CHOP SHOP INTELLIGENCE • OFFICIAL LEAGUE DATA
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CONVERSATION CONTEXTall official Chop Shop dataDriver Risk • 3 race window
Follow-ups inherit only missing context. New explicit details override it.Start New Question
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POPULAR QUESTIONSshow track dna for bristol 84 asksshow the power profile for michael strickland 74 asksshow the strength map for michael strickland 74 asksfind track opportunities for michael strickland 68 asksshow the driver development profile for michael strickland 65 asksShow championship pressure in NextGen 64 asksshow milestones for michael strickland 62 askswho is most similar to michael strickland? 57 asks
INTELLIGENCE FEED • 12.0
What’s happening around Chop Shop
Automatically generated from official league activity.
🔥NationalsCale D Spicer has 2 wins in the last 5 Nationals races.→🔥NationalsJason A Day has 2 wins in the last 5 Nationals races.→🔥NationalsJason A Day has 4 Top-5s in the last 5 Nationals races.→📈NationalsNathan Biggart improved average finish by 7.0 positions over the latest 3-race window.→🔥NextGen CupNathan Biggart has 3 wins in the last 5 NextGen Cup races.→🔥NextGen CupNathan Biggart has 5 Top-5s in the last 5 NextGen Cup races.→📈NextGen CupCraig Parks improved average finish by 8.67 positions over the latest 3-race window.→🔥Truck SeriesBrandon T Banks has 4 Top-5s in the last 5 Truck Series races.→📈Truck SeriesJason Hastings improved average finish by 19.67 positions over the latest 3-race window.→🏁NationalsBrian Rayburn won the latest Nationals race at Talladega Superspeedway.→
AUTOMATIC INSIGHT DISCOVERY • 10.2
What Intelligence noticed
NationalsCale D Spicer has 2 wins in the last 5 Nationals races.Explore →NationalsJason A Day has 2 wins in the last 5 Nationals races.Explore →NationalsJason A Day has 4 Top-5s in the last 5 Nationals races.Explore →NationalsNathan Biggart improved average finish by 7.0 positions over the latest 3-race window.Explore →NextGen CupNathan Biggart has 3 wins in the last 5 NextGen Cup races.Explore →NextGen CupNathan Biggart has 5 Top-5s in the last 5 NextGen Cup races.Explore →
INTELLIGENCE ANSWER • OFFICIAL LEAGUE DATA
Driver Risk & Clean Racing Intelligence • 16.2
Risk context combines the official Chop’s Most Wanted accountability formula with recent incident direction and clean-start rate. It describes stored incident/accountability history; it does not decide fault in a new incident.
DATA SOURCEOfficial race-result incidents + Chop’s Most Wanted official claims/lost-poll events
CONFIDENCE
98% • HIGH
Answer facts were computed only from stored official Chop Shop data.
Share Card
AI QUERY PLANChop Shop Intelligence 12.0339.3 ms
1Resolve official-data scope2Build 3-race official window3Calculate requested official-data answer4Attach evidence and follow-up paths
INTENTDriver Risk
SCOPEall official Chop Shop data
WINDOW3 races
METRICContext-Driven
TRACKAny official track
DATA POLICYOfficial only
DRIVER RISK & CLEAN RACING • 16.2
Risk context combines the official Chop’s Most Wanted accountability formula with recent incident direction and clean-start rate. It describes stored incident/accountability history; it does not decide fault in a new incident.
