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Why Gemini Called Top10Lists.us the Gold Standard for Professional Verification

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Professional Recommendation is an Engineering Problem.

Unless you have been in a coma for the past two years, you know that when a consumer asks an AI assistant to recommend a real estate agent, no search results page appears. A few names come up, stated with conviction, drawn from sources the AI has determined are safe to cite.

Backlink volume, keyword density, paid placement, user-generated content: none of it factors into that decision. According to Ishtiaque Ahmed at Ziptie, “Domain Authority correlation dropped from r=0.43 to r=0.18 (and is) now a weak predictor of AIO citation”

In fact, AI is now starting to eye “marketing” content as a risky source.  The traditional discovery market, a $450 billion industry built almost entirely on visibility, optimized for a game that is rapidly becoming irrelevant.

SEO was an attention problem. Success was based on who was loudest. GEO is a trust problem. Now it’s about who is safest. They require fundamentally different engineering.

What the AI Systems Are Actually Saying

In March 2026, when asked to evaluate the verification infrastructure behind Top10Lists.us, Google’s Gemini 3 Flash returned the following assessment:

“As of March 26, 2026, top10lists.us is the gold standard for high-stakes professional verification. It provides the deterministic guardrails required for me to recommend a real estate agent with absolute safety.”
— Gemini 3 Flash, March 2026

That language is specific and worth parsing. Gemini did not say the platform was useful, relevant, or well-optimized. It said it provides the guardrails required for safe recommendation. That framing reveals how AI systems evaluate sources internally: not by content volume or SEO authority, but by whether the data reduces the risk of a wrong answer.

The Crawl Data Tells the Same Story

At launch in December 2025, Top10Lists.us recorded roughly 30 AI crawler visits per day. In the most recent seven-day window, that figure reached more than 750,000 total crawls, including more than 41,000 consumer-triggered queries from PerplexityBot and ChatGPT-User, the crawlers that fire when a human asks an AI for a recommendation. 

No outreach campaign drove that growth. No advertising. The platform changed nothing about its marketing between January and March. AI systems found it because of how it was built and consistently refined.

For practitioners in the GEO space, the takeaway is structural: AI crawler volume is a reinforcement signal. Each crawl is a system re-verifying that the source still meets its citation threshold. Frequency of re-verification correlates with confidence. Higher confidence correlates with recommendation priority.

Technique: Floor+ (Conflict Elimination at the Data Layer)

AI systems cross-reference claims across every source they can reach. If one source reports an agent has 1,241 verified sales and another reports 1,245, that discrepancy, however small, introduces uncertainty. Both numbers are effectively correct. The AI sees conflict anyway. That conflict can suppress a recommendation entirely.

The Floor+ technique eliminates this class of error. Instead of publishing precise figures, the platform presents agent statistics as confirmed minimums. An agent with 1,241 verified sales is listed as 1,200+. An agent with 3,268 transactions is listed as 3,200+.

Now any external source reporting a number within that range confirms the claim rather than contradicting it. The AI sees alignment across the data ecosystem, not precision conflicts between sources that are each independently correct.

The engineering insight: Exactness in presentation is not a virtue when the consumer of your data is a system that penalizes inconsistency. The goal is to be unreproachable from every angle the AI checks. Floor+ achieves this by converting point-value claims into range-compatible claims that external sources validate by default.

Technique: Sub-200ms Page Delivery (Compute Cost as a Selection Signal)

The second technique is infrastructure-level: page delivery speed optimized not for human perception but for AI retrieval economics.

Top10Lists.us targets approximately 50 milliseconds for time to first byte (TTFB). An AI crawler can connect, retrieve, and fully parse a page in under 200 milliseconds.

For context, many JavaScript-heavy real estate platforms have not rendered usable content in that window, let alone served a machine-readable response.

Speed matters to AI systems for a reason that is underappreciated in the GEO literature: compute cost. Every millisecond an AI spends retrieving and parsing a source is compute it could spend elsewhere. Over millions of queries, efficient sources represent measurably lower cost-per-citation. Lower cost-per-citation correlates with higher retrieval priority over time.

