We analyze the market, run the break-even math, and tell you Yes or No — with every data source cited and every assumption on the table.
You've found a location. Maybe you've even signed a letter of intent. But your decision is based on a broker's opinion and a feeling. We run the economic math: how much dental spending exists here, how much is already captured, and what's left for you.
Sample report — illustrative methodology only. Market areas, population figures, provider counts, and financial assumptions below are constructed examples designed to show how AiRadics structures a real assessment. Public data sources (Census ACS, BLS, ADA HPI) are real; some sources used in live reports are proprietary and not disclosed. This is not a market report for any specific practice or investment decision.
The unserved pediatric capacity (~$1.39M) is 4× your break-even ($348K). Even if our estimates are off by 30%, you'd still have ~$970K in addressable market. The absence of any dedicated pediatric dentist within 5 miles is notable — though ~8 general practices already treat children, so you're not entering a vacuum. Your differentiation matters: a dedicated pediatric environment with child-friendly design, sedation capability, or special needs focus gives families a reason to switch from their current GP.
Per-capita spend uses BLS national data ($290/child/yr), adjusted for local median income ($112K). GP pediatric capture ($1.0M) modeled from ADA estimates on GP treatment mix. Break-even costs are illustrative — your actual lease, staffing, and loan terms will differ. This assessment does not account for clinical skills, marketing execution, or patient experience.
Needing 64% of remaining unserved capacity against 31 established practices is not a viable business plan — it assumes near-total displacement of a saturated market's leftovers. At 1:1,242, this area is already more concentrated than the national average of 1:1,681 (ADA HPI, 2024), and 6 of those 31 are DSOs with significant marketing budgets. High ad costs ($13.80 vs $7.85 national average) confirm the competitive pressure. The population growth your consultant cited is real — but the dental supply has grown faster. We recommend evaluating adjacent markets with lower provider density.
Dental revenue estimated at $300/adult/yr (BLS national average). Capture rate is a model estimate — actual utilization varies. Ad cost data is point-in-time and market-specific. Patient acquisition cost modeled from industry conversion rate benchmarks. Not financial or legal advice.
End of sample report. Market areas, population figures, provider counts, and all financial assumptions above are illustrative examples only — not assessments of any real practice or location. Public data sources (Census ACS, BLS CEX, ADA HPI 2024) are real and used in live reports. Some sources are proprietary and not disclosed. A live AiRadics assessment uses current data for your actual market at the time of request. Not financial or legal advice.
The broker says it's a great deal. The P&L looks reasonable. But what does the market data say? We look at what the seller can't hide: population trends, competitive density, reputation trajectory, and whether the area can sustain the asking price.
Sample report — illustrative methodology only. Practice names, asking prices, review counts, rating trajectories, and all financial figures below are constructed examples showing how AiRadics structures an acquisition assessment. Not an assessment of any real practice, broker listing, or investment opportunity.
The market itself is healthy — growing population, solid income, reasonable density. The issue is the practice, not the location. Front desk is the clear problem; the lead provider is the asset patients value. Before proceeding, verify: (1) Will the lead provider stay post-acquisition? (2) What is front desk turnover? If the provider transitions with you and you replace front desk staff, the reputation problem is recoverable. We are not recommending a purchase price — your CPA must verify financials independently.
We can see: Public reviews, rating trends, competitor counts, demographics, search demand. We cannot see: Production, collections breakdown, payor mix, active patient count, AR aging, or staff contracts. Those require your CPA and a QoE.
This acquisition has three compounding problems, not one. First, the market is shrinking — a declining population base means a smaller patient pool tomorrow than today. Second, the 1:820 ratio means this area has more than twice as many dentists per capita as the national average of 1:1,681 (ADA, 2024) — you'd be buying into a highly saturated market. Third, a rating of 3.1★ trending down over 18 months is not a "reputation fixable with better front desk staff" — it signals systemic practice quality issues. And the price is not supported by any standard dental practice valuation methodology. The 8 months on market is your signal.
