A side business I have is people who contact me because they just got scammed or need help knowing if something is a scam.
One of the things I tell them is to never upload financial documents containing personal information unless:
- The company they’re uploading it to is well known like a major bank and the domain in the address bar matches.
- They know the company they’re dealing with - which means a business address at a minimum and preferably a phone number.
- Avoid anything which claims to save money or be necessary which has a call to action to start uploading personal, documents.
This site fails all 3 tests. I was able to find the founder via the name and LinkedIn link. But at least put up a legitimate business name and something like a PO Box.
Registering a business name is $35 where this developer is located. A PO Box is around $80 a year. The name “closing.wtf” doesn’t seem to be registered with the state as a legitimate business. These are all red flags to “avoid”.
If you’d like a free cybersecurity analysis of your site, I’d be happy to offer a few free expert consulting hours to aain. Reply here and I’ll contact you on LinkedIn.
No one should be handing out their address, mortgage information, and other sensitive details to someone who can't spend at least $300 on the bare minimum appearance of legitimacy.
The privacy and security part is not inspiring confidence. Scrolling to the next section got me thinking "Don't get scammed at closing, get scammed before closing after uploading your mortgage documents to a random website."
The scamming that happens to homebuyers is not even comparable to the risk in uploading docs to a website which promises they won't share user data with anyone. This is genuinely a pro buyer tool with no association with any 3rd party.
The tool has already helped many people negotiate and get a better deal on their mortgage. Please before judging understand that 70% of buyers overpay in their mortgage 1-3% in closing costs and bad rates. It's mind boggling how much lenders get away with profiting in junk fees from stressed out homebuyers.
Allow me to expound on @kojeovo's remark. Please take this as a constructive criticism to improve your success potential. Much of it is from a quick glance, and am sure there are many other facets to improve.
A business is not just about the product.
Your Privacy Policy. There is no default way to download it (see 9.), and since it is window-ed cannot print entire doc. That means I cannot keep a copy of it for myself.
> We collect the following types of information:
> Mortgage Documents: Loan Estimates and Closing Disclosures you upload for analysis.
Okay, but
> 4. Data Security
> We implement industry-standard security measures to protect your information from unauthorized access, disclosure, alteration, and destruction.
This means nothing. Are you ISO 27001:2022, NIST SP 800-53, CIS, CE+, Essential Eight, or something else? Have you been audited, and proof? Who is your ISP? What regs do you follow around data sovereignty?
Terms of Service. Again, no default way of download. Overall, I would never agree to this ToS. It demands all kinds of requirements on the user, but takes no responsibility for anything - or as described above, explain how you will protect your customers.
You have no reference anywhere where you are geographically. No address, no about us, no who you are. I would be very leery on uploading anything.
FYI, this reads as a very aggressive response to someone raising legitimate privacy concerns and doesn't engender the trust you very likely deserve.
Rather than talking up the value of the tool as superceding the concerns, a more constructive approach might acknowledge the concerns and emphasize how you already do minimize risk or commitments you're willing to make towards doing so.
Being dismissive doesn't help worried or skeptical people feel more secure, and worried and skeptical people make perfectly good users too.
It is fair to describe the pains of not getting analysis on mortgage loan estimates, but what I think folks are looking for is some kind of authentic answer to the problem posed.
For example, you could advise the person uploading to remove PII prior to the upload, and link to pdf editing tools that allow them to do that.
You could say that not including PII like full name(s) found on just about every loan estimate does not take away from the value of the tool.
Another thing that could be done is to provide clear means for removing any data uploaded, or opt-out pre-upload of any data being used for training.
For example by creating an account first.
Providing some skin in the game such as putting the removal behavior in the terms of service and a personal guarantee to do everything to ensure sensitivity to privacy of this information will be handled carefully staking your reputation, probably would help.
> not even comparable to the risk in uploading docs to a website which promises they won't share user data with anyone. This is genuinely a pro buyer tool with no association with any 3rd party.
I have no reason to think you're not completely sincere in this!
But, realize it doesn't mean anything.
Unless that promise is backed by some ironclad contract, it means nothing. Companies grow and hire new people who don't care about the original values. Or they get acquired and all bets are off. Or they start running low on cash and suddenly decide monetizing all that data is a good idea after all. Or it becomes visible enough to attract attention of the government who shows up demanding copies of data. And so on.
I've been in one or more startups where all of these things have happened.
I am genuinely surprised by the comments in this thread.
Privacy concerns are real but the importance of that matter in your project is overestimated here by an absurd level.
What I read is not a constructive criticism and the suggestions laid down are not realistic nor business relevant at all. I feel like this is some sort of mass wishful thinking.
Hey. I really don't care to compare the level of scamming nor the usefulness of the tool. I'm in the process of buying right now so I know it could be useful. That's besides the point. To clarify, here's a different thought. Reading the following copy, I am wondering "whats gonna happen to my data / file I upload?":
> We never sell or share data with third parties. All information is used solely to generate analyses to help borrowers analyze and optimize their mortgages.
I even looked further into the privacy policy, just to be diligent here.