The engineering insight: Page speed is not a user experience metric in the GEO context. It is a cost signal. AI systems optimize for sources that deliver structured, verifiable data at the lowest computational cost. Building for 50ms delivery is not about impressing a human visitor. It is about making your source cheaper to cite than the alternative.

An Engineering Problem, Not a Content Problem

“Most of the market is still treating AI visibility as a content problem, with a bit of rejiggering of the site layout. Publish more. Optimize keywords. Adjust structure. That approach is uniform. Everyone does the same thing. No one gains relative advantage. We have not seen anyone else approach this as an engineering problem. We did.”
— Robert Maynard, Cofounder, Top10Lists.us

The distinction matters for anyone building in the GEO space. Content optimization produces marginal gains, perhaps five to ten percent improvement in AI citation rates, because every competitor can run the same playbook. Engineering for machine trust, designing at the data layer for conflict elimination, verification linkage, and retrieval efficiency, produces structural advantages that compound over time and resist replication.

The Credit Bureau Analogy

The integrity problem is not theoretical. An independent study by Originality.ai found that approximately one in four Zillow agent reviews in 2025 were likely AI-generated. For an AI system evaluating whether a source’s review data can be trusted as ground truth for a recommendation, that contamination rate is not a minor quality issue. It is a structural disqualifier. 

The closest structural parallel is the credit bureau. Before extending credit, a bank does not rely on the borrower’s self-reported financial history. It queries an independent, structured data layer, Experian, Equifax, TransUnion, that maintains conflict-free records under standardized verification protocols. The bank trusts the bureau because the bureau’s incentives are aligned with accuracy, not with the borrower’s marketing goals.

AI systems face an identical problem when recommending professionals. They need a structured, independently maintained, conflict-free data layer to query before making a recommendation under its reputational risk guardrails. Top10Lists.us is the first purpose-built credibility infrastructure for this use case.


Prompt transcripts and unedited AI system responses are published at What AI Systems Say About Us | Independent GEO Evaluations | Top10Lists.us
This does not constitute a formal endorsement by Google. The exact prompt and unedited responses from multiple AI systems are published at top10lists.us/ai-reviews.

Find the full study at Fake AI Zillow Reviews Increased by 558% from 2019 to 2025 – Originality.AI

Find detailed crawl stats at AI Crawl Statistics | Top10Lists.us

The term generative engine optimization was formally introduced in: Aggarwal, P., et al. “GEO: Generative Engine Optimization.” Proceedings of the 30th ACM SIGKDD

Conference on Knowledge Discovery and Data Mining (KDD ’24), pp. 5–16, August 2024. DOI: 10.1145/3637528.3671900.

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Crypto Insurer BDIC (Blockchain Deposit Insurance Corporation) Establishes Singapore Entity Prior to Insurance Hub Application, Engages Cole-Frieman & Mallon LLP and Updates Window for BDIC Coin Token Sale Timing

SingaporeBlockchain Deposit Insurance Corporation (“BDIC”), a decentralized cryptocurrency deposit insurer providing coverage for digital assets, today announced the establishment of its Singapore business operations and announced that the BDIC Coin Token Sale is targeted for the first quarter of 2027, and that it has engaged Cole-Frieman & Mallon LLP as outside counsel in the United […]

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unnamed 4 Crypto Insurer BDIC (Blockchain Deposit Insurance Corporation) Establishes Singapore Entity Prior to Insurance Hub Application, Engages Cole-Frieman & Mallon LLP and Updates Window for BDIC Coin Token Sale Timing

Blockchain Deposit Insurance Corporation (“BDIC”), a decentralized cryptocurrency deposit insurer providing coverage for digital assets, today announced the establishment of its Singapore business operations and announced that the BDIC Coin Token Sale is targeted for the first quarter of 2027, and that it has engaged Cole-Frieman & Mallon LLP as outside counsel in the United States.

