Press Release
EdWealth Announces MoneyBench Benchmark Comparing AI Money Answers From Ed, ChatGPT and Gemini
New York, United States, August 31st, 2026, FinanceWire
EdWealth (edwealth.ai) today announced the publication of MoneyBench, a benchmark developed by the company to evaluate how AI systems answer personal finance questions. The benchmark compares Ed, EdWealth’s AI personal finance coach, with ChatGPT and Gemini on usefulness and factual accuracy.
Ask an AI about money and a confident, plausible answer arrives instantly. Whether the numbers are right is invisible as you read. In an Intuit Credit Karma survey, 52% of adults who acted on AI financial advice reported a poor decision [1].
According to EdWealth’s MoneyBench results for July, Ed ranked first, winning 62.3% of questions, compared with 20.8% for Gemini and 17.0% for ChatGPT [2].

What made the difference
Writing quality did not separate the three, and accuracy scores often matched. Usefulness did: Ed averaged 4.24 on a five-point scale to ChatGPT’s 3.62 and Gemini’s 3.47, higher on roughly seven of ten questions against each.

Five things set Ed apart:
- Live numbers. Ed’s 120-plus financial data-and-analysis tools query the current filing, live price, holdings table, not last quarter’s memory.
- Decision-first answers. Conclusion first, then reasoning, then options.
- Fact and interpretation, separated. Limits and deadlines are stated as rules, context and trade-offs as interpretation. Most AI blurs the two.
- A coach that stays. From what a user shares, Ed learns their numbers, goals and habits; every answer builds on the last, across cash flow, taxes, stock compensation, funds, insurance. Account connections are read-only.
- Statute, not guesswork. Phase-outs, benefit formulas and multi-year tax rules come from a base of 11,566 parameters, sourced to the IRS, SSA, CMS and state authorities, across 51 US jurisdictions.
Confidence is not correctness
“Wealthy families always had a money person to call. Everyone else got search results, then a confident chatbot,” said Allen Ng, founder of EdWealth. “Ed closes that gap: live numbers, the reasoning shown, the decision still yours.”
The answers were scored by Claude, an AI from Anthropic, which builds none of the three. It checked each answer’s key figures against live sources, and an answer containing a fact proven false could not win. That check cost Ed: its score fell 5.3 points, both competitors rose, and Ed still finished first. Its 40 losses appear in the paper beside the wins. Where Ed’s facts were wrong, its usefulness fell with them: useful answers are built on correct ones.

In May’s first round Ed placed third of three, held back by weak data retrieval. EdWealth rebuilt it, and Ed has led every round since.
The part no benchmark can measure
The same question has a different right answer for each person: holdings, taxes, goals. A general assistant answers for everyone; Ed answers for one person, and keeps learning them. The test could not see that: standalone questions, nothing known about the asker. A benchmark measures the answer; a money person of your own knows the question behind it.
The full paper, with complete results, method and limitations: edwealth.ai/moneybench.
“We put our product on trial in public,” said Ng. “Financial AI should be judged on one question: does it help a person make a better money decision. Useful, and right. Only then does the rest follow. Money at peace, wealth in motion.”
About EdWealth
EdWealth builds agentic AI products for personal financial clarity and Financial Fitness. Its debut product, Ed, is a personal finance coach for modern households; user data is never for sale. Ed is available at edwealth.ai, on the App Store, and on Google Play.
Disclaimer: Ed provides financial information and education only — not investment, tax, or legal advice, and not a recommendation to buy or sell anything. Ed does not provide personalised investment recommendations. Ed is not a licensed financial adviser; its AI-generated outputs may be wrong, and all decisions are your own. Consult a licensed professional before acting. Availability, features, and pricing may vary by jurisdiction; Ed is offered only where permitted by applicable law.
Website: https://www.edwealth.ai/
Instagram: https://www.instagram.com/edwealth.ai/
Media contact: info@edwealth.ai
Sources: [1] Intuit Credit Karma, survey of 1,019 US adults, fielded August 7-14, 2025. [2] Systems as tested, July 2026: Ed in production configuration; ChatGPT (GPT-5.6 Sol) at Pro effort; Gemini (3.6 Flash) at default configuration.
Contact
Communications Lead
Phoebe Woo
EdWealth
info@edwealth.ai
About Author
Disclaimer: The views, suggestions, and opinions expressed here are the sole responsibility of the experts. No Digi Observer journalist was involved in the writing and production of this article.
