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64 predictions

46 red flags

	Timestamp	Session	VIN	Problem	Local Est.	AI Est.	Match	Flag	Feedback
	Mar 09, 2026 14:30	94b86dd2-3bb...	1FMCU0MN9PU09186	Body & Underbody > Body Plug Replacement	$0.00	$175.00	0.0%	Flag	No feedback
Session ID 94b86dd2-3bb3-4cf5-b1d7-da4e4045df08 ZIP Code 92260 Local Range $0.00 — $0.00 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 0.0% DeepSeek Match % — Red Flag Reason Repair data seeded from AI prediction — no reliable local data available. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 09, 2026 14:19	705c0e15-f8f...	1FMCU0MN9PU09186	Cooling System > Coolant Additive Service	$0.00	$134.50	0.0%	Flag	No feedback
Session ID 705c0e15-f8f4-4d45-9532-779f85ad8603 ZIP Code 92260 Local Range $0.00 — $0.00 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 0.0% DeepSeek Match % — Red Flag Reason Repair data seeded from AI prediction — no reliable local data available. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 09, 2026 13:55	ef45ff45-ba2...	1FMCU0MN9PU09186	Body & Underbody > Body Panel Fastener Replacement	$0.00	$220.00	0.0%	Flag	No feedback
Session ID ef45ff45-ba2c-49b0-a9a7-b2beca34c0ee ZIP Code 92260 Local Range $0.00 — $0.00 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 0.0% DeepSeek Match % — Red Flag Reason Repair data seeded from AI prediction — no reliable local data available. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 09, 2026 13:05	d4563497-2dc...	1FMCU0MN9PU09186	Exhaust System	$179.96	$242.50	74.2%	Clean	No feedback
Session ID d4563497-2dcf-4ab6-b468-88bb6c007af2 ZIP Code 92260 Local Range $138.02 — $221.90 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 74.2% DeepSeek Match % — AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 09, 2026 13:04	b18c26b0-21d...	1FMCU0MN9PU09186	4446	$0.00	$225.00	0.0%	Flag	No feedback
Session ID b18c26b0-21dd-4332-a82a-a78ed88692b7 ZIP Code 92260 Local Range $0.00 — $0.00 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 0.0% DeepSeek Match % — Red Flag Reason Local estimate appears unrealistically low compared to the aggregated AI prediction. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 09, 2026 12:51	e2ab42c4-c58...	1FMCU0MN9PU09186	Body & Underbody > Paint & Finish Repair	$96.28	$400.00	24.1%	Flag	No feedback
Session ID e2ab42c4-c581-4122-b64d-9dfa98f9a9b1 ZIP Code 92260 Local Range $96.28 — $96.28 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 24.1% DeepSeek Match % — Red Flag Reason Repair data seeded from AI prediction — no reliable local data available. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 09, 2026 12:36	16b54163-c8d...	3GNCJNSB9LL	Exhaust System	$77.63	$335.00	23.2%	Flag	No feedback
Session ID 16b54163-c8db-405f-b8e9-2c9d40064a9f ZIP Code 90210 Local Range $77.63 — $77.63 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 23.2% DeepSeek Match % — Red Flag Reason Repair data seeded from AI prediction — no reliable local data available. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 09, 2026 12:31	7d0075d8-9dd...	3GNCJNSB9LL	Body & Underbody > Grille Replacement	$0.00	$445.00	0.0%	Flag	No feedback
Session ID 7d0075d8-9dd0-4cf4-a065-d9f43b3e4a67 ZIP Code 98367 Local Range $0.00 — $0.00 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 0.0% DeepSeek Match % — Red Flag Reason Repair data seeded from AI prediction — no reliable local data available. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 09, 2026 11:28	a457872a-8cb...	3GNCJNSB9LL	Body & Underbody > Hatchback & Hood Latch Repair	$189.10	$295.00	64.1%	Clean	No feedback
Session ID a457872a-8cbc-4ce5-ab8f-41ca716c74a4 ZIP Code 98367 Local Range $189.10 — $189.10 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 64.1% DeepSeek Match % — AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 09, 2026 11:26	d78d2224-456...	3GNCJNSB9LL	Body & Underbody > Exterior Cleaning	$43.03	$43.25	99.5%	Clean	No feedback
Session ID d78d2224-4568-4249-8940-a49f5429f92d ZIP Code 98367 Local Range $31.15 — $54.90 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 99.5% DeepSeek Match % — AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 09, 2026 11:17	d58f02e3-974...	3GNCJNSB9LL	Body & Underbody > Door Repair	$207.58	$242.50	85.6%	Clean	No feedback
Session ID d58f02e3-974b-4436-9306-8ab60170b8a8 ZIP Code 98367 Local Range $207.58 — $207.58 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 85.6% DeepSeek Match % — AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 06, 2026 12:46	bb0ec1bb-870...	5XYP34HCXLG	Body & Underbody > Body Panel Replacement	$82.74	$1,500.00	5.5%	Flag	No feedback
Session ID bb0ec1bb-8700-47b2-a052-6c8ef04667c9 ZIP Code 32506 Local Range $82.74 — $82.74 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 5.5% DeepSeek Match % — Red Flag Reason Local estimate appears unrealistically low compared to the aggregated AI prediction. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 06, 2026 12:40	58d65c29-c4b...	2HKRW2H86MH	Body & Underbody > Body Panel Replacement	$0.00	$1,225.00	0.0%	Flag	No feedback
Session ID 58d65c29-c4bf-45b9-b429-e05c78837ee1 ZIP Code 98367 Local Range $0.00 — $0.00 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 0.0% DeepSeek Match % — Red Flag Reason Local estimate appears unrealistically low compared to the aggregated AI prediction. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 06, 2026 12:23	9aa3b042-3b1...	3GNCJNSB9LL	Body & Underbody > Door Lock Repair	$0.00	$425.00	0.0%	Flag	No feedback