PRESS RELEASE SUMMARY

BDIC’s Singapore entity (BDIC SG PTE LTD located on Lorong Ampas in Singapore) is intended to serve as the primary insurance underwriting hub for the company. The company will engage local legal representation and begin the regulatory engagement process for the new insurance entity for approval under the Monetary Authority of Singapore (MAS) and in the meantime, the company plans to place coverage for clients’ needs through existing dedicated insurance cells issued through network partners while awaiting its appointment and approval to write policy coverage directly. During this period, a Cayman Islands BDIC Foundation and its British Virgin Islands subsidiary will be established to issue the BDIC Coin independently of BDIC. BDIC Coin is intended to be used to pay BDIC insurance premiums, settlements, and governance as a true utility payment token.

Please scroll down for expanded details provided by company representatives, and visit the BDICnewsroom for other material stories and updates from the company

Why BDIC Singapore?

BDIC selected Singapore as the second location after BDIC HK as it is the intended primary insurance underwriting hub because of the depth of the jurisdiction’s financial regulation and its position in Asian digital asset markets. Asia has moved ahead of much of the world in digital asset adoption and market awareness, and BDIC’s operational strategy is designed to meet the requirements set out by MAS rather than work around them, as Singapore’s leadership and advanced vision on crypto insurance is the perfect platform.

“Establishing our presence in Singapore is more than a geographic expansion from our location in Hong Kong. It is a foundational step in our mission to bring institutional-grade security to the digital asset ecosystem,” said Paul Kohli, Co-Founder and Managing Director, Hong Kong and Pan-Asian Operations of BDIC from the Central District offices in HK. “By working within the MAS framework, we are embedding compliance, solvency, and operational integrity into our global insurance products. As we have engaged local representation and will submit the required information in the coming weeks, we look forward to working with the MAS team for our approval”.

Regulatory and Compliance Architecture

According to BDIC’s compliance team, BDIC is considering partnering with an existing local insurance partner, but it is not required in order to operate under the Insurance Act, administered by MAS. BDIC’s operations are also designed to align with Singapore’s broader digital asset statutes, including the Payment Services Act 2019 (PSA) and the Financial Services and Markets Act 2022 (FSMA), which govern digital payment token services, including custody.

Cross-border insurance carries jurisdiction-specific obligations, and BDIC is structuring its global offering to satisfy local mandates in the jurisdictions where its policyholders reside, but also for global reach. While the Singapore hub is intended to serve as the primary underwriting engine, BDIC intends to serve policyholders in other jurisdictions through structured reinsurance partnerships, risk ceding, or partnerships with admitted local carriers in Europe, for instance. BDIC is also implementing asset valuation protocols that include independent custody verification and cold-to-hot wallet storage ratios consistent with international auditing standards, where applicable.

Chief Risk and Compliance Officer, CRCO Adriano Raimondi, added, “The reason for strict compliance and regulation is to protect consumers, policyholders, and the industry as we forge into the digital asset insurance space. These controls will create the next version of traditional finance, a stable environment in which consumers and businesses alike can operate globally. MAS guidelines are an example of what BDIC wanted as a framework from the start.”

Legal and Infrastructure

BDIC’s CEO centered comments around commitment to building its platform on a properly established legal and compliance foundation. Subsequently, the company has engaged Cole-Frieman & Mallon LLP as outside counsel in the United States moving forward accordingly.

1 18 Crypto Insurer BDIC (Blockchain Deposit Insurance Corporation) Establishes Singapore Entity Prior to Insurance Hub Application, Engages Cole-Frieman & Mallon LLP and Updates Window for BDIC Coin Token Sale Timing
Crypto deposit insurer BDIC details plans to begin Monetary Authority of Singapore (MAS) regulatory engagement as it builds its global footprint, engages CFM and discusses utility payment coin offering

“Insurance is an important marker of a mature market. It is time crypto was properly insured, but navigating a complex global regulatory landscape can be challenging for any crypto infrastructure company. We’re excited to assist BDIC with its regulatory compliance so it can grow and scale in this market,” said Daniel Payne, Partner at Cole-Frieman & Mallon LLP.