> We implement industry-standard security measures to protect your information from unauthorized access, disclosure, alteration, and destruction.
With how much info I have been provided, I'm just not gonna upload a document to your site. Like I said, just doesn't inspire confidence as I scroll your landing page. Could just be a copy change to fix this.
I love this idea (haven't tried it) and it seems like a killer app for AI. I can think of a lot of other things like health insurance, home owners insurance, and many other types of contracts for which an AI advisor can be built for. Imagine being able to rake over a complex document and make decisions that clearly benefit you. That's a rare privilege.
Also, you have no control over decisions that any future owner might have, and you won't care because you've already cashed out.
What happens when you get hacked? Not if. To come back at someone with valid concerns with a "no, you don't understand my point of view" does nothing but a disservice to you.
Expecting people to just accept things is just not a good way to operate. When you receive push back, you need better responses than this. Will the vast majority of your users push back, sadly, probably not. However, you did post this to HN and then reacted poorly to valid criticism. Tsk tsk
Great idea and execution. I understand the privacy concerns, but I believe implementing a client-side redaction step could alleviate some of them. This step would allow users to preview their uploaded content before submitting it. While designing this feature, it’s crucial to ensure user trust and convince them of its benefits. Personally, I would feel more comfortable uploading a PDF knowing that it will be anonymized or redacted before being submitted.
Doesn't matter your promise, even though you may or may not be trusted, hackers can get it and steal it all. So it's not necessarily you or your service.
>The scamming that happens to homebuyers is not even comparable to the risk in uploading docs to a website which promises they won't share user data with anyone.
Well as long as you promise, my privacy fears are allayed!
What sensitive data do you think is on a loan estimate? I've received a dozen over the years and it's literally just your name and the address of the property you want to buy. Both of which are public information if you do purchase the property.
We're talking about enough information to create a list of people who are in the process of making the largest purchase of their lives, coupled with the name of the businesses that they're considering sending money to and the exact dollar amounts that they're considering sending.
Scammers pay a lot of money to people who can get them those kinds of lists.
As others have mentioned, title fraud. My recent closing disclosure has buyer, seller, agent, and title company. It'd be pretty easy to call the buyer claiming to be the title company and request a wire for exactly the right amount to a fraudulent location.
Public info that you bought a property is entirely different from info about all the properties you are searching for and seriously considering. Especially being able to couple that with what you eventually did later.
You are also signalling that you have enough money to buy said house and are actively in the process of doing so which makes you a mark. And if there is a whole DB of this info readily available...
Anyways the security could be fine. But if a user's primary action is uploading that document then maybe wanna have more than a quick sentence on it.
I once knew a founder of a pre-GPT-3 AI product that analyzed certain cost-adjacent documents to find "hidden" optimizations. The "AI" was the founder, an expert in that industry, churning through the uploaded documents himself and writing reports by hand detailing potential cost savings. How far we've come!
If there are only a handful of operators in a given industry and they use the same billing format, why not?
Create a known good OCR to calculation mechanism, then generate reports based off it. If it is inaccurate, its probably a small amount of logic to fix it.
With GPT you could even get it to write the parsing logic for you perhaps, and maybe process bill data when a bill doesn't exactly match existing parser data.
What actions can you take by the time you are at closing ?
I'm a licensed real estate agent, I actually got my license not just to learn about the business but to be able to save myself on agent commissions if I want to make an offer (if you can pass a CS data structures class you should be able to get a real estate license online in a matter of months), and I still would not try to optimize on closing costs.
Do I shop loans ? Absolutely. Are closing costs a scam ? Absolutely.
Would I try to optimize closing costs in the context of making a purchase ?
No.
In the time you have to decide the one really important question (whether to proceed or not) you need to spent it understanding the worst possible parts of the transaction you are about to make, NOT focusing on the closing costs.
Some class action lawyers should be worrying about optimizing these fees. Shop your loan, but spend your time investigating the property.
Pretending to be a site helping mortgage borrowers not get scammed while actually being a mortgage lead gen portal though : chef's kiss.
hmm. I don't see why not optimize closing costs. I have done so on 4-5 mortgages myself. When sourcing your lending options, if you are a good borrower at least, you will have multiple options. I always asked for a full closing cost estimate and compared. Usually saved $2000-5000 through a combination of:
- effectively shopping around items like title insurance, appraisals, etc by pointing out differences b/c competing vendors
- identifying BS items that are not even on all offers, and simply having them removed. people like to add bogus fee lines.
For sure doing this as lead-gen is great. Agree that there is a huge risk of uploading personal info -- in the future local AI's will be able to do this. In the short term, they should partner with a known brand to give credibility.
I redacted my personal information from my loan estimate and your system couldn't process it. I don't see why you need that information to pull the closing cost numbers?
I tried it out with docs from my last refi. Tried both PDF and PNG files, both returned "An error occurred with processing your document. Please confirm you uploaded a valid Loan Estimate or Closing Disclosure PDF."
I also at first didn't notice there is action needed to choose between uploading a Loan Estimate vs Closing Disclosure. It doesn't seem insurmountable to have the site automatically figure out the difference between those two.