Session ID 9aa3b042-3b10-4e98-b5c7-4bf87547b2b7 ZIP Code 98367 Local Range $0.00 — $0.00 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 0.0% DeepSeek Match % — Red Flag Reason Local estimate appears unrealistically low compared to the aggregated AI prediction. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 06, 2026 12:22	b6d1f12e-515...	3GNCJNSB9LL	Body & Underbody > Door Latch Replacement	$0.00	$440.00	0.0%	Flag	No feedback
Session ID b6d1f12e-515f-4a8e-8c69-55001dbdb7a7 ZIP Code 14227 Local Range $0.00 — $0.00 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 0.0% DeepSeek Match % — Red Flag Reason Local estimate appears unrealistically low compared to the aggregated AI prediction. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 06, 2026 12:22	35b01804-b14...	3GNCJNSB9LL	Body & Underbody > Door Latch Cable Replacement	$-22.93	$285.00	0.0%	Flag	No feedback
Session ID 35b01804-b14a-41ea-99f6-60f73a2f7e61 ZIP Code 14227 Local Range $-45.06 — $-0.79 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 0.0% DeepSeek Match % — Red Flag Reason Local estimate appears unrealistically low compared to the aggregated AI prediction. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 06, 2026 12:21	b3f554c3-0ff...	3GNCJNSB9LL	Body & Underbody > Convertible Top Diagnostic	$0.00	—	—	Clean	No feedback
Session ID b3f554c3-0ffa-447b-95ac-3e31382298e6 ZIP Code 14227 Local Range $0.00 — $0.00 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 100.0% DeepSeek Match % — Red Flag Reason AI predictions unavailable — unable to cross-verify. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 06, 2026 12:20	638ccc5a-69e...	3GNCJNSB9LL	Body & Underbody > Convertible Top Diagnostic	$0.00	—	—	Clean	No feedback
Session ID 638ccc5a-69e2-4c22-9b32-3da411d4a3ea ZIP Code 14227 Local Range $0.00 — $0.00 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 100.0% DeepSeek Match % — Red Flag Reason AI predictions unavailable — unable to cross-verify. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 06, 2026 12:20	20227ea8-156...	3GNCJNSB9LL	Body & Underbody > Convertible Top & Trunk System Repair	$0.00	$550.00	0.0%	Flag	No feedback
Session ID 20227ea8-1563-4844-8296-c37ef6f2116d ZIP Code 14227 Local Range $0.00 — $0.00 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 0.0% DeepSeek Match % — Red Flag Reason Local estimate appears unrealistically low compared to the aggregated AI prediction. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 06, 2026 12:20	e087ae4f-95f...	3GNCJNSB9LL	Body & Underbody > Cargo Loading System Repair	$0.00	$405.00	0.0%	Flag	No feedback
Session ID e087ae4f-95f7-4d84-b770-f635bf66f883 ZIP Code 14227 Local Range $0.00 — $0.00 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 0.0% DeepSeek Match % — Red Flag Reason Local estimate appears unrealistically low compared to the aggregated AI prediction. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 06, 2026 12:19	15f30c16-240...	3GNCJNSB9LL	Body & Underbody > Bumper Replacement	$0.00	$1,475.00	0.0%	Flag	No feedback
Session ID 15f30c16-2408-46dc-84ae-13d9a5641aec ZIP Code 14227 Local Range $0.00 — $0.00 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 0.0% DeepSeek Match % — Red Flag Reason Local estimate appears unrealistically low compared to the aggregated AI prediction. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 06, 2026 12:19	5c704383-f04...	3GNCJNSB9LL	Body & Underbody > Bumper Cover Repair	$0.00	$1,050.00	0.0%	Flag	No feedback
Session ID 5c704383-f04d-47ab-b80c-f57bbac664a9 ZIP Code 14227 Local Range $0.00 — $0.00 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 0.0% DeepSeek Match % — Red Flag Reason Local estimate appears unrealistically low compared to the aggregated AI prediction. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 06, 2026 12:19	d414d86c-74a...	3GNCJNSB9LL	Body & Underbody > Body Structure Repair	$0.00	$4,100.00	0.0%	Flag	No feedback
Session ID d414d86c-74a3-4294-8499-f34a2ce2baa5 ZIP Code 14227 Local Range $0.00 — $0.00 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 0.0% DeepSeek Match % — Red Flag Reason Local estimate appears unrealistically low compared to the aggregated AI prediction. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 06, 2026 12:18	01a2245e-f3c...	3GNCJNSB9LL	Body & Underbody > Body Panel Replacement	$0.00	$1,450.00	0.0%	Flag	No feedback
Session ID 01a2245e-f3ca-4229-a1be-34fcffb21de3 ZIP Code 14227 Local Range $0.00 — $0.00 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 0.0% DeepSeek Match % — Red Flag Reason Local estimate appears unrealistically low compared to the aggregated AI prediction. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 06, 2026 12:18	96319e1b-1b1...	19XFC2F61KE	Body & Underbody > Bumper Cover Repair	$0.00	$790.00	0.0%	Flag	No feedback
Session ID 96319e1b-1b14-41b0-82d5-4fa66e19d0f3 ZIP Code 14227 Local Range $0.00 — $0.00 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 0.0% DeepSeek Match % — Red Flag Reason Local estimate appears unrealistically low compared to the aggregated AI prediction. AI Reasoning Aggregated from Gemini and DeepSeek

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Prediction History

Source Data — Repair Transaction Details