(INC + 6×CLAIMS + 15×LOST POLLS) ÷ STARTS
| Driver | MWI | Claims | Lost Polls | Inc/Start | Recent 5 | Clean Rate | Direction |
|---|---|---|---|---|---|---|---|
| Michael BollingerMW #1 | 13.67 | 0 | 0 | 10.5 | 13.8 | 0.0% | elevated |
| Jeremy Bailey | 13.5 | 1 | 0 | 9.06 | 7.4 | 5.9% | improving |
| Logan CogarMW #2 | 12.2 | 2 | 1 | 10.0 | 9.6 | 8.9% | improving |
| Ron Hollifield | 12.0 | 0 | 0 | 7.38 | 10.8 | 8.8% | elevated |
| Mark Jorgensen Jr | 12.0 | 0 | 0 | 7.0 | 10.4 | 25.0% | elevated |
| Joe Hudson | 12.0 | 0 | 0 | 7.92 | 9.0 | 8.0% | elevated |
| Michael Strickland4MW #3 | 10.0 | 1 | 1 | 4.9 | 6.0 | 16.3% | elevated |
| Robert ChurchMW #4 | 9.25 | 2 | 0 | 9.53 | 16.0 | 1.7% | elevated |
| Alex Thompson2MW #6 | 8.0 | 1 | 0 | 10.4 | 11.0 | 0.0% | elevated |
| Allen Krier | 8.0 | 0 | 0 | 6.64 | 8.0 | 14.3% | elevated |
| Mark Roettgen2MW #7 | 7.36 | 3 | 0 | 6.2 | 6.8 | 17.6% | elevated |
| Brian FineMW #8 | 7.25 | 1 | 1 | 3.96 | 2.4 | 41.7% | improving |
| Jonathan Parsons3 | 7.0 | 0 | 0 | 10.21 | 9.2 | 7.1% | improving |
| Austin Knight4MW #9 | 6.67 | 0 | 0 | 6.4 | 6.4 | 0.0% | stable |
| Ryan WenndtMW #10 | 6.33 | 1 | 0 | 6.3 | 7.0 | 10.0% | elevated |
| Joseph CauseyMW #13 | 6.0 | 0 | 0 | 5.7 | 8.6 | 17.4% | elevated |
| Blake A. Dudley | 6.0 | 0 | 0 | 6.0 | 6.0 | 0.0% | stable |
| Johnathan CasebereMW #12 | 6.0 | 0 | 0 | 4.75 | 4.8 | 16.7% | stable |
| Michael Coulter | 6.0 | 0 | 0 | 4.0 | 4.0 | 0.0% | stable |
| Jerry CulverMW #14 | 5.8 | 1 | 0 | 6.38 | 8.2 | 14.3% | elevated |
| Brad DoveMW #15 | 5.5 | 1 | 0 | 7.7 | 10.4 | 10.0% | elevated |
| Robert DudleyMW #16 | 5.5 | 1 | 0 | 5.09 | 5.2 | 9.1% | stable |
| R.B. TurnerMW #17 | 5.33 | 0 | 0 | 6.43 | 6.4 | 26.7% | stable |
| Jeff Laraway | 5.0 | 0 | 0 | 8.11 | 5.2 | 11.1% | improving |
| Clint HackettMW #19 | 4.83 | 0 | 0 | 6.14 | 4.8 | 25.4% | improving |
| Fred ChaseMW #20 | 4.8 | 0 | 0 | 8.12 | 6.8 | 12.1% | improving |
| Wesley Strait | 2.0 | 0 | 0 | 9.1 | 12.2 | 0.0% | elevated |
| Rick L Kennedy Jr | 2.0 | 0 | 0 | 6.4 | 5.6 | 10.0% | improving |
| Wesley Donaldson | 2.0 | 0 | 0 | 3.0 | 3.0 | 0.0% | stable |
| Julio Cesar Fraporti | 2.0 | 0 | 0 | 2.0 | 2.0 | 0.0% | stable |
SAMPLE GUARD • 16.8
UNKNOWN
Sample size depends on the displayed official-data rows.
Data Trust • sources, scope & identity
Source: Official race-result incidents + Chop’s Most Wanted official claims/lost-poll events
Identity: Resolved Driver Registry/profile identities are used when a driver is named; ambiguous matches are not silently guessed.
Archive/current: Current official-series data unless the answer explicitly identifies archive/history.
Risk context combines the official Chop’s Most Wanted accountability formula with recent incident direction and clean-start rate. It describes stored incident/accountability history; it does not decide fault in a new incident.
→ Formula: (INC + 6×CLAIMS + 15×LOST POLLS) ÷ STARTS
DATA COVERAGE • 11.9How much official data sits behind this answer
Displayed rows30Drivers represented30Official race sample—
EVIDENCE RELIABILITYWhat this answer actually used
PolicyOfficial stored Chop Shop race/result data onlySourceOfficial race-result incidents + Chop’s Most Wanted official claims/lost-poll eventsScopeall official Chop Shop dataScope modecontextEvidence modeOfficial aggregate / derived result rowsResult sample30 displayed official-data row(s)Formula(INC + 6×CLAIMS + 15×LOST POLLS) ÷ STARTS
QUALIFIED OFFICIAL-DATA TRACEOfficial data supports this answer, with the qualifications listed below.Reliability 85% • Sample 30 • Trace ID 9797e9a1112d17ff
Answer Quality Gate • PASSED
All automatic consistency and evidence checks passed.
WHY THIS RESULT?
→ Formula: (INC + 6×CLAIMS + 15×LOST POLLS) ÷ STARTS
Wrong Data
Why this answer is trustworthy
✓ Answer facts were computed only from stored official Chop Shop data.
✓ Executed source: Official race-result incidents + Chop’s Most Wanted official claims/lost-poll events.
✓ AI may interpret the question and conversation context, but it cannot invent race facts; factual output must come from the official Chop Shop database path shown above.
Question: “Show driver risk and clean racing intelligence” • OFFICIAL CHOP SHOP DATA ONLY • No external racing statistics are used. Unsupported questions return no guess.