Press Release
More Than 25,000 Companies Met With Post Oak Group in Q3 2026, Just 47 Secured Representation
Post Oak Group reported that more than 25,000 companies met with the firm in Q3 2026 to explore advisory relationships, yet only 47 were formally engaged, an acceptance rate of less than 0.19%. The figure is up only slightly from 45 engagements in Q2, reflecting the firm’s deliberate choice to keep strict acceptance standards rather than scale its client roster with demand.
Houston, Texas, United States, 19th Oct 2026 – The extent of Post Oak Group’s selectivity is perhaps best illustrated by the firm’s third-quarter 2026 engagement figures.
During Q3 2026 alone, more than 25,000 companies met with Post Oak Group to explore potential advisory relationships. Of those, just 47 matters were formally engaged by the firm, representing an acceptance rate of less than 0.19%.

The 47 engagements represent only a modest increase from the 45 matters formally engaged during the second quarter of 2026. However, while the number of accepted mandates has remained relatively consistent, the volume of prospective companies meeting with the firm has increased dramatically.
This widening disparity between prospective client demand and actual engagement volume reflects a deliberate decision by Post Oak Group to maintain stringent acceptance standards rather than expand its mandate portfolio in proportion to market demand.
“We have experienced tremendous growth in the number of companies seeking our representation, but that does not mean we intend to take on substantially more clients,” said Alex Treistman, Managing Partner at Post Oak Group. “We believe we are the best in the business at what we do, and maintaining that standard requires discipline. Our resources are finite, regardless of the size of our organization, and we reserve those resources for the highest-quality companies that we believe are best positioned to attract investment from our network.”
At the center of the firm’s selective engagement strategy is its extensive network of angel investors, family offices, venture capital firms, and other private capital providers. These relationships, developed and maintained through years of institutional investor coverage, represent one of Post Oak Group’s most valuable strategic assets.
The firm maintains that its responsibility extends beyond the companies it represents to the investors who rely on Post Oak Group to identify and introduce compelling private market opportunities.
“We have a responsibility to our investors to ensure that the companies we bring to them are of exceptional quality,” said Karan Ramchandani, Head of Capital Markets at Post Oak Group. “Our network includes some extraordinarily sophisticated angels, family offices, and venture capital firms. These are relationships we take very seriously. We are not going to compromise the integrity of that network simply because another company is willing to pay us an engagement fee.”
According to the firm, its internal evaluation process considers the strength of a prospective client’s management team, business model, financial performance, market opportunity, capital requirements, and overall investment merits.
Equally important is the firm’s conviction that it can deliver meaningful value through its existing investor relationships and transaction execution capabilities.
The result is a highly selective advisory platform in which fewer than one in every 500 companies that met with Post Oak Group during the third quarter ultimately secured formal representation.
For companies that successfully complete the firm’s evaluation process, Post Oak Group believes this selectivity translates into an exceptional level of institutional attention, transaction preparation, investor coverage, and ongoing advisory support.
“Our clients are not competing with thousands of other mandates for our attention,” Treistman added. “When we accept an engagement, that company receives a level of commitment and service that we believe is virtually unmatched in this industry. That is only possible because we are willing to turn away the overwhelming majority of opportunities presented to us.”
Looking ahead, Post Oak Group expects demand for its capital markets advisory services to remain substantial. Nevertheless, the firm has indicated that future growth in prospective client inquiries will not necessarily translate into a corresponding increase in accepted engagements.
Instead, management intends to preserve its selective approach, prioritizing the quality of represented companies, the integrity of its investor relationships, and the depth of service delivered to each client.
“Our goal is not to become the investment bank with the most clients,” Treistman concluded. “Our goal is to be the investment bank that the highest-quality companies want representing them and that the most sophisticated investors trust to bring them opportunities. Everything else is secondary.”
About Post Oak Group
Post Oak Group, named the Best Middle-Market Investment Bank in Texas and the most connected firm to family offices and VC globally, is a Houston-based firm with approximately 300 professionals and more than $82 billion in transactions advised. The firm specializes in mergers and acquisitions and capital markets advisory, advising business owners, entrepreneurs, growth-stage companies, and institutional clients on sell-side transactions, private placements, growth capital financings, and other strategic financial initiatives.
Through its established network of private equity firms, family offices, venture capital firms, angel investors, institutional investors, and strategic acquirers, Post Oak Group focuses on connecting companies with qualified capital partners and delivering relationship-driven investment banking services. With relationships spanning corporate development teams, family offices, and venture-backed buyers across North America, Europe, Australia, Latin America, and select Asian markets, the firm brings a global reach to every engagement.
