DAT One
66
Quality Score
Solid
DAT One
Medium confidence
✍️ bumetric analysis
“
DAT One is an iOS app from DAT Solutions, LLC in the Business category, currently rated 4.7★ across 7,024 ratings. Initial signal reads as mostly critical sentiment so far: users flag rough edges and unmet expectations.
Quality Score is 66: Solid (established niche player). For a Business app, that means established niche player. The full BU Investment Matrix below scores 8 dimensions including monetisation, growth, and operational risk.
Track changes month-over-month in the Performance section below: live snapshot history and revenue forecast included.
💰 Monthly revenue · now vs forecast
● Right now
$917
per month
→
12-mo forecast
$802 – $2891
per month
→
24-mo forecast
$743 – $6687
per month
INDIE tier
💡 Grow this revenue
Free AI audit of this app’s store listing
- Title & subtitle keyword fit
- Description hook & conversion structure
- Screenshots, ratings, reviews strategy
Typical impact: +2-5× organic installs
📊 Performance Tracking LIVE
Loading…
Rating
—
Reviews
—
Forecast Revenue / mo
—
Snapshots tracked
0
since first record
ONE-TIME · BUILD
💰 Estimated build cost
$135K
↳ What it cost to build · not monthly revenue
Likely range $100K – $180K
$25K · MVP floor
$100K · indie scale
$500K+ · studio build
📈
Slow ROI — current MRR is well below build cost
Synthetic estimate. Inputs: category complexity, file size, screen count, monetization layer, platform reach, age × team-size proxy. Calibrated against 2024-2026 indie-agency rate surveys. Full math + source list on /methodology.
Where the money goes
| 🧱 MVP baseline (design + 1-store ship) | +$28K |
| 📱 5 unique screens × $4.5K | +$22K |
| 📦 Asset bundle (205 MB) | +$40K |
| ⚙ Business complexity ×1.50 | +$45K |
Total estimate
$135K
ONE-TIME · EXIT VALUE
💵 Estimated acquisition value
$15K
↳ What it would sell for · not monthly revenue
Marketplace range $10K – $20K · 18× MRR multiple
💸
~0.1× build cost (under-water)
Synthetic estimate. Multiple band derived from ad-supported + age, rating quality, category demand, and user-base maturity. Calibrated against 2024-2026 indie-app-marketplace closed-deal medians. Full math + comparable deal list on /methodology.
How the multiple was built
| 📺 Ad-supported base | 15× MRR |
| ⭐ ★ rating ≥ 4.4 (solid) | +8% |
| 🏷 Business category multiple | +10% |
Final multiple
18× MRR
👥 Estimated audience size
455K
Lifetime downloads (US-equivalent)
Monthly active
100K
Daily active
30K
Synthetic estimate from ratings × category benchmarks. Calibrated against 2024-2026 mobile-attribution retention + DAU/MAU reports. Numbers are US-storefront-equivalent — true global audience can be 5-10× larger for international apps. Full math + source list on /methodology.
How we sized it
| 📲 Business engagement | ~65 installs / rating |
| 🔁 Business D30 retention | 22% |
| 📍 DAU / MAU stickiness | 0.30 |
DAU / MAU
30% sticky
🔬
How we forecast this revenue
LOW CONFIDENCEBaseline
$917/mo · ML-estimated from 234 triggers
Growth rate
+6.0% MoM · INDIE tier baseline (compound monthly)
6 months
$781 – $1.8K
12 months
$802 – $2.9K
24 months
$743 – $6.7K
Compound growth at +6.0% MoM (tier baseline for INDIE). Range widens with horizon — typical noise band ±40% at 6mo.. Ranges widen with horizon — distant futures carry more uncertainty.
📊
BU Investment Matrix
Early-stage solo · 42/100INDIE TIERexpected for tierRevenue Strength
3.0
Product Quality
8.4
Market Position
0.0
Growth Velocity
5.0
Defensibility
3.5
Operational Safety
10.0
Founder Strength
3.0
Monetization Maturity
1.0
- 💰 Revenue: Marginal — $367 - $2293/mo · INDIE tier · medium confidence, trajectory unclear.