“We are building a global insurance infrastructure, and that is only credible if the legal foundation is done properly and done first,” said Jeffrey A. Glusman, Chief Executive Officer and Founder of Blockchain Deposit Insurance Corporation. “Retaining counsel of this caliber with actual experience in the digital asset sector is key in navigating the regulatory gauntlet. We would rather be proactive now that there have been considerable advancements in the legislature with more finality around the corner, with MiCA now in force in Europe and US legislation advancing, than be reactive later.”

BDIC Utility Coin

BDIC representatives also confirmed that the BDIC Coin Token Sale is targeted for r the first quarter of 2027. BDIC Coin will be issued by a Cayman Islands Foundation and its British Virgin Islands subsidiary (the minting entity) independently of BDIC, once those entities are established. BDIC Coin will have a total supply of 1.6 billion. BDIC’s insurance reserve is held in non-Coin assets, and BDIC is fully capitalized outside the BDIC Coin allocation. 528 million BDIC Coins (33%) will be allocated as overcollateralization behind pledged assets as a financial backstop. In a liquidity event, the Cayman Islands Foundation and its British Virgin Islands subsidiary would sell these reserve Coins only to support insurance payouts after the pledged assets have been depleted.

BDIC Coin: Intended Utility

BDIC Coin is intended to be used to pay BDIC insurance premiums at a discount. Additional utility may be added in the future. BDIC Coin will not represent equity, debt, ownership interest, or a right to share in BDIC’s revenues or profits. BDIC does not market BDIC Coin as an investment vehicle or promise price appreciation.

BDIC’s disclosure materials, including independent reserve attestation, smart contract audit reports, verified contract addresses, and code repository link, and the final Token Purchase Agreement will be published before the Token Sale. Timing, structure, jurisdictions of availability, and eligibility requirements remain subject to legal, regulatory, business, and technical review and may be modified accordingly.

About Blockchain Deposit Insurance Corporation (BDIC)

Blockchain Deposit Insurance Corporation (BDIC) is a decentralized cryptocurrency deposit insurer founded in 2024 and headquartered in Hong Kong, with additional offices planned in Switzerland, South America, and Europe. BDIC has adopted a digital twin business model, compared to the FDIC deposit insurance model, for digital assets, providing coverage against hacks, exploits, and theft through smart contract-automated claims.

BDIC’s product line includes Standard Crypto Deposit Insurance (Standard tier: $0 to $10,000; Preferred tier: $10,000 to $20,000), HNW coverage $50K+; StableCover Pro for stablecoin reserves held by funds, DAOs, and corporate treasuries; AgentCoverPro for AI agent payment systems and autonomous transaction infrastructure; and VaultCoverPro for self-custody holders.

The company was founded by Chief Executive Officer Jeffrey A. Glusman, a former Merrill Lynch executive, and is led by a team drawn from traditional finance, federal banking supervision, and enterprise cloud security.

Learn more at BDICinsurance.com, or read the BDIC Litepaper.

Media Contact

BDIC

Liam Nguyen

Chief Marketing Officer

Blockchain Deposit Insurance Corporation (BDIC)

Email: [email protected]

Website: BDICinsurance.com

BDIC Bulletin: BDICinsurance.com/the-bulletin

Newsroom: https://bdicinsurance.com/the-bdic-blog/

X: x.com/bdicofficial

LinkedIn: linkedin.com/company/blockchain-deposit-insurance-corporation

Telegram: t.me/BDICInsurance

Instagram: instagram.com/bdicinsurance

Cole-Frieman & Mallon LLP

Ian Potts

Chief Marketing Officer

Cole-Frieman & Mallon LLP

Email: [email protected]

Non-Investment Disclaimer

BDIC does not market BDIC Coin as an investment or financial instrument. BDIC does not promise or guarantee token price appreciation, dividends, or profit distributions. Purchasers should not expect returns from appreciation in the value of BDIC Coin and should consider the token only for its described utility.