Valuation multiple range (0.6–0.8× collections) is the industry standard for doctor-to-doctor transitions in stable markets (multiple dental transition brokers, 2024–2025) — distressed or declining markets typically trade at the lower end. National average dentist-to-population ratio of 1:1,681 is per ADA Health Policy Institute, 2024 (59.5 dentists per 100,000 population). This is not legal or financial advice. Engage an independent dental practice broker and CPA for any acquisition decision.
End of sample report. All practice names, asking prices, review counts, rating histories, and financial figures above are illustrative examples only — not assessments of any real practice or broker listing. Some data sources used in live reports are proprietary and not disclosed here. Not legal, financial, or investment advice. Engage a qualified dental practice broker and CPA before any acquisition decision.
Your subscription is a verdict engine running 24/7. Every question your practice faces — campaigns, reputation, financing, service mix — gets the same rigorous Yes/No treatment. Three sample questions answered with real market data.
Sample intelligence report — real market context, fictional practice. The demographic and insurance data below reflects a real underserved urban Houston market — population, income, payor mix, and competitor density are drawn from verified public sources. The practice name and all specific verdicts are illustrative, showing how AiRadics structures ongoing intelligence. These examples are not advice for any real practice operating in this or any other market.
Market income ~$46K — 41% below national median. Local uninsured rate 18.7%. 58% of dental patients say care is unaffordable (Synchrony 2023). Industry target acceptance rate: 75–80%. Without financing, this market is structurally below that floor.
Third-party financing requires credit approval. Uninsured adults at this income level are frequently declined. Better first step: accept children's Medicaid plans, establish transparent in-house payment plans for adults. Financing cards are a second layer, not the foundation.
89% Hispanic local market. Most area competitors run English-only campaigns. Spanish-language dental keywords carry significantly lower advertiser competition — estimated CAC 30–50% below English equivalent. High-impact window before competitors close it.
One multi-specialty competitor has 10× your review count. An ortho-enabled practice operates within your radius. Ads amplify what already works — if your review volume is under 50 and you lack bilingual front desk, word-of-mouth will outperform any ad spend. Fix the funnel first.
Median HH income ~$46K — clear aligner cases average $4,000–$6,000 out-of-pocket. An orthodontics-enabled competitor already serves this corridor. At this income level, elective alignment is a luxury few can absorb. Redirect capital to high-demand, insurance-covered restorative services.
An adjacent corridor within 3 miles has median income ~$62K and no active clear aligner provider. If you're considering a second location or targeted marketing expansion, that market presents a viable aligner case. Right product — different geography.
End of sample intelligence report. Practice name is fictional. All verdicts above are constructed examples using real Houston market context to illustrate how AiRadics approaches ongoing intelligence questions. Competitor references reflect general market conditions — no specific practice is assessed or named. A live subscription delivers verdicts specific to your practice, your market, and your actual performance data. Not business, legal, or financial advice.
Weekly Google, Yelp & Healthgrades tracking. Sentiment NLP. Competitor benchmarking.
MonthlyWho's overdue? Who's at churn risk? Automated re-engagement triggers via PMS.
PMS RequiredTrack "dentist near me" rankings. Keyword gap analysis. Google Business Profile optimization.
MonthlyUnmet demand for Invisalign, implants, sleep dentistry? ROI projection before you invest.
On-DemandLocal payor mix analysis. Which networks are worth joining and at what fee schedule?
PMS OptionalAd click → call → booking → show-up → revenue. Find where patients drop off.
PMS RequiredIdentify nearby specialists for outreach and relationship building. Score opportunities by specialty gap and proximity.
MonthlyWhat your local patients are actually searching for — topics, timing, and trends that drive appointment bookings.
MonthlyUnlimited on-demand assessments included. Cancel anytime. No annual lock-in.
Most AI tools run a single model with a single opinion. AiRadics routes every question through a multi-stage review pipeline — models that check each other's work before any verdict reaches you. Nothing runs without your sign-off.