- ⭐ Quality: 4.68★ across 7,024 reviews — strong (top 10%).
- 📍 Market: Not yet charting in any of the 9 monitored markets.
- 📈 Growth: Insufficient signal to assess trajectory.
- ⚠️ Risk: Low — no material risk signals detected.
🎯 For competitors: Mixed picture. Worth competing if you have a clear UX or pricing edge — otherwise crowded segment.
💵 For acquirers: Estimated asking range 18-32× monthly = $16K-$29K.
Composite of 8 dimensions computed deterministically from public signals — no LLM, every score traces back to a measurable input. Default weights shown; "compete" / "acquire" / "invest" lenses re-weight without re-fetching.
Range:
💰 Forecast Revenue / mo
MODELRevenue forecast computed from BU's 234 trigger model on each snapshot. Calibrated against ground-truth from 58 verified-revenue apps.
🔬Forecast Breakdown — Why This Estimate?Top 9 of 9 triggers
Our ML model uses 200+ signals from public data. These are the most influential for this app:
| Excellent rating (4.7★)METRIC | +$2,200 | |
| bugsREVIEW | −$1,800 | |
| 5 starREVIEW | +$1,800 | |
| cancelledREVIEW | −$1,500 | |
| Low install base (7,024 ratings)METRIC | +$1,500 | |
| slowREVIEW | −$1,200 | |
| too expensiveREVIEW | −$1,000 | |
| Established app (5y old)METRIC | +$800 | |
| Ad-supported / freemiumMETRIC | +$600 |
METRIC = structural app data · REVIEW = mined from user reviews · ✓ VERIFIED = Stripe-verified anchor (TrustMRR)
📈 Reviews Growth
LIVECumulative review count from first BU snapshot. Each point = a tracked update.
⭐ Rating Trend
LIVEAverage rating evolution. Updates with each new review batch.
🆕 What's New · v1.80.0
We are dedicated to continually improving the DAT One app to support your business for the long haul.
This release includes:
Minor changes and bug fixes
DAT strongly recommends that you continue to update your device to the current version of iOS or iPadOS.… Full release notes →
This release includes:
Minor changes and bug fixes
DAT strongly recommends that you continue to update your device to the current version of iOS or iPadOS.… Full release notes →
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- DAT One
- Developer
- DAT Solutions, LLC
- Bundle ID
- com.dat.unified
- App Store URL
- Open in App Store
- Category
- Business
- Content rating
- 4+
- Languages
- EN, RU, ES
Company
- Website
- Not found
- Tagline
- Free factoring for 3 months* when you sign up for DAT Outgo
- Description
- Find loads and trucks fast with full access to the trusted DAT Network. Freight matching designed for shippers, brokers and carriers.
- Founded
- Not found
- HQ / Address
- Not found
- Employees
- Not found
- Logo
- Available
Revenue
- Verified revenue / mo
- Not found
- AI revenue estimate / mo
- Not found
- AI annual estimate
- Not found
- ML model estimate / mo
- $918/mo
- Top-grossing rank
- Outside top 100 in US Business
- All-time revenue
- Not found
- Pricing
- Not found
Founder
- Name
- Not found
- X / Twitter
- x.com/datfreightteam
- linkedin.com/company/dat-freight-and-…
- GitHub
- Not found
- X followers
- Not found
- Public statements
- Not found
Funding
Funding data not yet collected for this app.
Press & Links
Press & Links data not yet collected for this app.
Contacts & Socials
- Socials
- facebook facebook.com/datfreight · instagram instagram.com/datfreight · linkedin linkedin.com/company/dat-freight-and-… · twitter x.com/datfreightteam · youtube youtube.com/datloadboards
- Not found
- Phone
- Not found
- Contact page
- dat.com/support
- About page
- dat.com/company/news-events
📈Ratings growth7,024 ratings+49% lifetimeShow 3-year history estimate ▾
Tracked (57 weeks) Pre-tracking estimate (36 weeks) · model-based, ±5% noise · anchored to release date and current value
🌍Geographic ReachNot ranked
This app is currently outside the top 100 grossing in all 9 countries we monitor (US, UK, DE, FR, JP, CA, AU, BR, IN). Niche or new apps often launch this way — popularity rankings appear once daily revenue clears the regional threshold.