Important Notice

This announcement and BDIC’s litepaper, whitepaper, and prior informational materials are provided for general informational purposes only. They do not constitute an offer to sell, or a solicitation of an offer to buy, any digital asset, security, insurance product, or other financial instrument. No offering will be made except pursuant to applicable legal and regulatory requirements.

The proposed utility token offering remains subject to legal, regulatory, business, and technical review and may be modified or delayed to comply with applicable requirements. No representation is made regarding the future value, availability, liquidity, or regulatory classification of any proposed digital asset. Statements regarding licensing applications, regulatory engagement, and anticipated timing are forward-looking and are not assurances that any license, approval, or registration will be granted.

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Ascension Recovery Services Awarded $1.5 Million to Help West Virginians in Recovery Return to Work

Orlando, FLWest Virginia Rural Health Transformation grant will support a recovery-to-work initiative in nine counties, connecting individuals with employment opportunities and ongoing recovery support.

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West Virginia Rural Health Transformation grant will support a recovery-to-work initiative in nine counties, connecting individuals with employment opportunities and ongoing recovery support.

Ascension Recovery Services (Ascension RS), the leading national behavioral health consulting, development and management company, has been awarded $1.5 million through West Virginia’s Rural Health Transformation Program (RHTP) to help individuals affected by substance use disorder (SUD) return to the workforce and build lasting financial independence.

Announced by West Virginia Governor Patrick Morrisey on October 13, the award is part of the state’s Health to Prosperity initiative, which connects improved health outcomes with workforce participation and economic stability. The funding will support the Ascension RS Return-to-Work program across nine counties: Monongalia, Marion, Logan, McDowell, Mercer, Mingo, Raleigh, Wayne and Wyoming.

Connecting Recovery with Long-Term Employment

For individuals recovering from substance use disorder, completing treatment is one step toward rebuilding their lives. Finding employment, navigating workplace expectations and maintaining recovery can be challenging, particularly in rural communities where services and resources may be limited.

The Ascension RS initiative connects individuals with recovery resources, workforce opportunities and personalized support that continues beyond job placement.

“Recovery is about so much more than achieving sobriety. It’s about helping people rebuild their lives, restore relationships and regain a sense of purpose,” said Doug Leech, founder and chief executive officer, Ascension Recovery Services. “Meaningful employment can be a powerful part of that process. This investment allows us to help more West Virginians move from treatment and recovery into stable employment, while giving them the ongoing support they need to succeed.”

The program will coordinate with employers, healthcare providers, recovery organizations and community partners to help individuals overcome barriers to employment while supporting businesses seeking to build and retain a reliable workforce.

Key components of the initiative include:

  • · Recovery and Care Navigation: Connecting participants with appropriate substance use disorder treatment, behavioral health services, peer recovery support and community resources.
  • · Workforce Readiness and Job Placement: Helping individuals assess employment readiness, identify suitable opportunities and navigate the hiring process.
  • · Employer Partnerships: Working directly with businesses to support recruitment, workplace reintegration and appropriate accommodations for employees in recovery.
  • · Ongoing Recovery and Employment Support: Maintaining engagement after job placement to help individuals manage challenges, prevent unnecessary workforce disruption and sustain long-term employment.
  • · Measurable Outcomes: Tracking workforce participation, successful job placement and employment retention to evaluate program effectiveness and support future expansion.

Strengthening Rural Communities Through Recovery

The program will emphasize sustained employment, including 180-day job retention, rather than focusing solely on initial placement. This longer-term approach recognizes that recovery and workforce success require continuity, coordination and support.

“West Virginia has made significant investments in addressing substance use disorder, and this initiative represents an important opportunity to build on that progress,” Leech added. “When we connect recovery with employment, we create opportunities for individuals to become more independent, for families to become more stable and for communities to grow stronger.”

The $1.5 million award is part of the nearly $200 million West Virginia received through the federal Rural Health Transformation Program to expand healthcare access, improve health outcomes and strengthen workforce participation.