You're right. I just haven't gotten around to figuring out the document type automatically even though it should be straightforward to implement.
There are many reasons the document will fail processing, it's usually because the wrong document type was selected or the original pdf from the lender has been modified. Sometimes, users upload a document they received which is just random text in a pdf they received as a pre-offer from a mortgage broker or lender.
I want to pay less
I want to pay less, and here's a document an AI wrote for me
The scenario you've outlined doesn't make sense. It sounds like your goal is to collect these idiosyncratic documents. Which is also unusual - like why do the documents matter? What is the purpose?
The analysis is generated via ~15 prompts and the output is pretty useful if you're going through buying a property with a mortgage.
The goal is to help mortgage borrowers get better deals on their mortgage. All mortgage terms are outlined in the loan estimate and closing disclosure documents as required by the CFPB (consumer financial protection bureau) - https://www.consumerfinance.gov/owning-a-home/loan-estimate
The tool requires uploading these documents since they have all the data needed to generate the analysis on the mortgage. Technically I can have the user paste in all the data via a textbox, but then it would be much more difficult to reliably parse. Also requiring the upload of the original documents is a much cleaner experience.
> The goal is to help mortgage borrowers get better deals on their mortgage.
I don't get it. Better, LendingTree, Credible, Bankrate, and a dozen other firms all aggregate mortgages. If there are some "best" mortgages in absolute terms, show them, you don't need anything on the form to do that; if there are offers that have lower upfront costs in exchange for higher rates, because the buyer is sensitive to upfront costs, show them. Why do you need to see the document in order to give the user what he wants?
Since you already know all of this, it begs the question: why do you specifically want to collect these documents? I'm not saying there is some conspiracy or anything.
This looks really useful. I'll definitely be using this in the near future. However, I unnecessarily downloaded the sample loan estimate PDF and uploaded it again in order to view the report. Please make the "view sample report" button more prominent, or add another "view sample report" button within the blue "Try it out!" box.
Not wanting to upload my info here, but what, concretely, does this tool do?
Does it scan to see if some of the fees I am agreeing to are higher than average? If I am paying for some services that should be no-cost or have no real value?
The tool analyzes mortgage loan estimates and closing disclosures to find every potential place a buyer might be overpaying, every negotiable fee, and show the buyer a comprehensive AI analysis so they don't get screwed over and can have peace of mind on buying their home.
When I was closing on a house, I called a few friends to help review my mortgage, and we found lots of mistakes. For example, I was getting charged transfer tax, which didn’t make sense for Florida where the seller typically pays that. The deeper I dug, the more I realized how much gray area there is with these documents - what’s negotiable, what’s inflated, what's normal in the property's jurisdiction, and what’s just non-competitive but seems ok since there's a lot of simplified complexity that goes into mortgages and what's an extra 1-3% on a mortgage that's "just going to be refinanced in 6 months" when interest rates go down.
This is great. Really good work. This looks really useful, and I think you did a great job on the interface and site in general. I hope you aren't discouraged by the other commenters, keep hacking!
Was going to say the same. I ran into the same problems when I bought my first house and spent tens of hours trying to untangle and reduce costs. Thank you for tackling this
There's a number of threads here about privacy/security concerns. I'm curious what should be the bar for grassroots/bootstrapped projects like this?
Having recently taken a company through ISO 27001:2022 it's a pretty expensive and time consuming process, that doesn't seem reasonable to do early on in a projects creation - you don't yet know if you have product market fit.
However, you're wanting people or companies to trust you with their data - so it starts to feel a little chicken/egg
What's the best middle ground here for building trust whilst acquiring your first users?
ISO 27001 implementation and certification doesn't have to be overly expensive if you have the right team to help you. It also doesn't have to be time consuming as you can outsource a good deal of the work.
I work as ISO 27001 auditor and I help companies get ISO certified. For a small company the combined cost of certification and external provider support ranges from $5k to $8k. Of course if you are a larger organisation the cost will go up, but not drastically.
That makes sense, but simply isn't viable cost wise IMO if you're trying to bootstrap a side project - until you have your first users and a sense that you have something people are willing to pay for, spending thousands on compliance certifications seems pretty risky.
I'm interested in what the best strategy to build/establish trust when you can't yet afford to pay for certification is.
Hmmmm. On one hand "closing.wtf" definitely stands out... So many startups have boring branding. But on the other hand, you are building in a legacy space. It's important to build trust & pay attention to the feedback here.
Does your target demographic understand "startups" or do they just want to solve the problem?
I can see why this could be useful, but I also think it might be overkill compared to just an explanatory doc a homebuyer could reference that explains each section of their estimate. It also opens the developer to loads of potential risk in handling personal financial data.
If I'm interested in paying an expert to look at the settlement cost estimates and find areas where I might be getting screwed, or could negotiate to save on closing costs, is that a thing? What's the title for a professional human who does what this AI tool says it does? It sounds useful, I'd just rather pay a person for this service.
What, exactly, does SOC 2 have to do with anything?