Media Contact
Organization: Post Oak Group
Contact Person: David Chua
Website: https://www.postoakgroup.co/
Email:
info@postoakgroup.co
City: Houston
State: Texas
Country: United States
Release id: 50029
View source version on King Newswire:
More Than 25,000 Companies Met With Post Oak Group in Q3 2026, Just 47 Secured Representation
About Author
Disclaimer: The views, suggestions, and opinions expressed here are the sole responsibility of the experts. No Digi Observer journalist was involved in the writing and production of this article.
Press Release
Easy Title Searches Highlights Florida Title Search and Foreclosure Property Research Through EasyTitleSearches.com
Online resource focuses on comprehensive Florida title searches, property ownership records, foreclosure title searches, property lien searches, mortgage and deed research, judgment searches, lis pendens searches, and real estate due diligence across all 67 Florida counties. Easy Title Searches provides information relevant to residential and commercial property title research, foreclosure auction title searches, pre-foreclosure property investigations, recorded encumbrances, ownership verification, and foreclosure property records, helping homebuyers, real estate investors, attorneys, lenders, and real estate professionals better understand potential title issues, outstanding liens, and property-related risks before purchasing or investing in Florida real estate.
St. Augustine, FL, United States, 19th Oct 2026 – Easy Title Searches is highlighting EasyTitleSearches.com as an online resource focused on Florida property title research, foreclosure records and real estate due diligence. The website brings attention to the importance of reviewing recorded property information before purchasing, financing or investing in Florida real estate.

A Florida title search can help buyers and property professionals identify deeds, mortgages, liens, judgments and other recorded documents that may affect a real estate transaction. Whether evaluating a conventional purchase or a foreclosure opportunity, researching a property’s history can help identify matters requiring further investigation.
Understanding Florida Property Title Searches
Property title research typically involves reviewing documents filed in public records to better understand a parcel’s recorded ownership history and associated interests. A property title search may include deeds, mortgage recordings, liens, easements, judgments and other instruments relevant to a transaction.
Florida property records are maintained through recording systems in the state’s 67 counties. Because document availability and indexing practices vary by jurisdiction, researching an ownership history may require reviewing more than one source. A property ownership search and property deed search can provide starting points for understanding recorded transfers and identifying gaps or questions that merit attention.
Foreclosure Title Searches and Auction Due Diligence
Foreclosure sales can introduce legal and financial complexities that differ from an ordinary home purchase. A Florida foreclosure title search may identify recorded mortgages, judgments, ownership interests and other documents associated with a property involved in foreclosure proceedings.
Before bidding, investors may undertake a foreclosure auction title search and broader foreclosure property search to better understand the record history and locate matters that warrant additional review. This research can complement a review of court proceedings, sale terms and other publicly available information.
Importantly, a foreclosure sale does not necessarily eliminate every lien or obligation. The treatment of recorded interests may depend on lien priority, the foreclosure action and applicable law. Thorough foreclosure due diligence in Florida may therefore require legal review in addition to record research.
Florida Lien Searches, Mortgages and Judgments
Recorded liens can affect the financing, ownership or transfer of a property. A Florida lien search may help identify mortgage liens, judgment liens and other recorded claims that deserve further investigation. A foreclosure lien search can be especially relevant when reviewing a distressed property or auction opportunity.
Some obligations are not fully reflected in a conventional county recording search. Municipal matters, certain assessments and association-related issues may require separate inquiries. A foreclosure mortgage search or review of recorded judgments is one component of broader property due diligence, not a guarantee that every potential issue has been identified.
Lis Pendens and Pre-Foreclosure Property Research
A lis pendens is a recorded notice associated with certain legal proceedings that may affect interests in real estate. A Florida lis pendens search can help researchers locate relevant notices and identify proceedings that may require closer examination.
For investors considering a property before a scheduled auction, a pre-foreclosure property search may involve reviewing ownership transfers, recorded mortgages, foreclosure filings and related court records. These documents can help frame additional questions about a property, although interpreting their legal effect may require qualified professional advice.
A Focused Online Destination for Florida Real Estate Research
Homebuyers, property investors, attorneys, lenders and real estate professionals frequently rely on Florida property records as part of evaluating real estate transactions. Understanding what recorded documents show, and what they do not show, can support more informed decisions and more targeted follow-up research.
Easy Title Searches focuses on these research topics through its online presence, including title investigations, foreclosure documentation and recorded property interests. The website serves as a dedicated point of reference for people seeking information about Florida real estate title research.
About Easy Title Searches
Easy Title Searches is an online resource focused on Florida title searches, foreclosure title research, property ownership records, lien information, mortgage documentation and real estate due diligence.
