I've signed up for a trial on your website. Even on a trial, many features are still locked behind in a paywall and I can hardly test out many features for myself, as well as ascertain how useful this will be.
So, I'm suggesting that instead of locking premium features behind a plan, simply release them to all plans and increase the cost of tokens to use them to lower usage.
Why this: Many appsumo customers are interested in the annual plan enterprise features but the LTD plans don't offer them. If you guys would allow for stacking of codes for more tokens and all your features are available to use, I think your licenses would be snapped up by tomorrow 😉.
Do consider it!
Vignesh_PolygrafAI
Edited Jun 11, 2025A: Thanks for signing up for a trial, and the constructive feedback. We are working on a bunch of things - including token usage efficiency - and to pass on those efficiency benefits to the users. Once we have that in place, we could possibly consider your suggestion. Thanks again, feedback like yours is what helps us build a better product!
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Yes. Everything says to upgrade. Nothing is included. Forget it
Q: Can annual plan be renewed for the same price after 1 year?
Vignesh_PolygrafAI
Jun 11, 2025A: The AppSumo Annual (Premium) plan rate applies only to your first year; renewals after 12 months will be charged at our standard annual price.
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Q: Question
Hi! Bought the tool. Tried “AI Detector”. The results showered 9.98% AI-generated text yet it didn’t show it (AI-generated text) anywhere in the text. Is AI-generated text supposed to be marked accordingly? Or are we just to believe the results?
Vignesh_PolygrafAI
Jun 9, 2025A: Hi! If you select the AI highlighter feature, when you analyze the text you should see which parts where likely generated using AI. In some cases where the AI-generated sections are insignificant in relation to overall body of submitted content, the former may not be highlighted.
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Based on the information from the APPSUMO sales page, it appears that the "AI Highlighter" is exclusively available with the Yearly Premium
Based on your response, does this imply that we must pay double to identify AI-generated text? Since both the "AI Detector" and "AI Highlighter" are needed, is it possible to utilize only the "AI Highlighter" without paying the credit for the "AI Detector"?
Highlighter uses additional module, you don’t need to use AI detection and highlighter twice, you can directly jump to highlighter option.
During the coming days, the token cost for AI highlighting will come down significantly (40-50%) too.
Q: How does this deal compare to the plans on your website in terms of all the features.
Most of the features on the website are not included in the deal. It looks like the purpose of this deal is just to reach out to the large sumo community rather than providing any productive products. There are previous Sumo products such as Linguix, Bramework, and many others offering humanizers, plagiarism checkers, and many other features. I am really confused about the purpose of this deal considering the value it provides to community members. Please include some more cutting-edge features, at least in different tiers, which are sustainable for your team as well as for the LTD for Sumomembers. Otherwise, it is of not much use. Just sharing my thoughts. Cheers.
Vignesh_PolygrafAI
Jun 10, 2025A: Hi! Our Appsumo offering is part our effort to provide some platform access to consumers. However, if your interest is our advanced cybersecurity/Intelligence offerings for enterprise users, we would love to discuss your requirements and give you a demo - please get in touch with us here https://polygraf.ai/contact/
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Listen to the feedback. Everyone keeps saying the same thing and you are ignoring them…
Q: Questions on "2 articles a week"
Could you clarify the offer in the annual plan, particularly "Generate 2 article a week"?
What counts as an 'article'? Is there a word count or content type (e.g., blog post, news article, journal article) that defines an article How is the content generated?
Can I specify topics, keywords, or style?
How much control do I have over the subject, tone, and structure?
Are there samples or demos? I want to see examples of articles generated by the feature.
Vignesh_PolygrafAI
Jun 10, 2025A: Our Annual (premium) plan allows you to create two distinct pieces of content per week with Polygraf Stealth AI. An "article" can be any type of written content, such as blog posts, news articles, or opinion pieces, social media copy and the exact type of content can be tailored to your needs. You can specify industry, topics, keywords, audience and writing style, allowing you to guide the tone, structure, and focus of the articles. While the generated content follows your inputs, Polygraf's AI ensures it maintains a natural flow and high-quality output. Once an article is generated, you have the option enhance, rewrite, modify it – those operations will use monthly tokens. You can learn more about Polygraf Stealth AI at https://polygraf.ai/stealth-ai-writer/
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Q: What is Source Detection?
I could not find this in my dashboard?
Yagub_PolygrafAI
Edited Jun 10, 2025A: Source detection refers to the name of the foundation model, identifies if the content analyzed is an OpenAI ChatGPt, Claude or other foundation models.
We have brought it inside the AI detection last week.
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Q: Need to worry about Humanizer functionality?
I noticed that a customer left feedback saying, "Don't see the point of this tool... I wanted to test it out; here’s what I found:" In your response, you mentioned that accessing improved humanizer features requires a premium subscription.
Is that accurate? Does this mean lifetime members won't have access to the upgraded humanizer functionality? From your reply, it seems like lifetime members are basically on the free plan but just receive more credits. Is my understanding correct?
Yagub_PolygrafAI
Jun 9, 2025A: Lifetime = Standard
Annual = Premium
The feature difference is available on https://app.polygraf.ai/pricing
We don’t have a “free plan” there is a free trial with 2500 tokens, it is for trial purposes.
For more information please check the pricing page.
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