Can you answer the question of why this tool doesn’t work when redacting irrelevant personal information? I took my own info, redacted personal information you don’t need, and it doesn’t work.
This seems odd. If you need certain fees and line items explained to you, why not ask your lender? Surely you have a loan officer that can explain every item and why it is there.
If you don’t like some of the costs, go with another lender, or negotiate those with your loan officer.
I’m not sure what this tool is offering that individuals don’t already have.
This is supposed to be the role of the mortgage broker / loan officer.
However in practice it's more complicated. Homebuyers receive these documents after they already signed a binding contract to purchase. Most people don't even know what questions to ask, much less how to properly negotiate, and they're under the stress of just getting the deal done which include affording a down payment, getting a home appraisal, and making sure they're not getting into a bad deal.
Also throughout the closing, the real estate agent/mortgage broker/lender aren't incentivized to get the buyer the best deal; they usually just want to close. In general the mortgage broker/lender are not going to advise and how the customer how to shop around since it's technically illegal for them to give a "bad" loan to a buyer.
A set of mortgage documents can have over 100 pages and include 20+ fees. It can be difficult for a borrower/homebuyer to understand all these fees, and most have no idea if they're competitive. Loan officers or brokers aren't incentivized to get you the lowest rates on every line item. Sounds like this tool helps you understand if you're being overcharged.
Hey. I ended up with an error saying my PDF could not be processed? But it’s my final loan disclosure form…
Also, I’m not entirely sure what costs this avoids? Inspection fees are already paid at this point, notary fees are paid to your broker, and transfer tax happens months later.
AI tools like this don't generally need their own models or fine tuned LLMs. Uploading mortgage documents to ChatGPT may get some useful results but it really won't be comprehensive, it most probably won't take into account jurisdictional laws and mortgages rate data, and would be hard(er) to trust because of hallucinations without guardrails.
Technically this is an LLM wrapper but it utilizes around 5-10 prompts to extract and structure data from the document and ~15 prompts to analyze.
hacker news, reddit, and other communities. Hopefully there will be a strong incentive in the future for real estate agents or mortgage brokers to recommend the tool. Also I think the name closing.wtf will be good for distribution.
i don't want to be the "get off my lawn" person or "old man yells at cloud," but i couldn't get to what the tool does because the landing page is so overwhelming with colors, the background, the borders, things moving around.
the CTA buttons across the site are inconsistent in shape, form, and color.
the text color in the footer has awful contrast, so it's hard to read.
Thanks for the feedback old man! I'm going to improve the aesthetic of the dark mode. You can try the light mode which should be easier to read right now.
Extract all the text from the PDF, turn the pdf into images, send the text for each page along with the image to an LLM with a desired output strucutre.
Par for the course on HN. You just gotta have thickskin and learn to acknowledge the comments without wholesale accepting them. Some nitpicks are great, some are flat out stupid. When it's your product you have the benefit of deciding which is which for your product (and accept the consequences, of course).
A side business I have is people who contact me because they just got scammed or need help knowing if something is a scam.
One of the things I tell them is to never upload financial documents containing personal information unless:
- The company they’re uploading it to is well known like a major bank and the domain in the address bar matches.
- They know the company they’re dealing with - which means a business address at a minimum and preferably a phone number.
- Avoid anything which claims to save money or be necessary which has a call to action to start uploading personal, documents.
This site fails all 3 tests. I was able to find the founder via the name and LinkedIn link. But at least put up a legitimate business name and something like a PO Box.
Registering a business name is $35 where this developer is located. A PO Box is around $80 a year. The name “closing.wtf” doesn’t seem to be registered with the state as a legitimate business. These are all red flags to “avoid”.
If you’d like a free cybersecurity analysis of your site, I’d be happy to offer a few free expert consulting hours to aain. Reply here and I’ll contact you on LinkedIn.
A DBA (doing business as) is $35. And not worth the paper its printed on if not filed by an actual entity... which cost $300+.
AND you have to give some new nebulous federal entity because "money laundering," or sometimes "OFAC enforcement."
No one should be handing out their address, mortgage information, and other sensitive details to someone who can't spend at least $300 on the bare minimum appearance of legitimacy.
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Hi @trollbridge, thank you for the valid points.
I'm glad to take you up on your consulting offer.
The privacy and security part is not inspiring confidence. Scrolling to the next section got me thinking "Don't get scammed at closing, get scammed before closing after uploading your mortgage documents to a random website."
Cool idea though.
Hey, Aaron the builder here.
The scamming that happens to homebuyers is not even comparable to the risk in uploading docs to a website which promises they won't share user data with anyone. This is genuinely a pro buyer tool with no association with any 3rd party.
The tool has already helped many people negotiate and get a better deal on their mortgage. Please before judging understand that 70% of buyers overpay in their mortgage 1-3% in closing costs and bad rates. It's mind boggling how much lenders get away with profiting in junk fees from stressed out homebuyers.
Allow me to expound on @kojeovo's remark. Please take this as a constructive criticism to improve your success potential. Much of it is from a quick glance, and am sure there are many other facets to improve.