AI ingests market, competition & performance data
AIFinancial scenarios built — pessimistic, base case, and optimistic outcomes
AIMultiple AI models independently evaluate the reasoning — each can reject, challenge, or confirm
AI · Patent PendingYES or NO with full math, stated assumptions, and complete audit trail
AIReview the full reasoning chain before anything moves forward
YouHonest attribution — ad click to patient-in-chair
AIA single AI model has a single perspective — and a single point of failure. It can hallucinate, misinterpret market context, or reflect training biases that skew a verdict. AiRadics is built around a patent-pending multi-model review pipeline specifically designed for regulated, high-stakes industries where a wrong answer has real financial consequences. Every verdict passes through independent model stages that check each other's assumptions. The full reasoning chain is logged, traceable, and yours to inspect. This is not a chatbot. It is a governed decision system.
⚙️ Patent Pending📋 Full Audit Trail🏥 Built for Regulated Industries
An honest comparison — including where others do things we won't.
| Capability | Dentagraphics | Traditional Consultant | AiRadics (Planned) |
|---|---|---|---|
| Clear YES / NO verdict with full reasoning | ✗ Data only — no verdict | ◐ Opinion, not math | ✓ Black-and-white verdict, every time |
| Multi-model AI review — models check each other's work before verdict is issued | ✗ Not applicable — data reports only | ✗ Single analyst opinion | ✓ Patent-pending multi-model governance pipeline |
| Full audit trail — every assumption traceable, every model step logged | ✗ No reasoning chain | ◐ Varies — rarely documented | ✓ Complete decision log, inspectable by you |
| Survival economics (break-even model) | ✗ Data only | ◐ Subjective estimate | ✓ Full economic model with math |
| Assumptions stated transparently | ◐ Data sources listed | ✗ Usually opaque | ✓ Every assumption stated, every source cited |
| Geographic & specialty exclusivity — we won't serve your direct competitor | ✗ Not offered — sells to anyone in your market | ✗ No formal commitment | ✓ Written into your contract 🔒 Exclusive |
| Human-verified competitor locations | ✓ Their core strength | ◐ Some manual research | ◐ Registry-sourced, algorithmically verified |
| Demographic analysis | ✓ Strong — ADA partnership | ◐ Varies by consultant | ✓ Census, BLS, ACS — 100+ dimensions |
| Reputation monitoring & NLP | ✗ No | ✗ No | ✓ Google, Yelp, Healthgrades — sentiment trends |
| Campaign ROI (ad click → patient-in-chair) | ✗ No — site selection only | ✗ No | ✓ PMS-integrated attribution (planned) |
| Ongoing monitoring with verdicts | ✗ One-time reports | ✗ One-time engagement | ✓ Continuous — $1,200/mo |
| Pricing | $299–$2,500+ (membership) | $1,500–$5,000/engagement | $500/report or $1,200/mo |
Standard pricing below. Founding partners get a permanent rate lock and direct input into what we build.
One question. A full verdict with math, reasoning, and stated assumptions. Delivered within 48 hours.
Continuous monitoring + unlimited verdicts. Everything in On-Demand, plus always-on intelligence for your running practice.
Your subscription includes a written exclusivity clause. We will not onboard your direct competitor — defined by configurable geographic radius and specialization (general, pediatric, ortho, perio). Your market intelligence stays yours. This is the answer to: "What stops you from selling the same data to the practice down the street?"
Portfolio-wide intelligence for groups with 3+ locations. Cross-location benchmarking and centralized analytics.
AiRadics is in development with two partnership clinics in Houston. We're building the market intelligence platform we wish existed — with input from real dental practices, not assumptions.
Bookmark this page and check back as we roll out new capabilities. We share progress publicly as we build.
Practice owners who partner with us help shape what we build and get direct access to the founding team.
Partner With Us →Questions? chaitanya.maddipati@element2plus.com