🚀Version Release Timeline2 releases tracked
Profile is built from iTunes Lookup + developer site scrape + ML revenue model. Empty fields show "Not found" — additional sources (Crunchbase, X, IndieHackers, Acquire.com) coming.
📝 About this app
DAT One is the #1 load board for truckers and carriers. Find truck loads, check freight rates, and book loads faster with the largest freight marketplace in North America.
Spend less time searching and more time hauling with DAT One, the load board built for how carriers actually work. Access the largest freight marketplace in North America, with 79M+ loads and $1T+ in freight data behind every decision.
• Find the right truck loads faster: Spend less time searching and more time hauling
• Check freight rates and market data before you call: See rate context and market demand upfront… View full description on the official store →
Spend less time searching and more time hauling with DAT One, the load board built for how carriers actually work. Access the largest freight marketplace in North America, with 79M+ loads and $1T+ in freight data behind every decision.
• Find the right truck loads faster: Spend less time searching and more time hauling
• Check freight rates and market data before you call: See rate context and market demand upfront… View full description on the official store →
App Specs
🔐 Own this app? Claim & verify MRR →💾 205 MB🔞 4+📱 iOS 17.0+🔖 v1.80.0🔄 updated 0d ago🌐 EN, RU, ES📂 Business💰 Free
📅
What Worked™ · Development Pipeline
10 EVENTS TRACKEDDetected changes in this app over its tracked lifetime — each event links cause (what changed) to effect (what moved). Sorted newest first.See full history →Version history →
2026-05
🔄
Monetization changed: freemium → free
2026-03
⭐
Rating ↑ 1.87 → 4.70 (improved 2.83★)
2026-03
📈
Crossed 500 ratings — social-proof flywheel kicking in
2023-01
📈
Crossed 100 ratings — social-proof flywheel kicking in
2022-12
📈
Crossed 50 ratings — social-proof flywheel kicking in
2022-05
⭐
Rating ↑ 1.89 → 2.20 (improved 0.31★)
2022-05
📈
Crossed 10 ratings — social-proof flywheel kicking in
2022-03
⭐
Rating ↑ 1.50 → 2.00 (improved 0.50★)
2021-08
⭐
Rating ↑ 1.00 → 1.67 (improved 0.67★)
2020-08
🚀
First tracked snapshot — initial data captured
🔔
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📝 Description
95
BU Score · Transcendent
Full revenue analysis
Read the article-style breakdown for DAT One: category rank, percentile, growth signal, comparable apps, and how the forecast is calibrated against verified-MRR anchors in this niche.
Similar apps in Business
About this analysis
Why medium confidence: 7,024 ratings · no founder-verified revenue (model estimate only).
❓ Frequently Asked Questions
4 answers · auto-generated from this app's public dataHow much does DAT One make per month?▴
Based on our ML-calibrated revenue forecast, DAT One earns approximately $917/mo. This is a US-storefront-equivalent estimate; global revenue can be several times larger for internationally-distributed apps. See the methodology page for the full formula and confidence bands.
What apps are like DAT One?▴
Browse the full Business category catalog to find similar apps with revenue, build cost, audience and tech stack data. Each /p/{slug} page also shows a Compare side-by-side widget with three peer apps from the same niche.
Who makes DAT One?▴
DAT One is published by DAT Solutions, LLC on the Apple App Store. See the full publisher portfolio (other apps by the same developer) via the More by developer block on the product page above.
What is DAT One's BU Score?▴
DAT One has a BU Score of 66/100 (Solid). The score combines App Store rating, ratings count, monetization model and revenue signals calibrated against founder-verified MRR anchors. See the BU Score formula.