A business is not just about the product.
Your Privacy Policy. There is no default way to download it (see 9.), and since it is window-ed cannot print entire doc. That means I cannot keep a copy of it for myself.
> We collect the following types of information:
> Mortgage Documents: Loan Estimates and Closing Disclosures you upload for analysis.
Okay, but
> 4. Data Security
> We implement industry-standard security measures to protect your information from unauthorized access, disclosure, alteration, and destruction.
This means nothing. Are you ISO 27001:2022, NIST SP 800-53, CIS, CE+, Essential Eight, or something else? Have you been audited, and proof? Who is your ISP? What regs do you follow around data sovereignty?
Terms of Service. Again, no default way of download. Overall, I would never agree to this ToS. It demands all kinds of requirements on the user, but takes no responsibility for anything - or as described above, explain how you will protect your customers.
You have no reference anywhere where you are geographically. No address, no about us, no who you are. I would be very leery on uploading anything.
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FYI, this reads as a very aggressive response to someone raising legitimate privacy concerns and doesn't engender the trust you very likely deserve.
Rather than talking up the value of the tool as superceding the concerns, a more constructive approach might acknowledge the concerns and emphasize how you already do minimize risk or commitments you're willing to make towards doing so.
Being dismissive doesn't help worried or skeptical people feel more secure, and worried and skeptical people make perfectly good users too.
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It is fair to describe the pains of not getting analysis on mortgage loan estimates, but what I think folks are looking for is some kind of authentic answer to the problem posed.
For example, you could advise the person uploading to remove PII prior to the upload, and link to pdf editing tools that allow them to do that.
You could say that not including PII like full name(s) found on just about every loan estimate does not take away from the value of the tool.
Another thing that could be done is to provide clear means for removing any data uploaded, or opt-out pre-upload of any data being used for training.
For example by creating an account first.
Providing some skin in the game such as putting the removal behavior in the terms of service and a personal guarantee to do everything to ensure sensitivity to privacy of this information will be handled carefully staking your reputation, probably would help.
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> not even comparable to the risk in uploading docs to a website which promises they won't share user data with anyone. This is genuinely a pro buyer tool with no association with any 3rd party.
I have no reason to think you're not completely sincere in this!
But, realize it doesn't mean anything.
Unless that promise is backed by some ironclad contract, it means nothing. Companies grow and hire new people who don't care about the original values. Or they get acquired and all bets are off. Or they start running low on cash and suddenly decide monetizing all that data is a good idea after all. Or it becomes visible enough to attract attention of the government who shows up demanding copies of data. And so on.
I've been in one or more startups where all of these things have happened.
I am genuinely surprised by the comments in this thread.
Privacy concerns are real but the importance of that matter in your project is overestimated here by an absurd level.
What I read is not a constructive criticism and the suggestions laid down are not realistic nor business relevant at all. I feel like this is some sort of mass wishful thinking.
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Hey. I really don't care to compare the level of scamming nor the usefulness of the tool. I'm in the process of buying right now so I know it could be useful. That's besides the point. To clarify, here's a different thought. Reading the following copy, I am wondering "whats gonna happen to my data / file I upload?":
> We never sell or share data with third parties. All information is used solely to generate analyses to help borrowers analyze and optimize their mortgages.
I even looked further into the privacy policy, just to be diligent here.
> We implement industry-standard security measures to protect your information from unauthorized access, disclosure, alteration, and destruction.
With how much info I have been provided, I'm just not gonna upload a document to your site. Like I said, just doesn't inspire confidence as I scroll your landing page. Could just be a copy change to fix this.
I love this idea (haven't tried it) and it seems like a killer app for AI. I can think of a lot of other things like health insurance, home owners insurance, and many other types of contracts for which an AI advisor can be built for. Imagine being able to rake over a complex document and make decisions that clearly benefit you. That's a rare privilege.
Your response is a lighthouse sized red flashing light to never use your tool.
Also, you have no control over decisions that any future owner might have, and you won't care because you've already cashed out.
What happens when you get hacked? Not if. To come back at someone with valid concerns with a "no, you don't understand my point of view" does nothing but a disservice to you.
Expecting people to just accept things is just not a good way to operate. When you receive push back, you need better responses than this. Will the vast majority of your users push back, sadly, probably not. However, you did post this to HN and then reacted poorly to valid criticism. Tsk tsk
Great idea and execution. I understand the privacy concerns, but I believe implementing a client-side redaction step could alleviate some of them. This step would allow users to preview their uploaded content before submitting it. While designing this feature, it’s crucial to ensure user trust and convince them of its benefits. Personally, I would feel more comfortable uploading a PDF knowing that it will be anonymized or redacted before being submitted.
Doesn't matter your promise, even though you may or may not be trusted, hackers can get it and steal it all. So it's not necessarily you or your service.
How can you get scammed on a mortgage? They're typically standard products from nationwide banks.
>The scamming that happens to homebuyers is not even comparable to the risk in uploading docs to a website which promises they won't share user data with anyone.
Well as long as you promise, my privacy fears are allayed!