Media Contact
Organization: Easy Title Searches
Contact Person: Mikey Tyburczy
Website: https://easytitlesearches.com
Email:
mtyb@easytitlesearches.com
Contact Number: +19048066857
City: St. Augustine
State: FL
Country: United States
Release id: 49998
View source version on King Newswire:
Easy Title Searches Highlights Florida Title Search and Foreclosure Property Research Through EasyTitleSearches.com
About Author
Disclaimer: The views, suggestions, and opinions expressed here are the sole responsibility of the experts. No Digi Observer journalist was involved in the writing and production of this article.
Press Release
PrimeXBT Launches 14-Day VIP Welcome Offer, Cutting Trading Costs for All New Users
Castries, Saint Lucia, October 19th, 2026, FinanceWire
PrimeXBT, a global multi-asset broker and crypto asset service provider, has introduced a new VIP Welcome offer, giving all new clients automatic VIP4-tier status for their first 14 days. Activated upon registration with no additional action required, the offer provides immediate access to lower trading costs and enhanced conditions without first meeting the usual trading-volume requirements.
During the welcome period, clients receive 15% discount on Forex and CFD spreads on broker’s PXTrader 2.0 platform, with further reductions of up to 50% on Gold and Bitcoin CFD spreads. VIP4 tier also includes 33% off Crypto Futures taker fees, 10% off Exchange spreads, 24/7 priority support and access to 10% cashback on eligible trading costs through the Rewards Center. Trading volume on MT5 counts towards VIP qualification, but VIP fee and spread discounts only apply on PXTrader 2.0.
PrimeXBT’s VIP Tiers program offers five levels of progressively lower fees and enhanced conditions, with VIP status normally earned based on trading volume over the previous 30 days. Tier upgrades are automatic, and traders can track their progress in real time. The VIP Welcome offer gives all new clients immediate access to VIP 4 without first meeting these volume requirements. After the 14-day welcome period, clients who meet the relevant thresholds can maintain VIP 4 or progress to VIP 5.
“Small differences in spreads and fees can be easy to overlook on a single trade, but they add up over time and can have a substantial impact on costs, particularly for high-volume traders,” said Jonatan Randin, Senior Market Analyst at PrimeXBT. “The VIP Welcome offer gives new clients the opportunity to experience our premium trading conditions from day one, alongside the charting and risk-management tools they need to plan and manage their positions.”
The launch builds on PrimeXBT’s focus on reducing trading costs across key markets. PXTrader 2.0 offers commission-free CFD trading, with EUR/USD spreads from 0 pips. VIP conditions include spreads from $0.17 on Gold, 0.2 points on US500, 0.4 points on NASDAQ and $19 on BTC CFDs at the highest tier. Clients can also unlock VIP tiers using their Rewards Center balance, earned through tasks and trading milestones. The balance can also be used for cashback or trading bonus.
PrimeXBT continues to strengthen its position in multi-asset trading through competitive pricing and professional tools. The VIP Welcome offer reinforces this priority, making market-leading trading conditions accessible to everyone from the very first trade.
To learn more, users can visit PrimeXBT website.
About PrimeXBT
PrimeXBT is a global multi-asset broker and crypto asset service provider trusted by traders in more than 150 countries. The platform bridges traditional and digital markets within one integrated environment, redefining versatility and innovation in online trading. Clients can access Forex, CFDs on indices, commodities, shares, crypto, and Crypto Futures, as well as buy, store and exchange cryptocurrencies. This unified experience extends across both the native PXTrader 2.0 platform and MetaTrader 5, supported by advanced risk-management tools and a wide range of funding options in crypto, fiat and local payment methods. Since 2018, PrimeXBT has focused on empowering traders through broad multi-asset access, fair and transparent conditions, professional-grade technology and dedicated human support. By combining expertise, trust and a client-first approach, PrimeXBT sets a benchmark of excellence in the financial industry and provides traders with the tools they need to trade, grow and succeed with confidence.
Disclaimer: The content provided here is for informational purposes only and is not intended as personal investment advice and does not constitute a solicitation or invitation to engage in any financial transactions, investments, or related activities. Past performance is not a reliable indicator of future results. The financial products offered by the Company are complex and come with a high risk of losing money rapidly due to leverage. These products may not be suitable for all investors. Before engaging, you should consider whether you understand how these leveraged products work and whether you can afford the high risk of losing your money. The Company does not accept clients from the Restricted Jurisdictions as indicated on its website / T&Cs. Some products and services, including MT5, may not be available in your jurisdiction. The applicable legal entity and its respective products and services depend on the client’s country of residence and the entity with which the client has established a contractual relationship during registration.
Contact
PrimeXBT
pr@primexbt.com
About Author
Disclaimer: The views, suggestions, and opinions expressed here are the sole responsibility of the experts. No Digi Observer journalist was involved in the writing and production of this article.
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