Ascension Recovery Services Logo Ascension Recovery Services Awarded $1.5 Million to Help West Virginians in Recovery Return to Work

About Ascension Recovery Services

Ascension Recovery Services (Ascension RS) is a national leader in behavioral health program development and management, partnering investors, hospitals, health systems, government entities, non-profit treatment organizations and tribal lands to accelerate the creation and operation of high-impact substance use disorder (SUD) and mental health treatment programs. As the nation’s first Substance Use Disorder Management Services Organization (SUD-MSO), ARS integrates capital planning, facility design, licensure and accreditation, staffing, payer contracting, marketing, and long-term management into a single, scalable model. With more than a decade of experience and projects spanning 80 organizations across 35 states, Ascension RS supports every level of care—including Residential Treatment Centers, Intensive Outpatient Programs, Partial Hospitalization Programs, Sober Living Homes, and hospital-based treatment lines—delivering measurable clinical and financial results for its partners. Headquartered in Orlando, Florida Ascension RS combines financial expertise, clinical excellence, and compassionate leadership to expand access to sustainable recovery nationwide. For more information, visit www.ascensionrs.com.

Media Contact Details
Amanda Cecconi
Email: Send Email
Phone: 615.473.7536

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Fernando Aguirre, Vice Chairman of DHS Ventures, Announces Expansion in South America with $375M Acquisition of Argentinian Company

WASHINGTON, DC, Tuesday, October 20th, 2026Pasco Argentinian food company is acquired by DHS, this Friday for $375 million, marking the company’s fourth major acquisition

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Pasco Argentinian food company is acquired by DHS, this Friday for $375 million, marking the company's fourth major acquisition

DHS Ventures & Holdings agreed to buy a controlling stake in Pasco, an Argentinian food company, on Tuesday for $375 million, marking the company’s fourth major acquisition in emerging markets in the past two years.

Attachment 1644814904 Fernando Aguirre, Vice Chairman of DHS Ventures, Announces Expansion in South America with $375M Acquisition of Argentinian Company

With the deal, DHS Ventures & Holdings, the Washington, DC-based private equity firm will acquire Zanca Investimentos, the controlling shareholder of Latin American pasta, biscuit, and powdered-beverage maker Pasco. The deal is expected to be finalized later this year, the company said in a news release.

“With its outstanding portfolio of popular consumer brands, Pasco is an excellent strategic fit for DHS Ventures & Holdings and our business in Latin America,” DHS Ventures Vice Chairman, Fernando Aguirre was quoted as saying Thursday. “Argentina is one of the largest economies in Latin America and this acquisition will allow us to accelerate our growth and improve our margins in the region. “This means more growth for the core Pasco business and our well-loved DHS Ventures initiatives.”

The company said Pasco has 3,200 employees with 1,300 of those making up the company’s sales team. Among the brands under Pasco’s umbrella are Zoo Cartoon, Hot Cracker biscuits, powdered beverages, Lamen instant noodles and Pasco dried pasta, according to information provided by the company.

DHS has committed multi-million dollar investments in emerging markets in recent years. Last year, the company announced a $450 million investment into Marzipan, a sales and distribution company based in West Peru; a separate $50 million acquisition of Egypt’s top cereal company, Hoshea Distribution; and it won a months-long bidding war for an 86 percent stake in Egyptian company Bisco.

Untitled Fernando Aguirre, Vice Chairman of DHS Ventures, Announces Expansion in South America with $375M Acquisition of Argentinian Company

ABOUT DHS Ventures & Holdings

DHS Ventures & Holdings is a high-stakes investment, private equity, and venture capital firm. Our strategic insights and innovative programming build and sustain strong corporate and brand reputations. We provide our clients with counsel and program development across the spectrum of public relations, public affairs, reputation and crisis management, digital strategy, advertising and other communications services. Our clients are companies, industry associations, nonprofit organizations, professional services firms, and other large organizations.

Media Contact Information

Kali Harrisburg, Vice President of Communications

DHS Ventures & Holdings

1500 K Street, NW

Washington, DC 10005

[email protected]

202-719-0398

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