/s
Ignore the haters, they will probably never be your customer.
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What sensitive data do you think is on a loan estimate? I've received a dozen over the years and it's literally just your name and the address of the property you want to buy. Both of which are public information if you do purchase the property.
We're talking about enough information to create a list of people who are in the process of making the largest purchase of their lives, coupled with the name of the businesses that they're considering sending money to and the exact dollar amounts that they're considering sending.
Scammers pay a lot of money to people who can get them those kinds of lists.
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As others have mentioned, title fraud. My recent closing disclosure has buyer, seller, agent, and title company. It'd be pretty easy to call the buyer claiming to be the title company and request a wire for exactly the right amount to a fraudulent location.
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Public info that you bought a property is entirely different from info about all the properties you are searching for and seriously considering. Especially being able to couple that with what you eventually did later.
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You are also signalling that you have enough money to buy said house and are actively in the process of doing so which makes you a mark. And if there is a whole DB of this info readily available...
Anyways the security could be fine. But if a user's primary action is uploading that document then maybe wanna have more than a quick sentence on it.
I once knew a founder of a pre-GPT-3 AI product that analyzed certain cost-adjacent documents to find "hidden" optimizations. The "AI" was the founder, an expert in that industry, churning through the uploaded documents himself and writing reports by hand detailing potential cost savings. How far we've come!
Some people suspect that is still how many of the AI startups operate
Reminds me of Mechanical Turk's old tagline: "Artificial Artificial Intelligence"
If there are only a handful of operators in a given industry and they use the same billing format, why not?
Create a known good OCR to calculation mechanism, then generate reports based off it. If it is inaccurate, its probably a small amount of logic to fix it.
With GPT you could even get it to write the parsing logic for you perhaps, and maybe process bill data when a bill doesn't exactly match existing parser data.
What actions can you take by the time you are at closing ?
I'm a licensed real estate agent, I actually got my license not just to learn about the business but to be able to save myself on agent commissions if I want to make an offer (if you can pass a CS data structures class you should be able to get a real estate license online in a matter of months), and I still would not try to optimize on closing costs.
Do I shop loans ? Absolutely. Are closing costs a scam ? Absolutely.
Would I try to optimize closing costs in the context of making a purchase ?
No.
In the time you have to decide the one really important question (whether to proceed or not) you need to spent it understanding the worst possible parts of the transaction you are about to make, NOT focusing on the closing costs.
Some class action lawyers should be worrying about optimizing these fees. Shop your loan, but spend your time investigating the property.
Pretending to be a site helping mortgage borrowers not get scammed while actually being a mortgage lead gen portal though : chef's kiss.
hmm. I don't see why not optimize closing costs. I have done so on 4-5 mortgages myself. When sourcing your lending options, if you are a good borrower at least, you will have multiple options. I always asked for a full closing cost estimate and compared. Usually saved $2000-5000 through a combination of:
- effectively shopping around items like title insurance, appraisals, etc by pointing out differences b/c competing vendors - identifying BS items that are not even on all offers, and simply having them removed. people like to add bogus fee lines.
For sure doing this as lead-gen is great. Agree that there is a huge risk of uploading personal info -- in the future local AI's will be able to do this. In the short term, they should partner with a known brand to give credibility.
This business is a thinly veiled mortgage lead gen scam
Its going on nearly 20 years I have been watching this train wreck
I redacted my personal information from my loan estimate and your system couldn't process it. I don't see why you need that information to pull the closing cost numbers?
The processing could fail for a bunch of reasons. I'm working on making the upload more fault tolerant including of redacted information.
I tried it out with docs from my last refi. Tried both PDF and PNG files, both returned "An error occurred with processing your document. Please confirm you uploaded a valid Loan Estimate or Closing Disclosure PDF."
I also at first didn't notice there is action needed to choose between uploading a Loan Estimate vs Closing Disclosure. It doesn't seem insurmountable to have the site automatically figure out the difference between those two.
You're right. I just haven't gotten around to figuring out the document type automatically even though it should be straightforward to implement.
There are many reasons the document will fail processing, it's usually because the wrong document type was selected or the original pdf from the lender has been modified. Sometimes, users upload a document they received which is just random text in a pdf they received as a pre-offer from a mortgage broker or lender.
I don't get it. What is the difference between:
The scenario you've outlined doesn't make sense. It sounds like your goal is to collect these idiosyncratic documents. Which is also unusual - like why do the documents matter? What is the purpose?
The analysis is generated via ~15 prompts and the output is pretty useful if you're going through buying a property with a mortgage.
The goal is to help mortgage borrowers get better deals on their mortgage. All mortgage terms are outlined in the loan estimate and closing disclosure documents as required by the CFPB (consumer financial protection bureau) - https://www.consumerfinance.gov/owning-a-home/loan-estimate
The tool requires uploading these documents since they have all the data needed to generate the analysis on the mortgage. Technically I can have the user paste in all the data via a textbox, but then it would be much more difficult to reliably parse. Also requiring the upload of the original documents is a much cleaner experience.
