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Turn confusing EOB text into plain English, privately

Which is more popular?
Based on our record, Perplexity.ai seems to be more popular. It has been mentioned 65 times since March 2021.
Website, pricing, platforms and company facts side by side.
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| Website | perplexity.ai | keepmd.org |
| Pricing | — | |
| Company | Startup from the United States | Startup from the United States · 1 - 9 employees · 2026 |
| Listed in |
In their own words, as submitted to SaaSHub.


No description of Perplexity.ai yet.
KeepMD EOB Decoder is a privacy-first browser extension for Chrome and Microsoft Edge that turns confusing Explanation of Benefits (EOB) and medical bill text into plain English. Paste a line from your EOB, open a text-based PDF, or highlight text on any webpage and right-click to decode it. The...
What each product offers, as listed by its team.


Possible disadvantages
An editorial look at what each product does well and who it suits.


Overall verdict
Why this product is good
Recommended for
No analysis of KeepMD EOB Decoder yet.
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Perplexity.ai, Explained in 45 Seconds
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How often each product is chosen within a category, 0–100% relative to the other.


As answered by people managing Perplexity.ai and KeepMD EOB Decoder.
KeepMD EOB Decoder's answer:
KeepMD EOB Decoder is designed around a privacy-first approach to understanding medical bills and Explanation of Benefits (EOB) statements. Unlike tools that require users to upload sensitive billing information to a remote service, KeepMD performs decoding locally in the browser. Users can paste EOB text, upload a text-based PDF, or select text on a webpage and get plain-English explanations without sending their bill details to KeepMD.
It supports ICD-10-CM diagnosis codes, HCPCS Level II codes, and common insurance terminology, while also providing convenient workflows for copying explanations, saving a local draft, or optionally handing information off to the KeepMD mobile app.
KeepMD EOB Decoder's answer:
KeepMD EOB Decoder is a good choice for people who want to understand medical billing terminology without giving a third party their sensitive bill information. Decoding happens locally on the user's device, and the extension does not collect browsing history or transmit raw EOB text, PDFs, diagnosis codes, names, or dollar amounts during local decoding.
It is also designed specifically for everyday patients and caregivers, with simple explanations rather than professional medical or billing terminology. Users can work directly from an EOB, hospital bill, claim document, or selected text on a webpage.
KeepMD EOB Decoder's answer:
KeepMD EOB Decoder is currently focused on individual patients, caregivers, and families rather than publicly announced enterprise customers. We do not currently publish a list of major customers or healthcare organizations using the product.
The extension is designed for people who need to understand EOBs, medical bills, insurance terminology, ICD-10-CM codes, and HCPCS codes while keeping their sensitive billing information on their own device.
KeepMD EOB Decoder's answer:
KeepMD EOB Decoder is built as a browser-based extension using modern browser extension APIs and local processing. Its publicly documented technology stack includes local JavaScript-based decoding, browser storage, and PDF text extraction with pdf.js.
The extension uses browser capabilities such as context menus, activeTab, scripting, storage, and downloads. Text-based PDFs are processed locally with pdf.js, while optional mobile handoff uses client-side AES-GCM encryption. The public build also avoids remote code and does not require an account for local decoding.
KeepMD EOB Decoder's answer:
The primary audience is patients, caregivers, and family members who need to understand EOB statements, medical bills, insurance terminology, diagnosis codes, or service codes.
It is particularly useful for people reviewing bills from hospitals, doctors, laboratories, pharmacies, and other healthcare providers who want clearer context before contacting an insurer, provider, or billing office.
Share your experience with using Perplexity.ai and KeepMD EOB Decoder. For example, how are they different and which one is better?
External articles and on-site reviews we used to compare the two products.


Perplexity does search the live web, which is a real advantage over a plain chat model with no browsing. What it doesn't do is structure that search around a repeatable research process or pull directly from SEC EDGAR...
Perplexity's built-in prompt suggestions cover research and analysis workflows that overlap significantly with AIPRM's most popular templates. No extension, included with the base product.
this tool is powerful for article writing with sources already mentioned. just give him a topic/company name it will research for you everything about it. Really reliable tool.
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Recommendations tracked on public social media and blogs since March 2021.


> tried using ChatGPT to search for original sources That's a bad idea, do not do that. Regardless of the the knowledge contained in ChatGPT, it's completely wrong tool/tech - like using a jackhammer as a screwdriver. If your want... - Source: Hacker News / about 2 years ago
Perplexity[0] is a service whose primary feature is this "assistant" style search, which is an auxiliary featyre for Kagi. [0] https://perplexity.ai. - Source: Hacker News / about 2 years ago
You can get the sweet spot with https://perplexity.ai/ for many cases. It does the searches, aggregated answer, and the actual supporting links. It got back with "The URL for Alpine Linux's style guide for commit messages can be found in... - Source: Hacker News / over 2 years ago
Tracking KeepMD EOB Decoder since Oct 2026.
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