> The goal is to help mortgage borrowers get better deals on their mortgage.
I don't get it. Better, LendingTree, Credible, Bankrate, and a dozen other firms all aggregate mortgages. If there are some "best" mortgages in absolute terms, show them, you don't need anything on the form to do that; if there are offers that have lower upfront costs in exchange for higher rates, because the buyer is sensitive to upfront costs, show them. Why do you need to see the document in order to give the user what he wants?
Since you already know all of this, it begs the question: why do you specifically want to collect these documents? I'm not saying there is some conspiracy or anything.
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This looks really useful. I'll definitely be using this in the near future. However, I unnecessarily downloaded the sample loan estimate PDF and uploaded it again in order to view the report. Please make the "view sample report" button more prominent, or add another "view sample report" button within the blue "Try it out!" box.
Not wanting to upload my info here, but what, concretely, does this tool do?
Does it scan to see if some of the fees I am agreeing to are higher than average? If I am paying for some services that should be no-cost or have no real value?
The tool analyzes mortgage loan estimates and closing disclosures to find every potential place a buyer might be overpaying, every negotiable fee, and show the buyer a comprehensive AI analysis so they don't get screwed over and can have peace of mind on buying their home.
When I was closing on a house, I called a few friends to help review my mortgage, and we found lots of mistakes. For example, I was getting charged transfer tax, which didn’t make sense for Florida where the seller typically pays that. The deeper I dug, the more I realized how much gray area there is with these documents - what’s negotiable, what’s inflated, what's normal in the property's jurisdiction, and what’s just non-competitive but seems ok since there's a lot of simplified complexity that goes into mortgages and what's an extra 1-3% on a mortgage that's "just going to be refinanced in 6 months" when interest rates go down.
This is great. Really good work. This looks really useful, and I think you did a great job on the interface and site in general. I hope you aren't discouraged by the other commenters, keep hacking!
Was going to say the same. I ran into the same problems when I bought my first house and spent tens of hours trying to untangle and reduce costs. Thank you for tackling this
Your welcome, thank you for the message.
Thank you!
There's a number of threads here about privacy/security concerns. I'm curious what should be the bar for grassroots/bootstrapped projects like this?
Having recently taken a company through ISO 27001:2022 it's a pretty expensive and time consuming process, that doesn't seem reasonable to do early on in a projects creation - you don't yet know if you have product market fit.
However, you're wanting people or companies to trust you with their data - so it starts to feel a little chicken/egg
What's the best middle ground here for building trust whilst acquiring your first users?
ISO 27001 implementation and certification doesn't have to be overly expensive if you have the right team to help you. It also doesn't have to be time consuming as you can outsource a good deal of the work. I work as ISO 27001 auditor and I help companies get ISO certified. For a small company the combined cost of certification and external provider support ranges from $5k to $8k. Of course if you are a larger organisation the cost will go up, but not drastically.
That makes sense, but simply isn't viable cost wise IMO if you're trying to bootstrap a side project - until you have your first users and a sense that you have something people are willing to pay for, spending thousands on compliance certifications seems pretty risky.
I'm interested in what the best strategy to build/establish trust when you can't yet afford to pay for certification is.
Hmmmm. On one hand "closing.wtf" definitely stands out... So many startups have boring branding. But on the other hand, you are building in a legacy space. It's important to build trust & pay attention to the feedback here.
Does your target demographic understand "startups" or do they just want to solve the problem?
Target demographic are regular people of all types who want to afford a home and have a quality life.
All either have the problem now or had in the past and are curious if they got a good deal.
why upload the actual document? why not let users enter only numbers?
Because it is an (likely illegal) lead gen scam
You can see they have a page for mortgage lenders to sign up for the other side
This is essentially the inverse of how big banks are using commercial AI tools for document entity extraction and analysis. For example, https://cloud.google.com/solutions/lending-doc-ai?hl=en
I can see why this could be useful, but I also think it might be overkill compared to just an explanatory doc a homebuyer could reference that explains each section of their estimate. It also opens the developer to loads of potential risk in handling personal financial data.
If I'm interested in paying an expert to look at the settlement cost estimates and find areas where I might be getting screwed, or could negotiate to save on closing costs, is that a thing? What's the title for a professional human who does what this AI tool says it does? It sounds useful, I'd just rather pay a person for this service.
here, take my data but tell me nothing about yourself.
It's a really new tool I quickly launched last week, there's a terms of service and privacy policy that gives info.
https://closing.wtf/terms-of-service https://closing.wtf/privacy-policy
I plan to go through SOC 2 / other compliancy certification in the near future. Happy to answer other questions
What, exactly, does SOC 2 have to do with anything?
Can you answer the question of why this tool doesn’t work when redacting irrelevant personal information? I took my own info, redacted personal information you don’t need, and it doesn’t work.
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Related: mortgage VS investments calculator
Shows a graph in your terminal: find out if it's better to put in a smaller downpayment and invest the rest.
https://github.com/whyboris/mortgage-and-investments
Mortgage life hack: pay bi-weekly to pay off mortgage faster while paying less money!
https://www.bankrate.com/mortgages/bi-weekly-mortgage-calcul...
This seems odd. If you need certain fees and line items explained to you, why not ask your lender? Surely you have a loan officer that can explain every item and why it is there.
If you don’t like some of the costs, go with another lender, or negotiate those with your loan officer.
I’m not sure what this tool is offering that individuals don’t already have.
This is supposed to be the role of the mortgage broker / loan officer.
However in practice it's more complicated. Homebuyers receive these documents after they already signed a binding contract to purchase. Most people don't even know what questions to ask, much less how to properly negotiate, and they're under the stress of just getting the deal done which include affording a down payment, getting a home appraisal, and making sure they're not getting into a bad deal.
Also throughout the closing, the real estate agent/mortgage broker/lender aren't incentivized to get the buyer the best deal; they usually just want to close. In general the mortgage broker/lender are not going to advise and how the customer how to shop around since it's technically illegal for them to give a "bad" loan to a buyer.
A set of mortgage documents can have over 100 pages and include 20+ fees. It can be difficult for a borrower/homebuyer to understand all these fees, and most have no idea if they're competitive. Loan officers or brokers aren't incentivized to get you the lowest rates on every line item. Sounds like this tool helps you understand if you're being overcharged.
My favorite closing cost for the house I sold in February was $43,000 in excise tax to the city
Hey. I ended up with an error saying my PDF could not be processed? But it’s my final loan disclosure form…
Also, I’m not entirely sure what costs this avoids? Inspection fees are already paid at this point, notary fees are paid to your broker, and transfer tax happens months later.
I ran out of anthropic credits, I just refilled and the service works well now
Most of the variance is in origination charges and title fees afaik. For example, borrower title insurance which is usually option can cost like 5k.
hmm, I just read the terms of service....
ahem get a damn lawyer to redo it before you get sued my some State AG....
in this area you cross all t's and dot i's before launch rather than half ass-launch right into a lawsuit.
Good job on the product and launching @aaln!
I can see it being useful for many home buyers.
I’m curious if AI tools like this are just wrappers around ChatGPT? Do they use their own LLM?
If you upload mortgage documents directly to ChatGPT can you get similar results?
Thank you @aoppaol!
AI tools like this don't generally need their own models or fine tuned LLMs. Uploading mortgage documents to ChatGPT may get some useful results but it really won't be comprehensive, it most probably won't take into account jurisdictional laws and mortgages rate data, and would be hard(er) to trust because of hallucinations without guardrails.
Technically this is an LLM wrapper but it utilizes around 5-10 prompts to extract and structure data from the document and ~15 prompts to analyze.
Thank you for the explanation.
As a LLM wrapper (is it wrapped around ChatGPT?) would you say what makes your product unique is the specific prompts you have designed?
Again, great job! Planning, building and launching should always be commended!
this is great!!! Thanks so much for making this!
How are you handling the distribution?
hacker news, reddit, and other communities. Hopefully there will be a strong incentive in the future for real estate agents or mortgage brokers to recommend the tool. Also I think the name closing.wtf will be good for distribution.
Congrats on the launch!
A bit unrelated question, but what is the fastest way to obtain a similar looks and feel for the UI? Is there a framework?
Something that would be useful would be exporting to PDF with the whole report so you could send it to your realtor / lender, etc!
Thanks for mentioning this, I'm prioritizing this as a feature!
right now ive been trying to export the PDF but it's annoying
Going to work on this feature and ship it early next week if you're still in the closing process then.
Just checked out the tool it looks really interesting can definitely see the tremendous value to the standard consumer.
i don't want to be the "get off my lawn" person or "old man yells at cloud," but i couldn't get to what the tool does because the landing page is so overwhelming with colors, the background, the borders, things moving around.
the CTA buttons across the site are inconsistent in shape, form, and color.
the text color in the footer has awful contrast, so it's hard to read.
Thanks for the feedback old man! I'm going to improve the aesthetic of the dark mode. You can try the light mode which should be easier to read right now.
>the text color in the footer has awful contrast, so it's hard to read.
Dark grey on white is awful contrast these days?
… I'm not them, but in dark mode, it's <50% grey on black, and for the headers, <32% grey on black. (#374151 on black, I think.)
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I uploaded a mortgage I know well, and the results were pretty accurate.
Thanks, did you see any interesting insights you're comfortable sharing?
I was really just testing that the system works. I gave it a VA Home Loan and nothing seemed to be out of the ordinary in the analysis.
I use http://AimLoan.com! Every detail right is there for you to see including closing costs for whichever interest rate you decide to go with.
I wish I had this for payment processing.
What's the PDF parsing like?
Extract all the text from the PDF, turn the pdf into images, send the text for each page along with the image to an LLM with a desired output strucutre.
You are not doing any of the fancy table extractor stuff?
Just mining data. Please flag this.
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Par for the course on HN. You just gotta have thickskin and learn to acknowledge the comments without wholesale accepting them. Some nitpicks are great, some are flat out stupid. When it's your product you have the benefit of deciding which is which for your product (and accept the consequences, of course).
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